2021.10.11 CS papers

 

10-06-2021

GANtron: Emotional Speech Synthesis with Generative Adversarial Networks
by Enrique Hortal et al

10-06-2021

The Information Geometry of Unsupervised Reinforcement Learning
by Benjamin Eysenbach et al

10-05-2021

Efficient Modelling Across Time of Human Actions and Interactions
by Alexandros Stergiou

10-06-2021

Bayesian neural network unit priors and generalized Weibull-tail property
by Mariia Vladimirova et al

10-05-2021

Adversarial Robustness Verification and Attack Synthesis in Stochastic Systems
by Lisa Oakley et al

10-05-2021

FacialFilmrollFacialFilmroll: High-resolution multi-shot video editing
by Bharath Bhushan Damodaran et al

10-05-2021

Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer Performance
by Karthikeyan K et al

10-07-2021

A Hybrid Direct-Iterative Method for Solving KKT Linear Systems
by Shaked Regev et al

10-07-2021

Towards Faster Continuous Multi-Channel HRTF Measurements Based on Learning System Models
by Tobias Kabzinski et al

10-07-2021

Using Contrastive Learning and Pseudolabels to learn representations for Retail Product Image Classification
by Muktabh Mayank Srivastava

10-07-2021

On the asymptotical regularization with convex constraints for inverse problems
by Min Zhong et al

10-07-2021

Colored Point Cloud to Image Alignment
by Noam Rotstein et al

10-05-2021

Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation
by Devavrat Tomar et al

10-06-2021

Partial order alignment by adjacencies and breakpoints
by Rain Jiang et al

10-06-2021

Unital Qubit Queue-channels: Classical Capacity and Product Decoding
by Vikesh Siddhu et al

10-06-2021

Besov regularity for the Dirichlet integral fractional Laplacian in Lipschitz domains
by Juan Pablo Borthagaray et al

10-06-2021

Fitting Distances by Tree Metrics Minimizing the Total Error within a Constant Factor
by Vincent Cohen-Addad et al

10-06-2021

Disentangling deep neural networks with rectified linear units using duality
by Chandrashekar Lakshminarayanan et al

10-08-2021

Dataset Condensation with Distribution Matching
by Bo Zhao et al

10-08-2021

IHOP: Improved Statistical Query Recovery against Searchable Symmetric Encryption through Quadratic Optimization
by Simon Oya et al

10-08-2021

Temporal Convolutions for Multi-Step Quadrotor Motion Prediction
by Samuel Looper et al

10-08-2021

When Can We Learn General-Sum Markov Games with a Large Number of Players Sample-Efficiently?
by Ziang Song et al

10-08-2021

Medical Dead-ends and Learning to Identify High-risk States and Treatments
by Mehdi Fatemi et al

10-06-2021

Semi-relaxed Gromov Wasserstein divergence with applications on graphs
by Cédric Vincent-Cuaz et al

10-05-2021

Extensions of Kargers Algorithm: Why They Fail in Theory and How They Are Useful in Practice
by Erik Jenner et al

10-06-2021

Mismatched No More: Joint Model-Policy Optimization for Model-Based RL
by Benjamin Eysenbach et al

10-05-2021

An Overview of the Drone Open-Source Ecosystem
by John Glossner et al

10-07-2021

Pointwise Bounds for Distribution Estimation under Communication Constraints
by Wei-Ning Chen et al

10-06-2021

Seed Classification using Synthetic Image Datasets Generated from Low-Altitude UAV Imagery
by Venkat Margapuri et al

10-07-2021

Tile Embedding: A General Representation for Procedural Level Generation via Machine Learning
by Mrunal Jadhav et al

10-07-2021

Attention is All You Need? Good Embeddings with Statistics are enough: Audio Understanding WITHOUT Convolutions/Transformers/BERTs/Mixers/Attention/RNNs or ...
by Prateek Verma

10-07-2021

Explaining Deep Reinforcement Learning Agents In The Atari Domain through a Surrogate Model
by Alexander Sieusahai et al

10-07-2021

On the Optimal Memorization Power of ReLU Neural Networks
by Gal Vardi et al

10-08-2021

Maximize the Exploration of Congeneric Semantics for Weakly Supervised Semantic Segmentation
by Ke Zhang et al

10-08-2021

Knowledge-aware Coupled Graph Neural Network for Social Recommendation
by Chao Huang et al

10-05-2021

Thumb Assistance Via Active and Passive Exotendons in a Robotic Hand Orthosis for Stroke
by Ava Chen et al

10-06-2021

Improving Generalization of Deep Reinforcement Learning-based TSP Solvers
by Wenbin Ouyang et al

10-07-2021

Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning in NLP
by Zhijing Jin et al

10-05-2021

Debiased Graph Contrastive Learning
by Jun Xia et al

10-07-2021

A Data-Centric Approach for Training Deep Neural Networks with Less Data
by Mohammad Motamedi et al

10-07-2021

School Virus Infection Simulator for Customizing School Schedules During COVID-19
by Satoshi Takahashi et al

10-06-2021

Learning a Metacognition for Object Detection
by Marlene Berke et al

10-08-2021

On Explicit Constructions of Extremely Depth Robust Graphs
by Jeremiah Blocki et al

10-08-2021

Parallel Quantum Pebbling: Analyzing the Post-Quantum Security of iMHFs
by Jeremiah Blocki et al

10-06-2021

Consistent Counterfactuals for Deep Models
by Emily Black et al

10-05-2021

Remote and Rural Connectivity: Infrastructure and Resource Sharing Principles
by Thembelihle Dlamini et al

10-05-2021

Segre-Driven Radicality Testing
by Martin Helmer et al

10-05-2021

Pilot Decontamination Processing in Cell-Free Massive MIMO
by Alberto Alvarez Polegre et al

10-05-2021

RapidAI4EO: A Corpus for Higher Spatial and Temporal Reasoning
by Giovanni Marchisio et al

10-05-2021

MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer
by Sachin Mehta et al

10-07-2021

Bad-Policy Density: A Measure of Reinforcement Learning Hardness
by David Abel et al

10-05-2021

Efficient GPU implementation of randomized SVD and its applications
by Łukasz Struski et al

10-06-2021

Semantic Prediction: Which One Should Come First, Recognition or Prediction?
by Hafez Farazi et al

10-06-2021

Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance Computing
by Logan Ward et al

10-05-2021

NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks
by Federico Siciliano et al

10-06-2021

SIRe-Networks: Skip Connections over Interlaced Multi-Task Learning and Residual Connections for Structure Preserving Object Classification
by Danilo Avola et al

10-05-2021

ABC: Attention with Bounded-memory Control
by Hao Peng et al

10-05-2021

An Improved Approximation for Maximum kk-Dependent Set on Bipartite Graphs
by Seyedmohammadhossein Hosseinian et al

10-05-2021

Massively Parallel Probabilistic Computing with Sparse Ising Machines
by Navid Anjum Aadit et al

10-06-2021

Transliteration of Foreign Words in Burmese
by Chenchen Ding

10-06-2021

Offline RL With Resource Constrained Online Deployment
by Jayanth Reddy Regatti et al

10-06-2021

Attacks on Onion Discovery and Remedies via Self-Authenticating Traditional Addresses
by Paul Syverson et al

10-07-2021

Hardware Functional Obfuscation With Ferroelectric Active Interconnects
by Tonggunag Yu et al

10-08-2021

Big Machinery Data Preprocessing Methodology for Data-Driven Models in Prognostics and Health Management
by Sergio Cofre-Martel et al

10-08-2021

Active learning for interactive satellite image change detection
by Hichem Sahbi et al

10-08-2021

LCS: Learning Compressible Subspaces for Adaptive Network Compression at Inference Time
by Elvis Nunez et al

10-07-2021

Appearance
by Rachel McDonnell et al

10-08-2021

TopoDetect: Framework for Topological Features Detection in Graph Embeddings
by Maroun Haddad et al

10-08-2021

RelaySum for Decentralized Deep Learning on Heterogeneous Data
by Thijs Vogels et al

10-06-2021

Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer
by Yining Ma et al

10-07-2021

Near-Optimal Reward-Free Exploration for Linear Mixture MDPs with Plug-in Solver
by Xiaoyu Chen et al

10-07-2021

Sound Event Detection Guided by Semantic Contexts of Scenes
by Noriyuki Tonami et al

10-05-2021

Double Encoder-Decoder Networks for Gastrointestinal Polyp Segmentation
by Adrian Galdran et al

10-05-2021

Sicilian Translator: A Recipe for Low-Resource NMT
by Eryk Wdowiak

10-05-2021

High-rate storage codes on triangle-free graphs
by Alexander Barg et al

10-05-2021

Anchor-free Oriented Proposal Generator for Object Detection
by Gong Cheng et al

10-05-2021

CNN-based Human Detection for UAVs in Search and Rescue
by Nikite Mesvan

10-05-2021

Local certification of MSO properties for bounded treedepth graphs
by Nicolas Bousquet et al

10-05-2021

Reddit-TUDFE: practical tool to explore Reddit usability in data science and knowledge processing
by Jan Sawicki et al

10-05-2021

Label differential privacy via clustering
by Hossein Esfandiari et al

10-07-2021

What motivates people to telework? Exploratory study in a post-confinement context
by Steve Berberat et al

10-07-2021

Multivariate Anomaly Detection based on Prediction Intervals Constructed using Deep Learning
by Thabang Mathonsi et al

10-07-2021

SLASH: Embracing Probabilistic Circuits into Neural Answer Set Programming
by Arseny Skryagin et al

10-07-2021

AnoSeg: Anomaly Segmentation Network Using Self-Supervised Learning
by Jouwon Song et al

10-05-2021

Leveraging the Inductive Bias of Large Language Models for Abstract Textual Reasoning
by Christopher Michael Rytting et al

10-06-2021

Automatic Identification of the End-Diastolic and End-Systolic Cardiac Frames from Invasive Coronary Angiography Videos
by Yinghui Meng et al

10-06-2021

Parallel Composition of Weighted Finite-State Transducers
by Shubho Sengupta et al

10-06-2021

Generalizing Neural Networks by Reflecting Deviating Data in Production
by Yan Xiao et al

10-06-2021

Knothe-Rosenblatt transport for Unsupervised Domain Adaptation
by Aladin Virmaux et al

10-06-2021

Model Learning and Contextual Controller Tuning for Autonomous Racing
by Lukas P. Fröhlich et al

10-06-2021

DiffusionCLIP: Text-guided Image Manipulation Using Diffusion Models
by Gwanghyun Kim et al

10-06-2021

Predictability and Fairness in Load Aggregation and Operations of Virtual Power Plants
by Jakub Marecek et al

10-06-2021

Multi-Scale Convolutional Neural Network for Automated AMD Classification using Retinal OCT Images
by Saman Sotoudeh-Paima et al

10-06-2021

Unsupervised Multimodal Language Representations using Convolutional Autoencoders
by Panagiotis Koromilas et al

10-06-2021

Data-Centric Semi-Supervised Learning
by Xudong Wang et al

10-06-2021

Solving Multistage Stochastic Linear Programming via Regularized Linear Decision Rules: An Application to Hydrothermal Dispatch Planning
by Felipe Nazare et al

10-06-2021

PRRS Outbreak Prediction via Deep Switching Auto-Regressive Factorization Modeling
by Mohammadsadegh Shamsabardeh et al

10-06-2021

Efficient Sharpness-aware Minimization for Improved Training of Neural Networks
by Jiawei Du et al

10-06-2021

A Comparative Study of Transformer-Based Language Models on Extractive Question Answering
by Kate Pearce et al

10-06-2021

Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection using Meta-Learning
by Vibashan VS et al

10-05-2021

Random matrices in service of ML footprint: ternary random features with no performance loss
by Hafiz Tiomoko Ali et al

10-05-2021

Combining Physics and Deep Learning to learn Continuous-Time Dynamics Models
by Michael Lutter et al

10-05-2021

De-rendering Stylized Texts
by Wataru Shimoda et al

10-08-2021

Graph Meta Network for Multi-Behavior Recommendation
by Lianghao Xia et al

10-05-2021

A multiscale CFD model of blood flow in the human left heart coupled with a lumped-parameter model of the cardiovascular system
by Alberto Zingaro et al

10-05-2021

Open bibliographic data and the Italian National Scientific Qualification: measuring coverage of academic fields
by Federica Bologna et al

10-06-2021

A New Weakly Supervised Learning Approach for Real-time Iron Ore Feed Load Estimation
by Li Guo et al

10-08-2021

New Insights into Graph Convolutional Networks using Neural Tangent Kernels
by Mahalakshmi Sabanayagam et al

10-08-2021

Enhancing business process execution with a context engine
by Christian Janiesch Jörn Kuhlenkamp

10-06-2021

Deep Slap Fingerprint Segmentation for Juveniles and Adults
by M. G. Sarwar Murshed et al

10-06-2021

A Neural Anthropometer Learning from Body Dimensions Computed on Human 3D Meshes
by Yansel González Tejeda et al

10-06-2021

Test-time Batch Statistics Calibration for Covariate Shift
by Fuming You et al

10-05-2021

Hybrid Classical-Quantum method for Diabetic Foot Ulcer Classification
by Azadeh Alavi et al

10-06-2021

User Scheduling and Power Allocation for Precoded Multi-Beam High Throughput Satellite Systems with Individual Quality of Service Constraints
by Trinh Van Chien et al

10-06-2021

ActiveMatch: End-to-end Semi-supervised Active Representation Learning
by Xinkai Yuan et al

10-06-2021

KNN-BERT: Fine-Tuning Pre-Trained Models with KNN Classifier
by Linyang Li et al

10-06-2021

On the Importance of Firth Bias Reduction in Few-Shot Classification
by Saba Ghaffari et al

10-05-2021

Using Elasticsearch for entity recognition in affiliation disambiguation
by Anne L'Hôte et al

10-05-2021

Continuous-Time Fitted Value Iteration for Robust Policies
by Michael Lutter et al

10-05-2021

Classification of high-dimensional data with spiked covariance matrix structure
by Yin-Jen Chen et al

10-07-2021

Optimal SNR Analysis for Single-user RIS Systems in Ricean and Rayleigh Environments
by Ikram Singh et al

10-07-2021

CCGG: A Deep Autoregressive Model for Class-Conditional Graph Generation
by Matin Yousefabadi et al

10-07-2021

Hitting the Target: Stopping Active Learning at the Cost-Based Optimum
by Zac Pullar-Strecker et al

10-07-2021

FOCUS: Familiar Objects in Common and Uncommon Settings
by Priyatham Kattakinda et al

10-07-2021

Toward a Theory of Programming Language and Reasoning Assistant Design: Minimizing Cognitive Load
by Michael Coblenz

10-06-2021

Coded Shotgun Sequencing
by Aditya Narayan Ravi et al

10-06-2021

Sequence-to-Sequence Lexical Normalization with Multilingual Transformers
by Ana-Maria Bucur et al

10-06-2021

8-bit Optimizers via Block-wise Quantization
by Tim Dettmers et al

10-06-2021

RevASIDE: Assignment of Suitable Reviewer Sets for Publications from Fixed Candidate Pools
by Christin Katharina Kreutz et al

10-06-2021

Exploring the Common Principal Subspace of Deep Features in Neural Networks
by Haoran Liu et al

10-06-2021

Spike-inspired Rank Coding for Fast and Accurate Recurrent Neural Networks
by Alan Jeffares et al

10-06-2021

Tight bounds for counting colorings and connected edge sets parameterized by cutwidth
by Carla Groenland et al

10-06-2021

On Margin Maximization in Linear and ReLU Networks
by Gal Vardi et al

10-08-2021

Function-private Conditional Disclosure of Secrets and Multi-evaluation Threshold Distributed Point Functions
by Nolan Miranda et al

10-08-2021

Toward a Visual Concept Vocabulary for GAN Latent Space
by Sarah Schwettmann et al

10-07-2021

Enabling On-Device Training of Speech Recognition Models with Federated Dropout
by Dhruv Guliani et al

10-06-2021

Tribuo: Machine Learning with Provenance in Java
by Adam Pocock

10-06-2021

Efficient Methods for Online Multiclass Logistic Regression
by Naman Agarwal et al

10-06-2021

Dynamically Decoding Source Domain Knowledge For Unseen Domain Generalization
by Cuicui Kang et al

10-06-2021

Human Capabilities as Guiding Lights for the Field of AI-HRI: Insights from Engineering Education
by Tom Williams et al

10-06-2021

A Fast Randomized Algorithm for Massive Text Normalization
by Nan Jiang et al

10-06-2021

Reconsidering Optimistic Algorithms for Relational DBMS
by Malcolm Crowe et al

10-06-2021

On the Generalization of Models Trained with SGD: Information-Theoretic Bounds and Implications
by Ziqiao Wang et al

10-06-2021

Reliable Probability Intervals For Classification Using Inductive Venn Predictors Based on Distance Learning
by Dimitrios Boursinos et al

10-06-2021

Improving Adversarial Robustness for Free with Snapshot Ensemble
by Yihao Wang

10-06-2021

Faster algorithm for Unique (k,2)(k,2)-CSP
by Or Zamir

10-07-2021

Joint calibration and mapping of satellite altimetry data using trainable variational models
by Quentin Febvre et al

10-05-2021

Robustness modularity in complex networks
by Filipi N. Silva et al

10-05-2021

On the Correspondence between Gaussian Processes and Geometric Harmonics
by Felix Dietrich et al

10-08-2021

TRUNet: Transformer-Recurrent-U Network for Multi-channel Reverberant Sound Source Separation
by Ali Aroudi et al

10-08-2021

Towards Math-Aware Automated Classification and Similarity Search of Scientific Publications: Methods of Mathematical Content Representations
by Michal Růžička et al

10-08-2021

Pick Your Battles: Interaction Graphs as Population-Level Objectives for Strategic Diversity
by Marta Garnelo et al

10-08-2021

Polygon Area Decomposition Using a Compactness Metric
by Mariusz Wzorek et al

10-08-2021

Minimal-Configuration Anomaly Detection for IIoT Sensors
by Clemens Heistracher et al

10-05-2021

Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings
by Marco Di Giovanni et al

10-05-2021

Autoregressive Diffusion Models
by Emiel Hoogeboom et al

10-06-2021

Cut the CARP: Fishing for zero-shot story evaluation
by Shahbuland Matiana et al

10-05-2021

Complexity of Traveling Tournament Problem with Trip Length More Than Three
by Diptendu Chatterjee

10-08-2021

SCaLa: Supervised Contrastive Learning for End-to-End Automatic Speech Recognition
by Li Fu et al

10-06-2021

Stegomalware: A Systematic Survey of MalwareHiding and Detection in Images, Machine LearningModels and Research Challenges
by Rajasekhar Chaganti et al

10-06-2021

More on Change-Making and Related Problems
by Timothy M. Chan et al

10-06-2021

Capturing Structural Locality in Non-parametric Language Models
by Frank F. Xu et al

10-07-2021

SkullEngine: A Multi-stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection
by Qin Liu et al

10-07-2021

Uniform Guarded Fragments
by Reijo Jaakkola

10-07-2021

How Tertiary Studies perform Quality Assessment of Secondary Studies in Software Engineering
by Dolors Costal et al

10-06-2021

Randomized Nystr\om Preconditioning
by Zachary Frangella et al

10-05-2021

Applying Machine Learning to Study Fluid Mechanics
by Steven L. Brunton

10-05-2021

A Methodology to Identify Cognition Gaps in Visual Recognition Applications Based on Convolutional Neural Networks
by Hannes Vietz et al

10-05-2021

The Potential of Machine Learning to Enhance Computational Fluid Dynamics
by Ricardo Vinuesa et al

10-06-2021

Space-Time Graph Neural Networks
by Samar Hadou et al

10-06-2021

Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings
by Sawsan Alqahtani et al

10-06-2021

Human-in-the-Loop Refinement of Word Embeddings
by James Powell et al

10-07-2021

Stable Prediction on Graphs with Agnostic Distribution Shift
by Shengyu Zhang et al

10-07-2021

Generalization in Deep RL for TSP Problems via Equivariance and Local Search
by Wenbin Ouyang et al

10-07-2021

Ship Performance Monitoring using Machine-learning
by Prateek Gupta et al

10-08-2021

An End-to-End Trainable Video Panoptic Segmentation Method usingTransformers
by Jeongwon Ryu et al

10-07-2021

Boxhead: A Dataset for Learning Hierarchical Representations
by Yukun Chen et al

10-06-2021

Iterate Averaging and Filtering Algorithms for Linear Inverse Problems
by Felix G. Jones et al

10-06-2021

Integrating Categorical Features in End-to-End ASR
by Rongqing Huang

10-06-2021

Physics-informed neural network simulation of multiphase poroelasticity using stress-split sequential training
by Ehsan Haghighat et al

10-06-2021

SPEED+: Next Generation Dataset for Spacecraft Pose Estimation across Domain Gap
by Tae Ha Park et al

10-06-2021

Lightweight Speech Enhancement in Unseen Noisy and Reverberant Conditions using KISS-GEV Beamforming
by Thomas Bernard et al

10-06-2021

Hybrid Pointer Networks for Traveling Salesman Problems Optimization
by Ahmed Stohy et al

10-06-2021

Multi-Trigger-Key: Towards Multi-Task Privacy Preserving In Deep Learning
by Ren Wang et al

10-05-2021

Phoebe: A Learning-based Checkpoint Optimizer
by Yiwen Zhu et al

10-05-2021

Transformer Assisted Convolutional Network for Cell Instance Segmentation
by Deepanshu Pandey et al

10-05-2021

Bilevel Imaging Learning Problems as Mathematical Programs with Complementarity Constraints
by Juan Carlos De los Reyes et al

10-05-2021

Design of Spiral-Cable Forearm Exoskeleton to Provide Supination Adjustment for Hemiparetic Stroke Subjects
by Ava Chen et al

10-05-2021

SeanNet: Semantic Understanding Network for Localization Under Object Dynamics
by Xiao Li et al

10-05-2021

Turing approximations, toric isometric embeddings & manifold convolutions
by P. Suárez-Serrato

10-08-2021

Taming Sparsely Activated Transformer with Stochastic Experts
by Simiao Zuo et al

10-07-2021

A novel approach for MBSFN Area Formation aided by D2D Communications for eMBB Service Delivery in 5G NR Systems
by Federica Rinaldi et al

10-08-2021

A study of the robustness of raw waveform based speaker embeddings under mismatched conditions
by Ge Zhu et al

10-08-2021

Learning Sparse Graphs with a Core-periphery Structure
by Sravanthi Gurugubelli et al

10-08-2021

Pathologies in priors and inference for Bayesian transformers
by Tristan Cinquin et al

10-07-2021

Learning Higher-Order Dynamics in Video-Based Cardiac Measurement
by Brian L. Hill et al

10-07-2021

Direct design of biquad filter cascades with deep learning by sampling random polynomials
by Joseph T. Colonel et al

10-05-2021

Deep Neural Networks and Tabular Data: A Survey
by Vadim Borisov et al

10-06-2021

T-SNE Is Not Optimized to Reveal Clusters in Data
by Zhirong Yang et al

10-07-2021

Speeding up Deep Model Training by Sharing Weights and Then Unsharing
by Shuo Yang et al

10-07-2021

Machine Translation Verbosity Control for Automatic Dubbing
by Surafel M. Lakew et al

10-07-2021

Input Length Matters: An Empirical Study Of RNN-T And MWER Training For Long-form Telephony Speech Recognition
by Zhiyun Lu et al

10-07-2021

Toward a Wearable Biosensor Ecosystem on ROS 2 for Real-time Human-Robot Interaction Systems
by Wonse Jo et al

10-05-2021

Post-hoc Models for Performance Estimation of Machine Learning Inference
by Xuechen Zhang et al

10-06-2021

A Review of Computer Vision Technologies for Fish Tracking
by Zhenbo Li et al

10-07-2021

Unprovability results for clause set cycles
by Stefan Hetzl et al

10-06-2021

Learning the Optimal Recommendation from Explorative Users
by Fan Yao et al

10-06-2021

Automatic Tuning of Federated Learning Hyper-Parameters from System Perspective
by Huanle Zhang et al

10-08-2021

Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network
by Xiyue Zhang et al

10-06-2021

Policy iteration method for time-dependent Mean Field Games systems with non-separable Hamiltonians
by Mathieu Laurière et al

10-08-2021

UniNet: Unified Architecture Search with Convolution, Transformer, and MLP
by Jihao Liu et al

10-08-2021

Simulations for novel problems in recommendation: analyzing misinformation and data characteristics
by Alejandro Bellogín et al

10-06-2021

A Novel Approach for Attack Tree to Attack Graph Transformation: Extended Version
by Nathan Daniel Schiele et al

10-05-2021

Does Domain Change the Opinion of Individuals on Human Values? A Preliminary Investigation on eHealth Apps End-users
by Humphrey Obie et al

10-05-2021

Attaining Interpretability in Reinforcement Learning via Hierarchical Primitive Composition
by Jeong-Hoon Lee et al

10-05-2021

Traffic control Management System and Collision Avoidance System
by Gangadhar et al

10-05-2021

The Artificial Scientist: Logicist, Emergentist, and Universalist Approaches to Artificial General Intelligence
by Michael Timothy Bennett et al

10-05-2021

Thinking Fast and Slow in AI: the Role of Metacognition
by Marianna Bergamaschi Ganapini et al

10-05-2021

Compression, The Fermi Paradox and Artificial Super-Intelligence
by Michael Timothy Bennett

10-05-2021

Truth-Conditional Captioning of Time Series Data
by Harsh Jhamtani et al

10-05-2021

Exploring Conditional Text Generation for Aspect-Based Sentiment Analysis
by Siva Uday Sampreeth Chebolu et al

10-05-2021

A Formal Characterization of Black-Box System Safety Performance with Scenario Sampling
by Bowen Weng et al

10-05-2021

On the Impact of Stable Ranks in Deep Nets
by Bogdan Georgiev et al

10-05-2021

Reward-Punishment Symmetric Universal Intelligence
by Samuel Allen Alexander et al

10-05-2021

An Exploration of the Mentorship Needs of Research Software Engineers
by Reed Milewicz et al

10-05-2021

Measuring chemical likeness of stars with RSCA
by Damien de Mijolla et al

10-05-2021

Notarial timestamps savings in logs management via Merkle trees and Key Derivation Functions
by Andrea Barontini

10-05-2021

Solve Minimax Optimization by Anderson Acceleration
by Huan He et al

10-07-2021

ATISS: Autoregressive Transformers for Indoor Scene Synthesis
by Despoina Paschalidou et al

10-06-2021

Adversarial Attacks on Spiking Convolutional Networks for Event-based Vision
by Julian Büchel et al

10-08-2021

Perceived and Intended Sarcasm Detection with Graph Attention Networks
by Joan Plepi et al

10-08-2021

Learning to Centralize Dual-Arm Assembly
by Marvin Alles et al

10-08-2021

Trident Pyramid Networks: The importance of processing at the feature pyramid level for better object detection
by Cédric Picron et al

10-05-2021

VC dimension of partially quantized neural networks in the overparametrized regime
by Yutong Wang et al

10-06-2021

No-Press Diplomacy from Scratch
by Anton Bakhtin et al

10-06-2021

Data Twinning
by Akhil Vakayil et al

10-07-2021

Learning invariance preserving moment closure model for Boltzmann-BGK equation
by Zhengyi Li et al

10-07-2021

Dense Gaussian Processes for Few-Shot Segmentation
by Joakim Johnander et al

10-07-2021

Solving the Dirichlet problem for the Monge-Amp\`ere equation using neural networks
by Kaj Nyström et al

10-07-2021

On Equivalence Checking for Orthocomplemented Bisemilattices in Log-Linear Time
by Simon Guilloud et al

10-06-2021

QTN-VQC: An End-to-End Learning framework for Quantum Neural Networks
by Jun Qi et al

10-07-2021

Correct Me if I am Wrong: Interactive Learning for Robotic Manipulation
by Eugenio Chisari et al

10-07-2021

Contrastive Learning for Source Code with Structural and Functional Properties
by Yangruibo Ding et al

10-05-2021

Sum-rate Maximization in Uplink CRAN with a Massive MIMO Fronthaul
by Dick Maryopi et al

10-05-2021

S2 Reducer: High-Performance Sparse Communication to Accelerate Distributed Deep Learning
by Keshi Ge et al

10-06-2021

Anomaly Detection based on Compressed Data: an Information Theoretic Characterization
by Alex Marchioni et al

10-05-2021

Visualizing Trace Variants From Partially Ordered Event Data
by Daniel Schuster et al

10-06-2021

A hybrid approach for dynamically training a torque prediction model for devising a human-machine interface control strategy
by Sharmita Dey et al

10-06-2021

Statistical Random Number Generator Attack against the Kirchhoff-Law-Johnson-Noise (KLJN) Secure Key Exchange Protocol
by Christiana Chamon et al

10-06-2021

Simulation of Derivatives Post-Trade Services using an Authoritative Data Store and the ISDA Common Domain Model
by Vikram A. Bakshi et al

10-06-2021

Long-tailed Distribution Adaptation
by Zhiliang Peng et al

10-06-2021

On Neurons Invariant to Sentence Structural Changes in Neural Machine Translation
by Gal Patel et al

10-07-2021

From the Head or the Heart? An Experimental Design on the Impact of Explanation on Cognitive and Affective Trust
by Qiaoning Zhang et al

10-05-2021

On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation
by Xuebo Liu et al

10-05-2021

UHP-SOT: An Unsupervised High-Performance Single Object Tracker
by Zhiruo Zhou et al

10-05-2021

An Efficient Anomaly Detection Approach using Cube Sampling with Streaming Data
by Seemandhar Jain et al

10-05-2021

Neural Network Adversarial Attack Method Based on Improved Genetic Algorithm
by Dingming Yang et al

10-05-2021

Robustness and sample complexity of model-based MARL for general-sum Markov games
by Jayakumar Subramanian et al

10-05-2021

Reconstruction of Sets of Strings from Prefix/Suffix Compositions
by Ryan Gabrys et al

10-06-2021

Efficient and High-quality Prehensile Rearrangement in Cluttered and Confined Spaces
by Rui Wang et al

10-06-2021

Combined Regularization and Discretization of Equilibrium Problems and Primal-Dual Gap Estimators
by Steven-Marian Stengl

10-07-2021

Optical secret sharing with cascaded metasurface holography
by Philip Georgi et al

10-05-2021

Networked Time Series Prediction with Incomplete Data
by Yichen Zhu et al

10-06-2021

Grasp-Oriented Fine-grained Cloth Segmentation without Real Supervision
by Ruijie Ren et al

10-06-2021

Meta Internal Learning
by Raphael Bensadoun et al

10-06-2021

Resolution-Optimal Motion Planning for Steerable Needles
by Mengyu Fu et al

10-06-2021

Geometric and Physical Quantities improve E(3) Equivariant Message Passing
by Johannes Brandstetter et al

10-06-2021

CCO-VOXEL: Chance Constrained Optimization over Uncertain Voxel-Grid Representation for Safe Trajectory Planning
by Sudarshan S Harithas et al

10-05-2021

Multi-Object Tracking with Deep Learning Ensemble for Unmanned Aerial System Applications
by Wanlin Xie et al

10-07-2021

Situated Dialogue Learning through Procedural Environment Generation
by Prithviraj Ammanabrolu et al

10-07-2021

Optimizing Oil and Gas Acquisitions Using Recommender Systems
by Harsh Kumar et al

10-07-2021

Global sensitivity analysis in probabilistic graphical models
by Rafael Ballester-Ripoll et al

10-07-2021

Reinforcement Learning in Reward-Mixing MDPs
by Jeongyeol Kwon et al

10-07-2021

Adaptive Early-Learning Correction for Segmentation from Noisy Annotations
by Sheng Liu et al

10-07-2021

Sequence-To-Sequence Voice Conversion using F0 and Time Conditioning and Adversarial Learning
by Frederik Bous et al

10-07-2021

Adversarial Attack by Limited Point Cloud Surface Modifications
by Atrin Arya et al

10-07-2021

Moment evolution equations and moment matching for stochastic image EPDiff
by Alexander Christgau et al

10-07-2021

Frame Averaging for Invariant and Equivariant Network Design
by Omri Puny et al

10-05-2021

Coarsening Optimization for Differentiable Programming
by Xipeng Shen et al

10-05-2021

TensorPlan and the Few Actions Lower Bound for Planning in MDPs under Linear Realizability of Optimal Value Functions
by Gellért Weisz et al

10-05-2021

OTTR: Off-Road Trajectory Tracking using Reinforcement Learning
by Akhil Nagariya et al

10-07-2021

Adversarial Retriever-Ranker for dense text retrieval
by Hang Zhang et al

10-06-2021

A Few-shot Learning Graph Multi-Trajectory Evolution Network for Forecasting Multimodal Baby Connectivity Development from a Baseline Timepoint
by Alaa Bessadok et al

10-07-2021

A Sidelink-Aided Approach for Secure Multicast Service Delivery: from Human-Oriented Multimedia Traffic to Machine Type Communications
by S. Pizzi et al

10-07-2021

Prototype Learning for Interpretable Respiratory Sound Analysis
by Zhao Ren et al

10-05-2021

Analysis and Optimization of HARQ for URLLC
by Faisal Nadeem et al

10-05-2021

Multi-Modal Attack Detection for Cyber-Physical Additive Manufacturing
by Shih-Yuan Yu et al

10-05-2021

The generalized Floquet-Bloch spectrum for periodic thermodiffusive layered materials
by Francesca Fantoni et al

10-05-2021

On the Properties of Error Patterns in the Constant Lee Weight Channel
by Jessica Bariffi et al

10-05-2021

Extracting Major Topics of COVID-19 Related Tweets
by Faezeh Azizi et al

10-05-2021

Permute Me Softly: Learning Soft Permutations for Graph Representations
by Giannis Nikolentzos et al

10-05-2021

Emerging trends and collaboration patterns unveil the scientific production in blockchain technology: A bibliometric and network analysis from 2014-2020
by Kiran Sharma et al

10-05-2021

NOMA-Aided Joint Radar and Multicast-Unicast Communication Systems
by Xidong Mu et al

10-05-2021

Simultaneously Transmitting and Reflecting (STAR)-RISs: A Coupled Phase-Shift Model
by Yuanwei Liu et al

10-05-2021

Interpreting intermediate convolutional layers in unsupervised acoustic word classification
by Gašper Beguš et al

10-05-2021

Foundations of Symbolic Languages for Model Interpretability
by Marcelo Arenas et al

10-07-2021

Permutation Compressors for Provably Faster Distributed Nonconvex Optimization
by Rafał Szlendak et al

10-07-2021

Diabetic Retinopathy Screening Using Custom-Designed Convolutional Neural Network
by Fahman Saeed et al

10-07-2021

End-to-End Supermask Pruning: Learning to Prune Image Captioning Models
by Jia Huei Tan et al

10-07-2021

End-to-end label uncertainty modeling for speech emotion recognition using Bayesian neural networks
by Navin Raj Prabhu et al

10-07-2021

EF21 with Bells & Whistles: Practical Algorithmic Extensions of Modern Error Feedback
by Ilyas Fatkhullin et al

10-07-2021

Ranking Warnings of Static Analysis Tools Using Representation Learning
by Kien-Tuan Ngo et al

10-07-2021

MC-LCR: Multi-modal contrastive classification by locally correlated representations for effective face forgery detection
by Gaojian Wang et al

10-07-2021

Robotic Lever Manipulation using Hindsight Experience Replay and Shapley Additive Explanations
by Sindre Benjamin Remman et al

10-05-2021

ur-iw-hnt at GermEval 2021: An Ensembling Strategy with Multiple BERT Models
by Hoai Nam Tran et al

10-06-2021

Simplicial Convolutional Neural Networks
by Maosheng Yang et al

10-06-2021

EdiTTS: Score-based Editing for Controllable Text-to-Speech
by Jaesung Tae et al

10-06-2021

Deep Identification of Nonlinear Systems in Koopman Form
by Lucian Cristian Iacob et al

10-06-2021

Deep Transfer Learning for Land Use Land Cover Classification: A Comparative Study
by Raoof Naushad et al

10-07-2021

De-randomizing MCMC dynamics with the diffusion Stein operator
by Zheyang Shen et al

10-07-2021

User Requirements for Software Game Process; An Empirical Investigation
by Saiqa Aleem et al

10-07-2021

Food Science Spectroscopy Model Training: Improving Data Efficiency Using Active Learning and Semi-Supervised Learning
by Huanle Zhang et al

10-07-2021

Trusted and Secured D2D-Aided Communications in 5G Networks
by C. Suraci et al

10-07-2021

Design Strategy Network: A deep hierarchical framework to represent generative design strategies in complex action spaces
by Ayush Raina et al

10-07-2021

A simple equivariant machine learning method for dynamics based on scalars
by Weichi Yao et al

10-07-2021

Group-based Delivery of Critical Traffic in Cellular IoT Networks
by F. Rinaldi et al

10-07-2021

Label Propagation across Graphs: Node Classification using Graph Neural Tangent Kernels
by Artun Bayer et al

10-06-2021

A Region-based Collaborative Management Scheme for Dynamic Clustering in Green VANET
by Bingyi Liu et al

10-06-2021

MTCD: Cataract Detection via Near Infrared Eye Images
by Pavani Tripathi et al

10-07-2021

Uncertainty Set Prediction of Aggregated Wind Power Generation based on Bayesian LSTM and Spatio-Temporal Analysis
by Xiaopeng Li et al

10-07-2021

¯GmstG¯mst:An Unbiased Stratified Statistic and a Fast Gradient Optimization Algorithm Based on It
by Aixiang Chen

10-06-2021

Adaptive control of a mechatronic system using constrained residual reinforcement learning
by Tom Staessens et al

10-07-2021

Noisy Text Data: Achilles Heel of popular transformer based NLP models
by Kartikay Bagla et al

10-07-2021

Optimized U-Net for Brain Tumor Segmentation
by Michał Futrega et al

10-07-2021

Learning to Regress Bodies from Images using Differentiable Semantic Rendering
by Sai Kumar Dwivedi et al

10-08-2021

Tensor train completion: local recovery guarantees via Riemannian optimization
by Stanislav Budzinskiy et al

10-05-2021

Neural Transition System for End-to-End Opinion Role Labeling
by Shengqiong Wu et al

10-05-2021

Empowering Local Communities Using Artificial Intelligence
by Yen-Chia Hsu et al

10-05-2021

Sound Event Detection Transformer: An Event-based End-to-End Model for Sound Event Detection
by Zhirong Ye et al

10-08-2021

Improving Kinodynamic Planners for Vehicular Navigation with Learned Goal-Reaching Controllers
by Aravind Sivaramakrishnan et al

10-07-2021

Accelerated Componentwise Gradient Boosting using Efficient Data Representation and Momentum-based Optimization
by Daniel Schalk et al

10-08-2021

Learning Topic Models: Identifiability and Finite-Sample Analysis
by Yinyin Chen et al

10-07-2021

Peer Collaborative Learning for Polyphonic Sound Event Detection
by Hayato Endo et al

10-08-2021

lambeq: An Efficient High-Level Python Library for Quantum NLP
by Dimitri Kartsaklis et al

10-06-2021

Use of Deterministic Transforms to Design Weight Matrices of a Neural Network
by Pol Grau Jurado et al

10-05-2021

BI-RADS-Net: An Explainable Multitask Learning Approach for Cancer Diagnosis in Breast Ultrasound Images
by Boyu Zhang et al

10-08-2021

Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation
by Lianghao Xia et al

10-08-2021

Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network
by Lianghao Xia et al

10-05-2021

CARL: A Benchmark for Contextual and Adaptive Reinforcement Learning
by Carolin Benjamins et al

10-08-2021

KaraSinger: Score-Free Singing Voice Synthesis with VQ-VAE using Mel-spectrograms
by Chien-Feng Liao et al

10-07-2021

UoB at SemEval-2021 Task 5: Extending Pre-Trained Language Models to Include Task and Domain-Specific Information for Toxic Span Prediction
by Erik Yan et al

10-06-2021

SNEAK: Faster Interactive Search-based Software Engineering (using Semi-Supervised Learning)
by Andre Lustosa et al

10-06-2021

On the Global Convergence of Gradient Descent for multi-layer ResNets in the mean-field regime
by Zhiyan Ding et al

10-05-2021

Inverse Kinematics and Dexterous Workspace Formulation for 2-Segment Continuum Robots with Inextensible Segments
by Yifan Wang et al

10-05-2021

Data Augmentation Approaches in Natural Language Processing: A Survey
by Bohan Li et al

10-05-2021

Hypernetworks for Continual Semi-Supervised Learning
by Dhanajit Brahma et al

10-05-2021

ASR Rescoring and Confidence Estimation with ELECTRA
by Hayato Futami et al

10-05-2021

KKT Conditions, First-Order and Second-Order Optimization, and Distributed Optimization: Tutorial and Survey
by Benyamin Ghojogh et al

10-05-2021

Geometric Algebra Attention Networks for Small Point Clouds
by Matthew Spellings

10-05-2021

Quasi-Newton policy gradient algorithms
by Haoya Li et al

10-07-2021

Regression markets and application to energy forecasting
by Pierre Pinson et al

10-08-2021

Statistical Regeneration Guarantees of the Wasserstein Autoencoder with Latent Space Consistency
by Anish Chakrabarty et al

10-06-2021

Secure Byzantine-Robust Distributed Learning via Clustering
by Raj Kiriti Velicheti et al

10-07-2021

SVG-Net: An SVG-based Trajectory Prediction Model
by Mohammadhossein Bahari et al

10-05-2021

Verified eigenvalue and eigenvector computations using complex moments and the Rayleigh-Ritz procedure for generalized Hermitian eigenvalue problems
by Akira Imakura et al

10-05-2021

VESPo: Verified Evaluation of Secret Polynomials
by Jean-Guillaume Dumas et al

10-07-2021

Learning Pessimism for Robust and Efficient Off-Policy Reinforcement Learning
by Edoardo Cetin et al

10-07-2021

Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data
by Jiaxing Huang et al

10-05-2021

Unifying Likelihood-free Inference with Black-box Sequence Design and Beyond
by Dinghuai Zhang et al

10-07-2021

WenetSpeech: A 10000+ Hours Multi-domain Mandarin Corpus for Speech Recognition
by Binbin Zhang et al

10-07-2021

Hafnia Hands: A Multi-Skin Hand Texture Resource for Virtual Reality Research
by Henning Pohl et al

10-06-2021

Data-driven behavioural biometrics for continuous and adaptive user verification using Smartphone and Smartwatch
by Akriti Verma et al

10-07-2021

A uniformly accurate scheme for the numerical integration of penalized Langevin dynamics
by Adrien Laurent

10-08-2021

A Framework for Aspectual Requirements Validation: An Experimental Study
by Abdelsalam M. Maatuk et al

10-08-2021

Nonconvex-Nonconcave Min-Max Optimization with a Small Maximization Domain
by Dmitrii M. Ostrovskii et al

10-08-2021

Bounds for the Twin-width of Graphs
by Jungho Ahn et al

10-08-2021

Social Recommendation with Self-Supervised Metagraph Informax Network
by Xiaoling Long et al

10-05-2021

Data Validation for Big Live Data
by Malcolm Crowe et al

10-05-2021

The Typed Graph Model -- a Supermodel for Model Management and Data Integration
by Fritz Laux

10-08-2021

A Wireless Intrusion Detection System for 802.11 WPA3 Networks
by Neil Dalal et al

10-07-2021

Estimating Image Depth in the Comics Domain
by Deblina Bhattacharjee et al

10-07-2021

A New Simple Vision Algorithm for Detecting the Enzymic Browning Defects in Golden Delicious Apples
by Hamid Majidi Balanji

10-08-2021

VieSum: How Robust Are Transformer-based Models on Vietnamese Summarization?
by Hieu Nguyen et al

10-07-2021

Training Stable Graph Neural Networks Through Constrained Learning
by Juan Cervino et al

10-08-2021

Co-link analysis as a monitoring tool: A webometric use case to map the web relationships of research projects
by Jonathan Dudek et al

10-08-2021

F-Divergences and Cost Function Locality in Generative Modelling with Quantum Circuits
by Chiara Leadbeater et al

10-07-2021

Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling
by Liwen Wang et al

10-06-2021

Is An Image Worth Five Sentences? A New Look into Semantics for Image-Text Matching
by Ali Furkan Biten et al

10-06-2021

A multi-order smoothed particle hydrodynamics method for cardiac electromechanics with the Purkinje network
by Chi Zhang et al

10-06-2021

MovingFashion: a Benchmark for the Video-to-Shop Challenge
by Marco Godi et al

10-06-2021

CLIP-Forge: Towards Zero-Shot Text-to-Shape Generation
by Aditya Sanghi et al

10-06-2021

Characterizing Learning Dynamics of Deep Neural Networks via Complex Networks
by Emanuele La Malfa et al

10-06-2021

Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem
by Jingwen Li et al

10-06-2021

SWAT Watershed Model Calibration using Deep Learning
by M. K. Mudunuru et al

10-05-2021

Is Attention always needed? A Case Study on Language Identification from Speech
by Atanu Mandal et al

10-07-2021

Fast learning from label proportions with small bags
by Denis Baručić et al

10-05-2021

Rate Splitting Multiple Access for Semi-Grant-Free Transmissions
by Hongwu Liu et al

10-05-2021

A study of first-passage time minimization via Q-learning in heated gridworlds
by M. A. Larchenko et al

10-07-2021

Scale Invariant Domain Generalization Image Recapture Detection
by Jinian Luo et al

10-07-2021

Privacy-preserving methods for smart-meter-based network simulations
by Jordan Holweger et al

10-07-2021

On the relationship between disentanglement and multi-task learning
by Łukasz Maziarka et al

10-07-2021

HABCSm: A Hamming Based t-way Strategy Based on Hybrid Artificial Bee Colony for Variable Strength Test Sets Generation
by Ammar K Alazzawi et al

10-07-2021

A Multi-viewpoint Outdoor Dataset for Human Action Recognition
by Asanka G. Perera et al

10-07-2021

A Meta-learning Approach to Reservoir Computing: Time Series Prediction with Limited Data
by Daniel Canaday et al

10-08-2021

Discover, Hallucinate, and Adapt: Open Compound Domain Adaptation for Semantic Segmentation
by KwanYong Park et al

10-08-2021

Entanglement Swapping in Quantum Switches: Protocol Design and Stability Analysis
by Wenhan Dai et al

10-07-2021

Detecting adversaries in Crowdsourcing
by Panagiotis A. Traganitis et al

10-07-2021

Bisimulations for Neural Network Reduction
by Pavithra Prabhakar

10-07-2021

Contextual Sentence Classification: Detecting Sustainability Initiatives in Company Reports
by Dan Hirlea et al

10-05-2021

Shape-aware Multi-Person Pose Estimation from Multi-View Images
by Zijian Dong et al

10-05-2021

Ripple Attention for Visual Perception with Sub-quadratic Complexity
by Lin Zheng et al

10-05-2021

When is the Convergence Time of Langevin Algorithms Dimension Independent? A Composite Optimization Viewpoint
by Yoav Freund et al

10-08-2021

Towards Creating a Standardized Collection of Simple and Targeted Experiments to Analyze Core Aspects of the Recommender Systems Problem
by Andrea Barraza-Urbina

10-08-2021

Ranking Cost: Building An Efficient and Scalable Circuit Routing Planner with Evolution-Based Optimization
by Shiyu Huang et al

10-05-2021

Graph Coloring: Comparing Cluster Graphs to Factor Graphs
by Simon Streicher et al

10-05-2021

TENT: Text Classification Based on ENcoding Tree Learning
by Chong Zhang et al

10-05-2021

An Approach of Replicating Multi-Staged Cyber-Attacks and Countermeasures in a Smart Grid Co-Simulation Environment
by Ömer Sen et al

10-06-2021

NUS-IDS at FinCausal 2021: Dependency Tree in Graph Neural Network for Better Cause-Effect Span Detection
by Fiona Anting Tan et al

10-05-2021

Task-aware Privacy Preservation for Multi-dimensional Data
by Jiangnan Cheng et al

10-08-2021

Offline Meta-Reinforcement Learning for Industrial Insertion
by Tony Z. Zhao et al

10-07-2021

Active Extrinsic Contact Sensing: Application to General Peg-in-Hole Insertion
by Sangwoon Kim et al

10-08-2021

On the Implicit Biases of Architecture & Gradient Descent
by Jeremy Bernstein et al

10-07-2021

Shift-BNN: Highly-Efficient Probabilistic Bayesian Neural Network Training via Memory-Friendly Pattern Retrieving
by Qiyu Wan et al

10-07-2021

Formalizing Geometric Algebra in Lean
by Eric Wieser et al

10-06-2021

StairwayGraphNet for Inter- and Intra-modality Multi-resolution Brain Graph Alignment and Synthesis
by Islem Mhiri et al

10-06-2021

Computational lower bounds of the Maxwell eigenvalues
by Dietmar Gallistl et al

10-06-2021

Sequential Reptile: Inter-Task Gradient Alignment for Multilingual Learning
by Seanie Lee et al

10-06-2021

Deep Classifiers with Label Noise Modeling and Distance Awareness
by Vincent Fortuin et al

10-05-2021

Shapley variable importance clouds for interpretable machine learning
by Yilin Ning et al

10-05-2021

Detecting and Quantifying Malicious Activity with Simulation-based Inference
by Andrew Gambardella et al

10-07-2021

Boundary-aware Transformers for Skin Lesion Segmentation
by Jiacheng Wang et al

10-05-2021

Efficient Multi-agent Epistemic Planning: Teaching Planners About Nested Belief
by Christian Muise et al

10-07-2021

Token Pooling in Visual Transformers
by Dmitrii Marin et al

10-07-2021

Towards Federated Learning-Enabled Visible Light Communication in 6G Systems
by Shimaa Naser et al

10-07-2021

On the Latent Holes of VAEs for Text Generation
by Ruizhe Li et al

10-05-2021

Disambiguation-BERT for N-best Rescoring in Low-Resource Conversational ASR
by Pablo Ortiz et al

10-07-2021

Design of an Intelligent Vision Algorithm for Recognition and Classification of Apples in an Orchard Scene
by Hamid Majidi Balanji et al

10-07-2021

Score-based Generative Neural Networks for Large-Scale Optimal Transport
by Max Daniels et al

10-07-2021

Self-Supervised Depth Completion for Active Stereo
by Frederik Warburg et al

10-07-2021

Joint Approximate Diagonalization under Orthogonality Constraints
by Ronald de Vlaming et al

10-07-2021

Understanding Domain Randomization for Sim-to-real Transfer
by Xiaoyu Chen et al

10-05-2021

Metameric Varifocal Holography
by David R. Walton et al

10-05-2021

Blockchain-based Federated Learning: A Comprehensive Survey
by Zhilin Wang et al

10-05-2021

Deep Reinforcement Learning for Decentralized Multi-Robot Exploration with Macro Actions
by Aaron Hao Tan et al

10-05-2021

Noisy Feature Mixup
by Soon Hoe Lim et al

10-05-2021

Manifold learning-supported estimation of relative transfer functions for spatial filtering
by Andreas Brendel et al

10-06-2021

Distributed Optimization of Graph Convolutional Network using Subgraph Variance
by Taige Zhao et al

10-08-2021

Revisiting Design Choices in Model-Based Offline Reinforcement Learning
by Cong Lu et al

10-08-2021

Adaptive Sampling for Heterogeneous Rank Aggregation from Noisy Pairwise Comparisons
by Yue Wu et al

10-07-2021

Learning post-processing for QRS detection using Recurrent Neural Network
by Ahsan Habib et al

10-08-2021

Quantifying Inequality in Underreported Medical Conditions
by Divya Shanmugam et al

10-06-2021

A Regularized Wasserstein Framework for Graph Kernels
by Asiri Wijesinghe et al

10-06-2021

CBP: Backpropagation with constraint on weight precision using a pseudo-Lagrange multiplier method
by Guhyun Kim et al

10-05-2021

The Power of Contrast for Feature Learning: A Theoretical Analysis
by Wenlong Ji et al

10-05-2021

What is A Wireless UAV? A Design Blueprint for 6G Flying Wireless Nodes
by John Buczek et al

10-05-2021

SSFL: Tackling Label Deficiency in Federated Learning via Personalized Self-Supervision
by Chaoyang He et al

10-05-2021

TSN-CA: A Two-Stage Network with Channel Attention for Low-Light Image Enhancement
by Xinxu Wei et al

10-05-2021

Can an AI agent hit a moving target?
by Rui et al

10-05-2021

Exponentially Many Local Minima in Quantum Neural Networks
by Xuchen You et al

10-05-2021

Blind Super-resolution via Projected Gradient Descent
by Sihan Mao et al

10-05-2021

A Critique of Strictly Batch Imitation Learning
by Gokul Swamy et al

10-07-2021

TranSalNet: Visual saliency prediction using transformers
by Jianxun Lou et al

10-08-2021

Relationship between low-discrepancy sequence and static solution to multi-bodies problem
by Feng Wu et al

10-08-2021

SCFlow: Optical Flow Estimation for Spiking Camera
by Liwen Hu et al

10-08-2021

Optimal QoS-Aware Network slicing for Service-oriented Networks with Flexible Routing
by Wei-Kun Chen et al

10-08-2021

Stereo Dense Scene Reconstruction and Accurate Laparoscope Localization for Learning-Based Navigation in Robot-Assisted Surgery
by Ruofeng Wei et al

10-08-2021

Inertial Modified S-Iteration Process for Split Monotone Inclusion and Fixed Point Problem In Real Hilbert Space
by Shamshad Husain et al

10-05-2021

Time-Based Quantization for FRI and Bandlimited signals
by Hila Naaman et al

10-06-2021

Tackling the DM Challenges with cDMN: A Tight Integration of DMN and Constraint Reasoning
by Simon Vandevelde et al

10-06-2021

Digital Divide and Social Dilemma of Privacy Preservation
by Hamoud Alhazmi et al

10-06-2021

An Analysis of Attentive Walk-Aggregating Graph Neural Networks
by Mehmet F. Demirel et al

10-06-2021

A structure preserving shift-invert infinite Arnoldi algorithm for a class of delay eigenvalue problems with Hamiltonian symmetry
by Pieter Appeltans et al

10-06-2021

Shifting Capsule Networks from the Cloud to the Deep Edge
by Miguel Costa et al

10-06-2021

Generative Optimization Networks for Memory Efficient Data Generation
by Shreshth Tuli et al

10-08-2021

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Shallow Features Guide Unsupervised Domain Adaptation for Semantic Segmentation at Class Boundaries
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Adversarial Attacks on Machinery Fault Diagnosis
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AECMOS: A speech quality assessment metric for echo impairment
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Empirical Analysis of Bi-directional Wi-Fi Network Performance on Mobile Robots and Connected Vehicles
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DeepBBS: Deep Best Buddies for Point Cloud Registration
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Two-Bit Aggregation for Communication Efficient and Differentially Private Federated Learning
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TreeGCN-ED: Encoding Point Cloud using a Tree-Structured Graph Network
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Multi-objective Optimization by Learning Space Partitions
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Fingerprinting Multi-exit Deep Neural Network Models via Inference Time
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Transferring Voice Knowledge for Acoustic Event Detection: An Empirical Study
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EE-Net: Exploitation-Exploration Neural Networks in Contextual Bandits
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How to Query An Oracle? Efficient Strategies to Label Data
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Anisotropic Raviart--Thomas interpolation error estimates using a new geometric parameter
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SDA-GAN: Unsupervised Image Translation Using Spectral Domain Attention-Guided Generative Adversarial Network
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Privacy-Aware Communication Over the Wiretap Channel with Generative Networks
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Affective Burst Detection from Speech using Kernel-fusion Dilated Convolutional Neural Networks
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Learning Sense-Specific Static Embeddings using Contextualised Word Embeddings as a Proxy
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CLEVA-Compass: A Continual Learning EValuation Assessment Compass to Promote Research Transparency and Comparability
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Accelerated First Order Methods for Variational Imaging
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3D-FCT: Simultaneous 3D Object Detection and Tracking Using Feature Correlation
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A Local Updating Algorithm for Personalized PageRank via Chebyshev Polynomials
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AraCOVID19-SSD: Arabic COVID-19 Sentiment and Sarcasm Detection Dataset
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Fessonia: a Method for Real-Time Estimation of Human Operator Workload Using Behavioural Entropy
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Late reverberation suppression using U-nets
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NaRLE: Natural Language Models using Reinforcement Learning with Emotion Feedback
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AS-Level BGP Community Usage Classification
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StyleGAN-induced data-driven regularization for inverse problems
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Social Groups Based Content Caching in Wireless Networks
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Fully Convolutional Cross-Scale-Flows for Image-based Defect Detection
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Subquadratic-time algorithm for the diameter and all eccentricities on median graphs
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Application of the interactive Leipzig Corpus Miner as a generic research platform for the use in the social sciences
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Trustworthy Artificial Intelligence and Process Mining: Challenges and Opportunities
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Recurrent Multigraph Integrator Network for Predicting the Evolution of Population-Driven Brain Connectivity Templates
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Pyxis: An Open-Source Performance Dataset of Sparse Accelerators
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Is MC Dropout Bayesian?
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Optimized Recommender Systems with Deep Reinforcement Learning
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10-06-2021

The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine Translation
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Reactive Locomotion Decision-Making and Robust Motion Planning for Real-Time Perturbation Recovery
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RieszNet and ForestRiesz: Automatic Debiased Machine Learning with Neural Nets and Random Forests
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Learning Multi-Objective Curricula for Deep Reinforcement Learning
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Optimal (Euclidean) Metric Compression
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Transcribe-to-Diarize: Neural Speaker Diarization for Unlimited Number of Speakers using End-to-End Speaker-Attributed ASR
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What Should 6G Architectures Be?
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StrengthNet: Deep Learning-based Emotion Strength Assessment for Emotional Speech Synthesis
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Towards Understanding Distributional Reinforcement Learning: Regularization, Optimization, Acceleration and Sinkhorn Algorithm
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DoubleStar: Long-Range Attack Towards Depth Estimation based Obstacle Avoidance in Autonomous Systems
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A Rate Splitting Strategy for Uplink CR-NOMA Systems
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Co-training an Unsupervised Constituency Parser with Weak Supervision
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Modelling of the Fender Bassman 5F6-A Tone Stack
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A Topological View of Rule Learning in Knowledge Graphs
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ViewfinderVR: Configurable Viewfinder for Selection of Distant Objects in VR
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A Sparsity Adaptive Algorithm to Recover NB-IoT Signal from Legacy LTE Interference
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A new harmonium for pattern recognition in survival data
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Multimodal datasets: misogyny, pornography, and malignant stereotypes
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Deductive Verification of Programs with Underspecified Semantics by Model Extraction
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Revisiting SVD to generate powerful Node Embeddings for Recommendation Systems
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10-05-2021

Investigating the Impact of Pre-trained Language Models on Dialog Evaluation
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Bipartite Independent Set Oracles and Beyond: Can it Even Count Triangles in Polylogarithmic Queries?
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Tighter Sparse Approximation Bounds for ReLU Neural Networks
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High-order Corrected Trapezoidal Rules for Functions with Fractional Singularities
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Nested Policy Reinforcement Learning
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An Investigation of the Effectiveness of Phase for Audio Classification
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ClimateGAN: Raising Climate Change Awareness by Generating Images of Floods
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ParaDiS: Parallelly Distributable Slimmable Neural Networks
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Graphon based Clustering and Testing of Networks: Algorithms and Theory
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A Model Selection Approach for Corruption Robust Reinforcement Learning
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CADA: Multi-scale Collaborative Adversarial Domain Adaptation for Unsupervised Optic Disc and Cup Segmentation
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On The Vulnerability of Recurrent Neural Networks to Membership Inference Attacks
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A Survey on Evidential Deep Learning For Single-Pass Uncertainty Estimation
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Contrastive String Representation Learning using Synthetic Data
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Double Descent in Adversarial Training: An Implicit Label Noise Perspective
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FAST-RIR: Fast neural diffuse room impulse response generator
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10-07-2021

Curating Subject ID Labels using Keypoint Signatures
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10-08-2021

Core Elements of Social Interaction for Constructive Human-Robot Interaction
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10-06-2021

Joint Maneuver and Beamforming Design for UAV-Enabled Integrated Sensing and Communication
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10-06-2021

PSG@HASOC-Dravidian CodeMixFIRE2021: Pretrained Transformers for Offensive Language Identification in Tanglish
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10-06-2021

Distribution Preserving Multiple Hypotheses Prediction for Uncertainty Modeling
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10-08-2021

Assessment of Neural Networks for Stream-Water-Temperature Prediction
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10-06-2021

A logical approach for temporal and multiplex networks analysis
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10-07-2021

ABCP: Automatic Block-wise and Channel-wise Network Pruning via Joint Search
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10-07-2021

A study on the efficacy of model pre-training in developing neural text-to-speech system
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10-07-2021

Meta-Learning 3D Shape Segmentation Functions
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10-07-2021

Automatic annotation of visual deep neural networks
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10-06-2021

MToFNet: Object Anti-Spoofing with Mobile Time-of-Flight Data
by Yonghyun Jeong et al

10-05-2021

Exploring the Limits of Large Scale Pre-training
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10-05-2021

Top-N: Equivariant set and graph generation without exchangeability
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10-07-2021

Process Extraction from Text: state of the art and challenges for the future
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10-06-2021

Style Equalization: Unsupervised Learning of Controllable Generative Sequence Models
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10-06-2021

Probabilistic Metamodels for an Efficient Characterization of Complex Driving Scenarios
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10-06-2021

Predicting the Popularity of Games on Steam
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10-06-2021

See Yourself in Others: Attending Multiple Tasks for Own Failure Detection
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10-06-2021

Robust Algorithms for GMM Estimation: A Finite Sample Viewpoint
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10-06-2021

Two Many Cooks: Understanding Dynamic Human-Agent Team Communication and Perception Using Overcooked 2
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10-06-2021

FOD-A: A Dataset for Foreign Object Debris in Airports
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10-06-2021

DRAFT-What you always wanted to know but could not find about block-based environments
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10-05-2021

Minimum Symbol Error Probability Low-Resolution Precoding for MU-MIMO Systems With PSK Modulation
by Erico S. P. Lopes et al

10-06-2021

Efficient learning methods for large-scale optimal inversion design
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10-06-2021

On audio enhancement via online non-negative matrix factorization
by Andrew Sack et al

10-06-2021

Reversible adversarial examples against local visual perturbation
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10-05-2021

You Only Evaluate Once: a Simple Baseline Algorithm for Offline RL
by Wonjoon Goo et al

10-05-2021

Contextual Combinatorial Volatile Bandits via Gaussian Processes
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10-05-2021

Evaluating Tooling and Methodology when Analysing Bitcoin Mixing Services After Forensic Seizure
by Edward Henry Young et al

10-06-2021

Deployment of Polar Codes for Mission-Critical Machine-Type Communication Over Wireless Networks
by Najib Ahmed Mohammed et al

10-08-2021

Global Context Enhanced Social Recommendation with Hierarchical Graph Neural Networks
by Huance Xu et al

10-06-2021

Machine Learning Practices Outside Big Tech: How Resource Constraints Challenge Responsible Development
by Aspen Hopkins et al

10-06-2021

On Cropped versus Uncropped Training Sets in Tabular Structure Detection
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10-06-2021

What Artists Want: Elicitation of Artist Requirements to Feed the Design on a New Collaboration Platform for Creative Work
by Angeliki Antoniou et al

10-08-2021

Chromatic Aberration Recovery on Arbitrary Images
by Daniel J. Blueman

10-08-2021

Symbolic Register Automata for Complex Event Recognition and Forecasting
by Elias Alevizos et al

10-08-2021

Protecting Retail Investors from Order Book Spoofing using a GRU-based Detection Model
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10-07-2021

Adjustment of force-gradient operator in symplectic methods
by Lina Zhang et al

10-07-2021

Cross-Domain Imitation Learning via Optimal Transport
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10-07-2021

Neural Tangent Kernel Empowered Federated Learning
by Kai Yue et al

10-07-2021

Burst Image Restoration and Enhancement
by Akshay Dudhane et al

10-05-2021

Mix3D: Out-of-Context Data Augmentation for 3D Scenes
by Alexey Nekrasov et al

10-07-2021

DeepECMP: Predicting Extracellular Matrix Proteins using Deep Learning
by Mohamed Ghafoor et al

10-07-2021

Predicting Chemical Hazard across Taxa through Machine Learning
by Jimeng Wu et al

10-07-2021

Cloning ones voice using very limited data in the wild
by Dongyang Dai et al

10-08-2021

Location-based training for multi-channel talker-independent speaker separation
by Hassan Taherian et al

10-08-2021

Next Generation Mega Satellite Networks: Opportunities, Challenges, and Performance
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10-08-2021

Field Extraction from Forms with Unlabeled Data
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10-08-2021

Auto-DSP: Learning to Optimize Acoustic Echo Cancellers
by Jonah Casebeer et al

10-07-2021

MGPSN: Motion-Guided Pseudo Siamese Network for Indoor Video Head Detection
by Kailai Sun et al

10-07-2021

Universal Approximation Under Constraints is Possible with Transformers
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10-07-2021

The similarity index of mathematical and other scientific publications with equations and formulas and the problem of self-plagiarism identification
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10-07-2021

EvadeDroid: A Practical Evasion Attack on Machine Learning for Black-box Android Malware Detection
by Hamid Bostani et al

10-07-2021

Dyn-Backdoor: Backdoor Attack on Dynamic Link Prediction
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10-07-2021

Phone-to-audio alignment without text: A Semi-supervised Approach
by Jian Zhu et al

10-07-2021

A spatio-temporal adaptive phase-field fracture method
by Nicolas A. Labanda et al

10-07-2021

GEO satellites on-orbit repairing mission planning with mission deadline constraint using a large neighborhood search-genetic algorithm
by Peng Han et al

10-07-2021

Explaining the Attention Mechanism of End-to-End Speech Recognition Using Decision Trees
by Yuanchao Wang et al

10-06-2021

Coarse-to-Fine Reasoning for Visual Question Answering
by Binh X. Nguyen et al

10-06-2021

A Uniform Framework for Anomaly Detection in Deep Neural Networks
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10-06-2021

Player Tracking and Identification in Ice Hockey
by Kanav Vats et al

10-06-2021

Improving Fractal Pre-training
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10-06-2021

Improving Pneumonia Localization via Cross-Attention on Medical Images and Reports
by Riddhish Bhalodia et al

10-06-2021

Which Shortcut Cues Will DNNs Choose? A Study from the Parameter-Space Perspective
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10-06-2021

CTC Variations Through New WFST Topologies
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10-05-2021

Distribution Mismatch Correction for Improved Robustness in Deep Neural Networks
by Alexander Fuchs et al

10-05-2021

Fully Self-Supervised Class Awareness in Dense Object Descriptors
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10-05-2021

Multi-Objective Few-shot Learning for Fair Classification
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10-06-2021

Adaptive Safety Margin Estimation for Safe Real-Time Replanning under Time-Varying Disturbance
by Cherie Ho et al

10-05-2021

Adversarial Attacks on Black Box Video Classifiers: Leveraging the Power of Geometric Transformations
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10-05-2021

Attention Augmented Convolutional Transformer for Tabular Time-series
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10-05-2021

HoloBoard: a Large-format Immersive Teaching Board based on pseudo HoloGraphics
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10-05-2021

On bases and the dimensions of twisted centralizer codes
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10-05-2021

Enhancement of Anime Imaging Enlargement using Modified Super-Resolution CNN
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10-05-2021

Unifying AI Algorithms with Probabilistic Programming using Implicitly Defined Representations
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10-05-2021

Communication-Efficient Federated Learning with Binary Neural Networks
by Yuzhi Yang et al

10-05-2021

Transparent Forwarders: An Unnoticed Component of the Open DNS Infrastructure
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10-05-2021

Securing Federated Learning: A Covert Communication-based Approach
by Yuan-Ai Xie et al

10-08-2021

Rapid head-pose detection for automated slice prescription of fetal-brain MRI
by Malte Hoffmann et al

10-08-2021

GMRES algorithms over 35 years
by Qinmeng Zou

10-08-2021

Multidirectional Conjugate Gradients for Scalable Bundle Adjustment
by Simon Weber et al

10-06-2021

Boosting RANSAC via Dual Principal Component Pursuit
by Yunchen Yang et al

10-06-2021

Residual Overfit Method of Exploration
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10-06-2021

Foolish Crowds Support Benign Overfitting
by Niladri S. Chatterji et al

10-06-2021

Unrolling Particles: Unsupervised Learning of Sampling Distributions
by Fernando Gama et al

10-06-2021

Towards Heuristics for Supporting the Validation of Code Smells
by Luiz Felipi Junionello et al

10-06-2021

Equivariant Subgraph Aggregation Networks
by Beatrice Bevilacqua et al

10-05-2021

Simultaneous Information and Energy Transmission with Finite Constellations
by Sadaf ul Zuhra et al

10-05-2021

Online Application Guidance for Heterogeneous Memory Systems
by M. Ben Olson et al

10-07-2021

Structured Channel Covariance Estimation from Limited Samples for Large Antenna Arrays
by Tianyu Yang et al

10-07-2021

Back from the future: bidirectional CTC decoding using future information in speech recognition
by Namkyu Jung et al

10-07-2021

Improving Confidence Estimation on Out-of-Domain Data for End-to-End Speech Recognition
by Qiujia Li et al

10-07-2021

Automated Testing of AI Models
by Swagatam Haldar et al

10-07-2021

Robustness and reliability when training with noisy labels
by Amanda Olmin et al

10-07-2021

A Logic-Based Framework for Natural Language Inference in Dutch
by Lasha Abzianidze et al

10-05-2021

Inference and De-Noising of Non-Gaussian Particle Distribution Functions: A Generative Modeling Approach
by John Donaghy et al

10-05-2021

Joint inference of multiple graphs with hidden variables from stationary graph signals
by Samuel Rey et al

10-05-2021

Evolutionary Algorithms for Solving Unconstrained, Constrained and Multi-objective Noisy Combinatorial Optimisation Problems
by Aishwaryaprajna et al

10-05-2021

Autonomous Aerial Delivery Vehicles, a Survey of Techniques on how Aerial Package Delivery is Achieved
by Jack Saunders et al

10-05-2021

An explorative study on how human-robot interaction is taken into account by robot developers in praxis
by Doris Aschenbrenner et al

10-07-2021

Data-Driven Methods for Balancing Fairness and Efficiency in Ride-Pooling
by Naveen Raman et al

10-05-2021

Decoding ECoG signal into 3D hand translation using deep learning
by Maciej Śliwowski et al

10-06-2021

Concrete Categorical Model of a Quantum Circuit Description Language with Measurement
by Dongho Lee et al

10-06-2021

Tuning Confidence Bound for Stochastic Bandits with Bandit Distance
by Xinyu Zhang et al

10-06-2021

Interaural Coherence Across Frequency Channels Accounts for Binaural Detection in Complex Maskers
by Bernhard Eurich et al

10-05-2021

Unsupervised Speech Segmentation and Variable Rate Representation Learning using Segmental Contrastive Predictive Coding
by Saurabhchand Bhati et al

10-05-2021

Quantum Semi-Supervised Learning with Quantum Supremacy
by Zhou Shangnan

10-05-2021

Using Psuedolabels for training Sentiment Classifiers makes the model generalize better across datasets
by Natesh Reddy et al

10-05-2021

Predicting Credit Risk for Unsecured Lending: A Machine Learning Approach
by K. S. Naik

10-05-2021

Waypoint Models for Instruction-guided Navigation in Continuous Environments
by Jacob Krantz et al

10-05-2021

EntQA: Entity Linking as Question Answering
by Wenzheng Zhang et al

10-06-2021

FADNet++: Real-Time and Accurate Disparity Estimation with Configurable Networks
by Qiang Wang et al

10-07-2021

Doing Data Right: How Lessons Learned Working with Conventional Data should Inform the Future of Synthetic Data for Recommender Systems
by Manel Slokom et al

10-07-2021

Generative Pre-Trained Transformer for Cardiac Abnormality Detection
by Pierre Louis Gaudilliere et al

10-07-2021

Cross-Language Learning for Entity Matching
by Ralph Peeters et al

10-07-2021

Injecting Planning-Awareness into Prediction and Detection Evaluation
by Boris Ivanovic et al

10-06-2021

Weakly-supervised Text Classification Based on Keyword Graph
by Lu Zhang et al

10-06-2021

Improving Real-time Score Following in Opera by Combining Music with Lyrics Tracking
by Charles Brazier et al

10-06-2021

InterpolationSLAM: A Novel Robust Visual SLAM System in Rotating Scenes
by Zhenkun Zhu et al

10-06-2021

Empowering Citizens by a Blockchain-Based Robinson List
by Albenzio Cirillo et al

10-06-2021

Cookie Banners, Whats the Purpose? Analyzing Cookie Banner Text Through a Legal Lens
by Cristiana Santos et al

10-05-2021

A Hybrid Spatial-temporal Sequence-to-one Neural Network Model for Lane Detection
by Yongqi Dong et al

10-07-2021

Explanation as a process: user-centric construction of multi-level and multi-modal explanations
by Bettina Finzel et al

10-07-2021

From Stars to Subgraphs: Uplifting Any GNN with Local Structure Awareness
by Lingxiao Zhao et al

10-07-2021

On the possibility of fast stable approximation of analytic functions from equispaced samples via polynomial frames
by Ben Adcock et al

10-07-2021

Predictive Maintenance for General Aviation Using Convolutional Transformers
by Hong Yang et al

10-07-2021

Sonorant spectra and coarticulation distinguish speakers with different dialects
by Charalambos Themistocleous et al

10-07-2021

MSHCNet: Multi-Stream Hybridized Convolutional Networks with Mixed Statistics in Euclidean/Non-Euclidean Spaces and Its Application to Hyperspectral Image Classification
by Shuang He et al

10-07-2021

VisualTTS: TTS with Accurate Lip-Speech Synchronization for Automatic Voice Over
by Junchen Lu et al

10-07-2021

Uncertainty-aware GAN with Adaptive Loss for Robust MRI Image Enhancement
by Uddeshya Upadhyay et al

10-07-2021

An Improved Penalty Algorithm using Model Order Reduction for MIPDECO problems with partial observations
by Dominik Garmatter et al

10-08-2021

How to Build a Curb Dataset with LiDAR Data for Autonomous Driving
by Dongfeng Bai et al

10-08-2021

Mixability made efficient: Fast online multiclass logistic regression
by Rémi Jézéquel et al

10-08-2021

Novel EEG-based BCIs for Elderly Rehabilitation Enhancement
by Aurora Saibene et al

10-08-2021

GaitPrivacyON: Privacy-Preserving Mobile Gait Biometrics using Unsupervised Learning
by Paula Delgado-Santos et al

10-08-2021

A subexponential view of domains in session types
by Daniele Nantes et al

10-08-2021

Joint Scattering for Automatic Chick Call Recognition
by Changhong Wang et al

10-05-2021

Dataset Structural Index: Understanding a machines perspective towards visual data
by Dishant Parikh

10-08-2021

Momentum Doesnt Change the Implicit Bias
by Bohan Wang et al

10-07-2021

Mandarin-English Code-switching Speech Recognition with Self-supervised Speech Representation Models
by Liang-Hsuan Tseng et al

10-08-2021

Universal Joint Approximation of Manifolds and Densities by Simple Injective Flows
by Michael Puthawala et al

10-07-2021

Pretrained Language Models are Symbolic Mathematics Solvers too!
by Kimia Noorbakhsh et al

10-08-2021

Inferring Offensiveness In Images From Natural Language Supervision
by Patrick Schramowski et al

10-07-2021

Cantilevered, Rectangular Plate Dynamics by Finite Difference Methods
by Benjamin Brown

10-08-2021

Hybrid Graph Embedding Techniques in Estimated Time of Arrival Task
by Vadim Porvatov et al

10-05-2021

Secure Aggregation for Buffered Asynchronous Federated Learning
by Jinhyun So et al

10-05-2021

Adversarial defenses via a mixture of generators
by Maciej Żelaszczyk et al

10-05-2021

Semi-Supervised Deep Learning for Multiplex Networks
by Anasua Mitra et al

10-05-2021

Preprocessing for Outerplanar Vertex Deletion: An Elementary Kernel of Quartic Size
by Huib Donkers et al

10-05-2021

Mobile authentication of copy detection patterns: how critical is to know fakes?
by Olga Taran et al

10-05-2021

Social Co-OS: Cyber-Human Social Co-Operating System
by Takeshi Kato et al

10-05-2021

DeepEdge: A Deep Reinforcement Learning based Task Orchestrator for Edge Computing
by Baris Yamansavascilar et al

10-05-2021

Neural Pitch-Shifting and Time-Stretching with Controllable LPCNet
by Max Morrison et al

10-07-2021

Detecting Autism Spectrum Disorders with Machine Learning Models Using Speech Transcripts
by Vikram Ramesh et al

10-06-2021

Self-Supervised Knowledge Assimilation for Expert-Layman Text Style Transfer
by Wenda Xu et al

10-06-2021

Video Autoencoder: self-supervised disentanglement of static 3D structure and motion
by Zihang Lai et al

10-06-2021

Hierarchical prosody modeling and control in non-autoregressive parallel neural TTS
by Tuomo Raitio et al

10-07-2021

A Stochastic Newton Algorithm for Distributed Convex Optimization
by Brian Bullins et al

10-07-2021

Isolation of connected graphs
by Peter Borg

10-07-2021

Wake-Cough: cough spotting and cougher identification for personalised long-term cough monitoring
by Madhurananda Pahar et al

10-08-2021

Local and Global Context-Based Pairwise Models for Sentence Ordering
by Ruskin Raj Manku et al

10-08-2021

2nd Place Solution to Google Landmark Retrieval 2021
by Zhang Yuqi et al

10-08-2021

Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation
by Shiqi Yang et al

10-07-2021

Multi-scale speaker embedding-based graph attention networks for speaker diarisation
by Youngki Kwon et al

10-07-2021

Evaluating model-based planning and planner amortization for continuous control
by Arunkumar Byravan et al

10-07-2021

A Baseline Framework for Part-level Action Parsing and Action Recognition
by Xiaodong Chen et al

10-07-2021

The Connection between Out-of-Distribution Generalization and Privacy of ML Models
by Divyat Mahajan et al

10-08-2021

CheerBots: Chatbots toward Empathy and Emotionusing Reinforcement Learning
by Jiun-Hao Jhan et al

10-08-2021

Anomaly Detection in Beehives: An Algorithm Comparison
by Padraig Davidson et al

10-08-2021

Pose Refinement with Joint Optimization of Visual Points and Lines
by Shuang Gao et al

10-05-2021

Two Disjoint Alternating Paths in Bipartite Graphs
by Archontia C. Giannopoulou et al

10-05-2021

FoodChem: A food-chemical relation extraction model
by Gjorgjina Cenikj et al

10-06-2021

Attack as the Best Defense: Nullifying Image-to-image Translation GANs via Limit-aware Adversarial Attack
by Chin-Yuan Yeh et al

10-07-2021

Distributed Methods with Compressed Communication for Solving Variational Inequalities, with Theoretical Guarantees
by Aleksandr Beznosikov et al

10-07-2021

FaaSter Troubleshooting -- Evaluating Distributed Tracing Approaches for Serverless Applications
by Maria C. Borges et al

10-08-2021

MilliTRACE-IR: Contact Tracing and Temperature Screening via mm-Wave and Infrared Sensing
by Marco Canil et al

10-08-2021

Observations on K-image Expansion of Image-Mixing Augmentation for Classification
by Joonhyun Jeong et al

10-07-2021

Human in the Loop for Machine Creativity
by Neo Christopher Chung

10-07-2021

GeSERA: General-domain Summary Evaluation by Relevance Analysis
by Jessica López Espejel et al

10-07-2021

Weakly Supervised Human-Object Interaction Detection in Video via Contrastive Spatiotemporal Regions
by Shuang Li et al

10-08-2021

Heavy Ball Momentum for Conditional Gradient
by Bingcong Li et al

10-07-2021

Magic dust for cross-lingual adaptation of monolingual wav2vec-2.0
by Sameer Khurana et al

10-08-2021

Cognitive Coding of Speech
by Reza Lotfidereshgi et al

10-05-2021

Estimation and Concentration of Missing Mass of Functions of Discrete Probability Distributions
by Prafulla Chandra et al

10-05-2021

Short-term precipitation prediction using deep learning
by Guoxing Chen et al

10-05-2021

Dataset: Large-scale Urban IoT Activity Data for DDoS Attack Emulation
by Arvin Hekmati et al

10-05-2021

Deep reinforcement learning for guidewire navigation in coronary artery phantom
by Jihoon Kweon et al

10-05-2021

Cellular Network Radio Propagation Modeling with Deep Convolutional Neural Networks
by Xin Zhang et al

10-05-2021

Approximate CVPCVP in time 20.802n20.802n -- now in any norm!
by Thomas Rothvoss et al

10-05-2021

Fast and Interpretable Consensus Clustering via Minipatch Learning
by Luqin Gan et al

10-05-2021

Lifted Reed-Solomon Codes and Lifted Multiplicity Codes
by Lukas Holzbaur et al

10-06-2021

Weak Novel Categories without Tears: A Survey on Weak-Shot Learning
by Li Niu

10-06-2021

Improving Prediction Confidence in Learning-Enabled Autonomous Systems
by Dimitrios Boursinos et al

10-07-2021

Efficient large-scale image retrieval with deep feature orthogonality and Hybrid-Swin-Transformers
by Christof Henkel

10-06-2021

Assurance Monitoring of Learning Enabled Cyber-Physical Systems Using Inductive Conformal Prediction based on Distance Learning
by Dimitrios Boursinos et al

10-07-2021

Addressing practical challenges in Active Learning via a hybrid query strategy
by Deepesh Agarwal et al

10-07-2021

Machine Learning approaches to do size based reasoning on Retail Shelf objects to classify product variants
by Muktabh Mayank Srivastava et al

10-08-2021

Lightweight Convolutional Neural Networks By Hypercomplex Parameterization
by Eleonora Grassucci et al

10-05-2021

Deep Optimization of Parametric IIR Filters for Audio Equalization
by Giovanni Pepe et al

10-05-2021

Deep Learning for the Approximation of a Shape Functional
by F. Calabrò et al

10-07-2021

Power efficient analog features for audio recognition
by Boris Bergsma et al

10-07-2021

Gaussian Process for Trajectories
by Kien Nguyen et al

10-07-2021

HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
by Odellia Boni et al

10-05-2021

PoNet: Pooling Network for Efficient Token Mixing in Long Sequences
by Chao-Hong Tan et al

10-05-2021

Pedestrian Wind Factor Estimation in Complex Urban Environments
by Sarah Mokhtar et al

10-05-2021

Influence-Balanced Loss for Imbalanced Visual Classification
by Seulki Park et al

10-08-2021

Directionally Decomposing Structured Light for Projector Calibration
by Masatoki Sugimoto et al

10-08-2021

Neural Tangent Kernel Eigenvalues Accurately Predict Generalization
by James B. Simon et al

10-08-2021

Opportunities for Machine Learning to Accelerate Halide Perovskite Commercialization and Scale-Up
by Rishi E. Kumar et al

10-08-2021

ViDT: An Efficient and Effective Fully Transformer-based Object Detector
by Hwanjun Song et al

10-05-2021

FooDI-ML: a large multi-language dataset of food, drinks and groceries images and descriptions
by David Amat Olóndriz et al

10-05-2021

Dropout Q-Functions for Doubly Efficient Reinforcement Learning
by Takuya Hiraoka et al

10-05-2021

Tradeoffs in Hierarchical Voting Systems
by Lucas Böttcher et al

10-07-2021

A Broad Ensemble Learning System for Drifting Stream Classification
by Sepehr Bakhshi et al

10-08-2021

Extragradient Method: O(1/K)O(1/K) Last-Iterate Convergence for Monotone Variational Inequalities and Connections With Cocoercivity
by Eduard Gorbunov et al

10-07-2021

RAR: Region-Aware Point Cloud Registration
by Yu Hao et al

10-07-2021

Privacy-Preserving Coded Mobile Edge Computing for Low-Latency Distributed Inference
by Reent Schlegel et al

10-07-2021

mRAT-SQL+GAP:A Portuguese Text-to-SQL Transformer
by Marcelo Archanjo José et al

10-08-2021

Exploring Heterogeneous Characteristics of Layers in ASR Models for More Efficient Training
by Lillian Zhou et al

10-07-2021

Bias-Variance Tradeoffs in Single-Sample Binary Gradient Estimators
by Alexander Shekhovtsov

10-05-2021

FedDQ: Communication-Efficient Federated Learning with Descending Quantization
by Linping Qu et al

10-06-2021

Inference Attacks Against Graph Neural Networks
by Zhikun Zhang et al

10-06-2021

A New Conjecture About Identity of Proofs
by Paolo Pistone

10-06-2021

Heterogeneous Attentions for Solving Pickup and Delivery Problem via Deep Reinforcement Learning
by Jingwen Li et al

10-06-2021

Learning Sparse Masks for Diffusion-based Image Inpainting
by Tobias Alt et al

10-06-2021

On The Transferability of Deep-Q Networks
by Matthia Sabatelli et al

10-06-2021

2nd Place Solution to Google Landmark Recognition Competition 2021
by Shubin Dai

10-05-2021

Scaling up instance annotation via label propagation
by Dim P. Papadopoulos et al

10-07-2021

Lagrangian Neural Network with Differential Symmetries and Relational Inductive Bias
by Ravinder Bhattoo et al

10-05-2021

Analyzing the Impact of COVID-19 on Economy from the Perspective of Users Reviews
by Fatemeh Salmani et al

10-05-2021

Transfer Learning U-Net Deep Learning for Lung Ultrasound Segmentation
by Dorothy Cheng et al

10-05-2021

ΔΔ-UQ: Accurate Uncertainty Quantification via Anchor Marginalization
by Rushil Anirudh et al

10-05-2021

Reducing Gaze Distraction for Real-time Vibration Monitoring Using Augmented Reality
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10-06-2021

Learning Canonical Embedding for Non-rigid Shape Matching
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Federated Learning via Plurality Vote
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Generative Modeling with Optimal Transport Maps
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Cartoon Explanations of Image Classifiers
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Creating Training Sets via Weak Indirect Supervision
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Hierarchical Conditional End-to-End ASR with CTC and Multi-Granular Subword Units
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TFix+: Self-configuring Hybrid Timeout Bug Fixing for Cloud Systems
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Adversarial Unlearning of Backdoors via Implicit Hypergradient
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10-08-2021

Emulating homoeostatic effects with metal-oxide memristors T-dependence
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10-05-2021

BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models
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10-08-2021

Subspace Change-Point Detection via Low-Rank Matrix Factorisation
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10-08-2021

Effect of Visual Cues on Pointing Tasks in Co-located Augmented Reality Collaboration
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10-08-2021

Context-LGM: Leveraging Object-Context Relation for Context-Aware Object Recognition
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10-08-2021

M6-10T: A Sharing-Delinking Paradigm for Efficient Multi-Trillion Parameter Pretraining
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10-08-2021

Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning
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Neural Strokes: Stylized Line Drawing of 3D Shapes
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10-08-2021

Characterizing and Demystifying the Implicit Convolution Algorithm on Commercial Matrix-Multiplication Accelerators
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Multi-trends Enhanced Dynamic Micro-video Recommendation
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10-08-2021

Kinematically consistent recurrent neural networks for learning inverse problems in wave propagation
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10-08-2021

E-learning model for art education: Case study in Iran
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10-08-2021

COVID-19 Monitoring System using Social Distancing and Face Mask Detection on Surveillance video datasets
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10-08-2021

Nash Convergence of Mean-Based Learning Algorithms in First Price Auctions
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ModeRNN: Harnessing Spatiotemporal Mode Collapse in Unsupervised Predictive Learning
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10-06-2021

Focus on the Common Good: Group Distributional Robustness Follows
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Structural Causal Interpretation Theorem
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Task Affinity with Maximum Bipartite Matching in Few-Shot Learning
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Gradient Step Denoiser for convergent Plug-and-Play
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Darts: User-Friendly Modern Machine Learning for Time Series
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Federating for Learning Group Fair Models
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SMProbLog: Stable Model Semantics in ProbLog and its Applications in Argumentation
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I Do Not Understand What I Cannot Define: Automatic Question Generation With Pedagogically-Driven Content Selection
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Unsupervised Cross-Lingual Transfer of Structured Predictors without Source Data
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10-08-2021

On the Limitations of Multimodal VAEs
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Deep Upper Confidence Bound Algorithm for Contextual Bandit Ranking of Information Selection
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3D Infomax improves GNNs for Molecular Property Prediction
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Ensemble Neural Representation Networks
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A transformer-based deep learning approach for classifying brain metastases into primary organ sites using clinical whole brain MRI images
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10-07-2021

Morphological Matrices as a Tool for Crowdsourced Ideation
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10-07-2021

To Charge or To Sell? EV Pack Useful Life Estimation via LSTMs and Autoencoders
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Word Acquisition in Neural Language Models
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A Multi-Scale A Contrario method for Unsupervised Image Anomaly Detection
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3D-MOV: Audio-Visual LSTM Autoencoder for 3D Reconstruction of Multiple Objects from Video
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Echo-Reconstruction: Audio-Augmented 3D Scene Reconstruction
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Language Modeling using LMUs: 10x Better Data Efficiency or Improved Scaling Compared to Transformers
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Tradeoffs in Streaming Binary Classification under Limited Inspection Resources
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Periodic Reranking for Online Matching of Reusable Resources
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10-06-2021

Online Hyperparameter Meta-Learning with Hypergradient Distillation
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10-06-2021

Sharp Learning Bounds for Contrastive Unsupervised Representation Learning
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Differential Anomaly Detection for Facial Images
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10-06-2021

One-Dimensional Fragment over Words and Trees
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10-06-2021

S-Extension Patch: A simple and efficient way to extend an object detection model
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10-06-2021

Scaling Up Machine Learning For Quantum Field Theory with Equivariant Continuous Flows
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Physics-Informed Neural Networks for AC Optimal Power Flow
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Large Learning Rate Tames Homogeneity: Convergence and Balancing Effect
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Improving Robot-Centric Learning from Demonstration via Personalized Embeddings
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10-07-2021

MPD: Moving Target Defense through Communication Protocol Dialects
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10-06-2021

The Gromov-Hausdorff distance between ultrametric spaces: its structure and computation
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10-06-2021

Generic tool for numerical simulation of transformation-diffusion processes in complex volume geometric shapes: application to microbial decomposition of organic matter
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Semantic Image Alignment for Vehicle Localization
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10-08-2021

Federated Learning for Big Data: A Survey on Opportunities, Applications, and Future Directions
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Evolutionary Computation-Assisted Brainwriting for Large-Scale Online Ideation
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Towards Accurate Cross-Domain In-Bed Human Pose Estimation
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Towards Robust and Transferable IIoT Sensor based Anomaly Classification using Artificial Intelligence
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Unpacking the Black Box: Regulating Algorithmic Decisions
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A Comparison of Neural Network Architectures for Data-Driven Reduced-Order Modeling
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PWG-IDS: An Intrusion Detection Model for Solving Class Imbalance in IIoT Networks Using Generative Adversarial Networks
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GPS Spoofing Attacks on Phasor Measurement Units: Practical Feasibility and Countermeasures
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A Hierarchical Variational Neural Uncertainty Model for Stochastic Video Prediction
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Multi-Head ReLU Implicit Neural Representation Networks
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The Impact of Visualizing Design Gradients for Human Designers
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Arachnophobia Exposure Therapy using Experience-driven Procedural Content Generation via Reinforcement Learning (EDPCGRL)
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KPop Fandoms drive COVID-19 Public Health Messaging on Social Media
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The Definition-Context-Purpose Paradigm and Other Insights from Industry Professionals About the Definition of a Quest
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An Unconstrained Layer-Peeled Perspective on Neural Collapse
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Adversarial Robustness Comparison of Vision Transformer and MLP-Mixer to CNNs
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3rd Place Solution to Google Landmark Recognition Competition 2021
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10-06-2021

From STL Rulebooks to Rewards
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Multi-Agent Constrained Policy Optimisation
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Spell my name: keyword boosted speech recognition
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10-06-2021

Real-time Optimal Landing Control of the MIT Mini Cheetah
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Explaining Off-Policy Actor-Critic From A Bias-Variance Perspective
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Geometric Transformers for Protein Interface Contact Prediction
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Spectral Bias in Practice: The Role of Function Frequency in Generalization
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10-06-2021

Topologically Consistent Multi-View Face Inference Using Volumetric Sampling
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10-07-2021

Exploring Architectural Ingredients of Adversarially Robust Deep Neural Networks
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How Can AI Recognize Pain and Express Empathy
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10-06-2021

Towards Robotic Knee Arthroscopy: Multi-Scale Network for Tissue-Tool Segmentation
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10-06-2021

Proactive Scheduling and Caching for Wireless VR Viewport Streaming
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10-07-2021

Transform2Act: Learning a Transform-and-Control Policy for Efficient Agent Design
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10-07-2021

The complexity of bidirected reachability in valence systems
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10-07-2021

Augmenting Reinforcement Learning with Behavior Primitives for Diverse Manipulation Tasks
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10-07-2021

Utilizing Time-Reversibility for Shock Capturing in Nonlinear Hyperbolic Conservation Laws
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10-07-2021

Multi-tasking Dialogue Comprehension with Discourse Parsing
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10-07-2021

Propagating State Uncertainty Through Trajectory Forecasting
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10-07-2021

Improving MC-Dropout Uncertainty Estimates with Calibration Error-based Optimization
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10-07-2021

Palindromic linearization and numerical solution of nonsymmetric algebraic T-Riccati equations
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10-08-2021

A Decision Model for Selecting Patterns and Strategies to Decompose Applications into Microservices
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10-07-2021

An infinite family of antiprimitive cyclic codes supporting Steiner systems S(3,8,7m+1)S(3,8,7m+1)
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10-07-2021

Joint Scatterer Localization and Material Identification Using Radio Access Technology
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10-08-2021

Environment Aware Text-to-Speech Synthesis
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10-05-2021

A space-time multiscale mortar mixed finite element method for parabolic equations
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10-05-2021

Learned Uncertainty Calibration for Visual Inertial Localization
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10-05-2021

Stochastic Multiplicative Weights Updates in Zero-Sum Games
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10-07-2021

Federated Learning from Small Datasets
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10-07-2021

Belief Evolution Network: Probability Transformation of Basic Belief Assignment and Fusion Conflict Probability
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10-07-2021

Self-Evolutionary Optimization for Pareto Front Learning
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10-07-2021

Finding popular branchings in vertex-weighted digraphs
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10-07-2021

An Event Data Extraction Approach from SAP ERP for Process Mining
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10-08-2021

Iterative Decoding for Compositional Generalization in Transformers
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10-07-2021

Optimal Deployment and Operation of Robotic Aerial 6G Small Cells with Grasping End Effectors
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10-07-2021

Scaling Bayesian Optimization With Game Theory
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10-08-2021

A Mechanism Design Approach to Allocating Travel Funds
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10-07-2021

A Probabilistic Graphical Model Approach to the Structure-and-Motion Problem
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10-08-2021

Improving Pseudo-label Training For End-to-end Speech Recognition Using Gradient Mask
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Craig Smith