2021.3.22 CS papers

 

03-18-2021

FastNeRF: High-Fidelity Neural Rendering at 200FPS
by Stephan J. Garbin et al

03-16-2021

Deep learning: a statistical viewpoint
by Peter L. Bartlett et al

03-17-2021

Learning to Resize Images for Computer Vision Tasks
by Hossein Talebi et al

03-16-2021

Back to the Feature: Learning Robust Camera Localization from Pixels to Pose
by Paul-Edouard Sarlin et al

03-18-2021

Requirement Engineering Challenges for AI-intense Systems Development
by Hans-Martin Heyn et al

03-17-2021

Training GANs with Stronger Augmentations via Contrastive Discriminator
by Jongheon Jeong et al

03-18-2021

All NLP Tasks Are Generation Tasks: A General Pretraining Framework
by Zhengxiao Du et al

03-17-2021

A Practical Guide to Multi-Objective Reinforcement Learning and Planning
by Conor F. Hayes et al

03-18-2021

Large Scale Image Completion via Co-Modulated Generative Adversarial Networks
by Shengyu Zhao et al

03-18-2021

GPT Understands, Too
by Xiao Liu et al

03-18-2021

Using latent space regression to analyze and leverage compositionality in GANs
by Lucy Chai et al

03-16-2021

Toward Neural-Network-Guided Program Synthesis and Verification
by Naoki Kobayashi et al

03-16-2021

Is it Enough to Optimize CNN Architectures on ImageNet?
by Lukas Tuggener et al

03-17-2021

You Only Look One-level Feature
by Qiang Chen et al

03-17-2021

Situated Language Learning via Interactive Narratives
by Prithviraj Ammanabrolu et al

03-16-2021

Fast Development of ASR in African Languages using Self Supervised Speech Representation Learning
by Jama Hussein Mohamud et al

03-16-2021

Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models
by Po-Yao Huang et al

03-18-2021

On Semantic Similarity in Video Retrieval
by Michael Wray et al

03-16-2021

Contrastive Learning of Musical Representations
by Janne Spijkervet et al

03-18-2021

Neural tensor contractions and the expressive power of deep neural quantum states
by Or Sharir et al

03-16-2021

PythonFOAM: In-situ data analyses with OpenFOAM and Python
by Romit Maulik et al

03-16-2021

Spatial Dependency Networks: Neural Layers for Improved Generative Image Modeling
by Đorđe Miladinović et al

03-19-2021

ConViT: Improving Vision Transformers with Soft Convolutional Inductive Biases
by Stéphane d'Ascoli et al

03-19-2021

Paint by Word
by David Bau et al

03-16-2021

Clandestino or Rifugiato? Anti-immigration Facebook Ad Targeting in Italy
by Arthur Capozzi et al

03-18-2021

How I failed machine learning in medical imaging -- shortcomings and recommendations
by Gaël Varoquaux et al

03-18-2021

Neural Parts: Learning Expressive 3D Shape Abstractions with Invertible Neural Networks
by Despoina Paschalidou et al

03-17-2021

OGB-LSC: A Large-Scale Challenge for Machine Learning on Graphs
by Weihua Hu et al

03-18-2021

Robust Vision-Based Cheat Detection in Competitive Gaming
by Aditya Jonnalagadda et al

03-18-2021

Constructive and Toxic Speech Detection for Open-domain Social Media Comments in Vietnamese
by Luan Thanh Nguyen et al

03-18-2021

Modeling the Second Player in Distributionally Robust Optimization
by Paul Michel et al

03-17-2021

DoubleML -- An Object-Oriented Implementation of Double Machine Learning in R
by Philipp Bach et al

03-18-2021

Refining Neural Networks with Compositional Explanations
by Huihan Yao et al

03-18-2021

The Case for High-Accuracy Classification: Think Small, Think Many!
by Mohammad Hosseini et al

03-18-2021

UNETR: Transformers for 3D Medical Image Segmentation
by Ali Hatamizadeh et al

03-18-2021

Evaluating Document Coherence Modelling
by Aili Shen et al

03-17-2021

PredRNN: A Recurrent Neural Network for Spatiotemporal Predictive Learning
by Yunbo Wang et al

03-18-2021

Consistency-based Active Learning for Object Detection
by Weiping Yu et al

03-18-2021

CDFI: Compression-Driven Network Design for Frame Interpolation
by Tianyu Ding et al

03-17-2021

Value-aware Approximate Attention
by Ankit Gupta et al

03-17-2021

Large-Scale Zero-Shot Image Classification from Rich and Diverse Textual Descriptions
by Sebastian Bujwid et al

03-18-2021

Challenges of 3D Surface Reconstruction in Capsule Endoscopy
by Olivier Rukundo

03-18-2021

Deep Online Correction for Monocular Visual Odometry
by Jiaxin Zhang et al

03-18-2021

Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAE
by Jialun Peng et al

03-18-2021

Dementia Severity Classification under Small Sample Size and Weak Supervision in Thick Slice MRI
by Reza Shirkavand et al

03-17-2021

Evaluation of soccer team defense based on prediction models of ball recovery and being attacked
by Kosuke Toda et al

03-16-2021

Learning without gradient descent encoded by the dynamics of a neurobiological model
by Vivek Kurien George et al

03-18-2021

RangeDet:In Defense of Range View for LiDAR-based 3D Object Detection
by Lue Fan et al

03-18-2021

Spectral Reconstruction and Disparity from Spatio-Spectrally Coded Light Fields via Multi-Task Deep Learning
by Maximilian Schambach et al

03-18-2021

Data-free mixed-precision quantization using novel sensitivity metric
by Donghyun Lee et al

03-17-2021

The Untapped Potential of Off-the-Shelf Convolutional Neural Networks
by Matthew Inkawhich et al

03-17-2021

Pose-GNN : Camera Pose Estimation System Using Graph Neural Networks
by Ahmed Elmoogy et al

03-18-2021

The Low-Rank Simplicity Bias in Deep Networks
by Minyoung Huh et al

03-18-2021

A Location-Sensitive Local Prototype Network for Few-Shot Medical Image Segmentation
by Qinji Yu et al

03-17-2021

CheXbreak: Misclassification Identification for Deep Learning Models Interpreting Chest X-rays
by Emma Chen et al

03-18-2021

MSMatch: Semi-Supervised Multispectral Scene Classification with Few Labels
by Pablo Gómez et al

03-17-2021

Revisiting the Loss Weight Adjustment in Object Detection
by Wenxin Yu et al

03-17-2021

The Invertible U-Net for Optical-Flow-free Video Interframe Generation
by Saem Park et al

03-18-2021

Bayesian Imaging With Data-Driven Priors Encoded by Neural Networks: Theory, Methods, and Algorithms
by Matthew Holden et al

03-17-2021

Neural Network Attribution Methods for Problems in Geoscience: A Novel Synthetic Benchmark Dataset
by Antonios Mamalakis et al

03-18-2021

Higher Performance Visual Tracking with Dual-Modal Localization
by Jinghao Zhou et al

03-18-2021

DanceNet3D: Music Based Dance Generation with Parametric Motion Transformer
by Buyu Li et al

03-18-2021

Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations
by Pau Rodriguez et al

03-16-2021

PC-HMR: Pose Calibration for 3D Human Mesh Recovery from 2D Images/Videos
by Tianyu Luan et al

03-18-2021

Space-Time Crop & Attend: Improving Cross-modal Video Representation Learning
by Mandela Patrick et al

03-16-2021

Dense Interaction Learning for Video-based Person Re-identification
by Tianyu He et al

03-18-2021

Pseudo-ISP: Learning Pseudo In-camera Signal Processing Pipeline from A Color Image Denoiser
by Yue Cao et al

03-17-2021

COVIDx-US -- An open-access benchmark dataset of ultrasound imaging data for AI-driven COVID-19 analytics
by Ashkan Ebadi et al

03-17-2021

Automatic Generation of Contrast Sets from Scene Graphs: Probing the Compositional Consistency of GQA
by Yonatan Bitton et al

03-17-2021

Deep Wiener Deconvolution: Wiener Meets Deep Learning for Image Deblurring
by Jiangxin Dong et al

03-18-2021

Learning Multimodal Affinities for Textual Editing in Images
by Or Perel et al

03-18-2021

Real-Time Visual Object Tracking via Few-Shot Learning
by Jinghao Zhou et al

03-18-2021

Phylogenetic typology
by Gerhard Jäger et al

03-17-2021

ALADIN: All Layer Adaptive Instance Normalization for Fine-grained Style Similarity
by Dan Ruta et al

03-18-2021

Let-Mi: An Arabic Levantine Twitter Dataset for Misogynistic Language
by Hala Mulki et al

03-18-2021

Model Extraction and Adversarial Transferability, Your BERT is Vulnerable!
by Xuanli He et al

03-17-2021

Bias-Free FedGAN
by Vaikkunth Mugunthan et al

03-17-2021

Infinite-Horizon Offline Reinforcement Learning with Linear Function Approximation: Curse of Dimensionality and Algorithm
by Lin Chen et al

03-17-2021

Topology-Aware Segmentation Using Discrete Morse Theory
by Xiaoling Hu et al

03-17-2021

Advancing RNN Transducer Technology for Speech Recognition
by George Saon et al

03-18-2021

Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
by Lukáš Picek et al

03-17-2021

On the Whitney extension problem for near isometries and beyond
by Steven B. Damelin

03-18-2021

KoDF: A Large-scale Korean DeepFake Detection Dataset
by Patrick Kwon et al

03-18-2021

Enhancing Transformer for Video Understanding Using Gated Multi-Level Attention and Temporal Adversarial Training
by Saurabh Sahu et al

03-18-2021

Decomposing and Recomposing Event Structure
by William Gantt et al

03-18-2021

Discriminative and Semantic Feature Selection for Place Recognition towards Dynamic Environments
by Yuxin Tian et al

03-18-2021

Real-Time, Deep Synthetic Aperture Sonar (SAS) Autofocus
by Isaac D. Gerg et al

03-18-2021

Computer Vision Aided URLL Communications: Proactive Service Identification and Coexistence
by Muhammad Alrabeiah et al

03-18-2021

Hyperbolic quadrature method of moments for the one-dimensional kinetic equation
by Rodney Fox et al

03-18-2021

Equivariant Filters for Efficient Tracking in 3D Imaging
by Daniel Moyer et al

03-17-2021

From Plenipotentiary to Puddingless: Users and Uses of New Words in Early English Letters
by Tanja Säily et al

03-18-2021

RP-VIO: Robust Plane-based Visual-Inertial Odometry for Dynamic Environments
by Karnik Ram et al

03-18-2021

Scalable Visual Transformers with Hierarchical Pooling
by Zizheng Pan et al

03-18-2021

Spatio-temporal Crop Classification On Volumetric Data
by Muhammad Usman Qadeer et al

03-18-2021

Reading Isnt Believing: Adversarial Attacks On Multi-Modal Neurons
by David A. Noever et al

03-18-2021

Contextual Biasing of Language Models for Speech Recognition in Goal-Oriented Conversational Agents
by Ashish Shenoy et al

03-18-2021

Collective Decision of One-vs-Rest Networks for Open Set Recognition
by Jaeyeon Jang et al

03-18-2021

OmniPose: A Multi-Scale Framework for Multi-Person Pose Estimation
by Bruno Artacho et al

03-18-2021

Efficient Algorithms for Rotation Averaging Problems
by Yihong Dong et al

03-16-2021

The planted matching problem: Sharp threshold and infinite-order phase transition
by Jian Ding et al

03-18-2021

Smoothing and Shrinking the Sparse Seq2Seq Search Space
by Ben Peters et al

03-18-2021

TrivialAugment: Tuning-free Yet State-of-the-Art Data Augmentation
by Samuel G. Müller et al

03-18-2021

Self-Supervised Adaptation for Video Super-Resolution
by Jinsu Yoo et al

03-17-2021

Single Underwater Image Restoration by Contrastive Learning
by Junlin Han et al

03-17-2021

Set-to-Sequence Methods in Machine Learning: a Review
by Mateusz Jurewicz et al

03-18-2021

Impressions2Font: Generating Fonts by Specifying Impressions
by Seiya Matsuda et al

03-17-2021

Improved Deep Classwise Hashing With Centers Similarity Learning for Image Retrieval
by Ming Zhang et al

03-17-2021

Adversarial Attacks on Camera-LiDAR Models for 3D Car Detection
by Mazen Abdelfattah et al

03-17-2021

A deep learning theory for neural networks grounded in physics
by Benjamin Scellier

03-16-2021

Leveraging Recent Advances in Deep Learning for Audio-Visual Emotion Recognition
by Liam Schoneveld et al

03-18-2021

Which to Match? Selecting Consistent GT-Proposal Assignment for Pedestrian Detection
by Yan Luo et al

03-17-2021

On the Role of Images for Analyzing Claims in Social Media
by Gullal S. Cheema et al

03-18-2021

Learning to Amend Facial Expression Representation via De-albino and Affinity
by Jiawei Shi et al

03-18-2021

Similarity Transfer for Knowledge Distillation
by Haoran Zhao et al

03-17-2021

Towards Few-Shot Fact-Checking via Perplexity
by Nayeon Lee et al

03-17-2021

Code Word Detection in Fraud Investigations using a Deep-Learning Approach
by Youri van der Zee et al

03-18-2021

Lighting Enhancement Aids Reconstruction of Colonoscopic Surfaces
by Yubo Zhang et al

03-18-2021

TPPI-Net: Towards Efficient and Practical Hyperspectral Image Classification
by Hao Chen et al

03-18-2021

Rethinking Relational Encoding in Language Model: Pre-Training for General Sequences
by Matthew B. A. McDermott et al

03-18-2021

Investigate Indistinguishable Points in Semantic Segmentation of 3D Point Cloud
by Mingye Xu et al

03-18-2021

Sequential End-to-end Network for Efficient Person Search
by Zhengjia Li et al

03-17-2021

Machine Vision based Sample-Tube Localization for Mars Sample Return
by Shreyansh Daftry et al

03-17-2021

Learning with Group Noise
by Qizhou Wang et al

03-16-2021

Softermax: Hardware/Software Co-Design of an Efficient Softmax for Transformers
by Jacob R. Stevens et al

03-19-2021

Beyond Linear Subspace Clustering: A Comparative Study of Nonlinear Manifold Clustering Algorithms
by Maryam Abdolali et al

03-16-2021

KGSynNet: A Novel Entity Synonyms Discovery Framework with Knowledge Graph
by Yiying Yang et al

03-18-2021

Combining Pessimism with Optimism for Robust and Efficient Model-Based Deep Reinforcement Learning
by Sebastian Curi et al

03-18-2021

Future Frame Prediction for Robot-assisted Surgery
by Xiaojie Gao et al

03-17-2021

Rapid treatment planning for low-dose-rate prostate brachytherapy with TP-GAN
by Tajwar Abrar Aleef et al

03-18-2021

Learning to Recommend Frame for Interactive Video Object Segmentation in the Wild
by Zhaoyuan Yin et al

03-18-2021

SparsePoint: Fully End-to-End Sparse 3D Object Detector
by Zili Liu et al

03-17-2021

Memory-Rate Tradeoff for Caching with Uncoded Placement under Nonuniform Random Demands
by Yong Deng et al

03-18-2021

Structure Calculation and Reconstruction of Discrete State Dynamics from Residual Dipolar Couplings using REDCRAFT
by Casey A. Cole et al

03-17-2021

Hierarchical Attention-based Age Estimation and Bias Estimation
by Shakediel Hiba et al

03-18-2021

Some Generic Constructions of Generalized Plateaued Functions
by Jiaxin Wang et al

03-17-2021

Fast and High-Quality Blind Multi-Spectral Image Pansharpening
by Lantao Yu et al

03-17-2021

Virtual Dress Swap Using Landmark Detection
by Odar Zeynal et al

03-18-2021

SG-Net: Spatial Granularity Network for One-Stage Video Instance Segmentation
by Dongfang Liu et al

03-16-2021

Faster Quantum Concentration via Grovers Search
by Cem M. Unsal et al

03-18-2021

Hopper: Multi-hop Transformer for Spatiotemporal Reasoning
by Honglu Zhou et al

03-16-2021

Collapsible Linear Blocks for Super-Efficient Super Resolution
by Kartikeya Bhardwaj et al

03-18-2021

Decoupled Spatial Temporal Graphs for Generic Visual Grounding
by Qianyu Feng et al

03-18-2021

Reduced Precision Strategies for Deep Learning: A High Energy Physics Generative Adversarial Network Use Case
by Florian Rehm et al

03-16-2021

Sequential Estimation of Convex Divergences using Reverse Submartingales and Exchangeable Filtrations
by Tudor Manole et al

03-16-2021

An inexact Douglas-Rachford splitting method for solving absolute value equations
by Cairong Chen et al

03-17-2021

CNN Model & Tuning for Global Road Damage Detection
by Rahul Vishwakarma et al

03-17-2021

Characterizing Technical Debt and Antipatterns in AI-Based Systems: A Systematic Mapping Study
by Justus Bogner et al

03-16-2021

Variational Structures in Cochain Projection Based Variational Discretizations of Lagrangian PDEs
by Brian Tran et al

03-17-2021

Lower Bounds on the Size of General Branch-and-Bound Trees
by Santanu S. Dey et al

03-19-2021

Learning the Superpixel in a Non-iterative and Lifelong Manner
by Lei Zhu et al

03-16-2021

A Semiclassical Proof of Duality Between the Classical BSC and the Quantum PSC
by Narayanan Rengaswamy et al

03-16-2021

Bio-inspired Robustness: A Review
by Harshitha Machiraju et al

03-18-2021

Adaptive geometric multigrid for the mixed finite cell formulation of Stokes and Navier-Stokes equations
by S. Saberi et al

03-16-2021

Triplet-Watershed for Hyperspectral Image Classification
by Aditya Challa et al

03-16-2021

Pros and Cons of GAN Evaluation Measures: New Developments
by Ali Borji

03-17-2021

Self-Supervised Learning of Audio Representations from Permutations with Differentiable Ranking
by Andrew N Carr et al

03-17-2021

Hybrid Precoding for mmWave V2X Doubly-Selective Multiuser MIMO Systems
by Elyes Balti

03-16-2021

SPICE: Semantic Pseudo-labeling for Image Clustering
by Chuang Niu et al

03-16-2021

Sparse Curriculum Reinforcement Learning for End-to-End Driving
by Pranav Agarwal et al

03-16-2021

Mixed Precision ss-step Lanczos and Conjugate Gradient Algorithms
by Erin Carson et al

03-17-2021

Impact of Facial Tattoos and Paintings on Face Recognition Systems
by Mathias Ibsen et al

03-18-2021

Finite-Horizon, Energy-Optimal Trajectories in Unsteady Flows
by Kartik Krishna et al

03-19-2021

Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification
by Yash Sharma et al

03-16-2021

Invertible Residual Network with Regularization for Effective Medical Image Segmentation
by Kashu Yamazaki et al

03-17-2021

THINC scaling method that bridges VOF and level set schemes
by Ronit Kumar et al

03-17-2021

Disentangled Cycle Consistency for Highly-realistic Virtual Try-On
by Chongjian Ge et al

03-18-2021

Graphs with unique zero forcing sets and Grundy dominating sets
by Boštjan Brešar et al

03-17-2021

HAMIL: Hierarchical Aggregation-Based Multi-Instance Learning for Microscopy Image Classification
by Yanlun Tu et al

03-18-2021

Phase Retrieval and System Identification in Dynamical Sampling via Pronys Method
by Robert Beinert et al

03-17-2021

Improved Constructions for Secure Multi-Party Batch Matrix Multiplication
by Jinbao Zhu et al

03-16-2021

Unsupervised Missing Cone Deep Learning in Optical Diffraction Tomography
by Hyungjin Chung et al

03-17-2021

Cyber Intrusion Detection by Using Deep Neural Networks with Attack-sharing Loss
by Boxiang Dong et al

03-16-2021

Multi-Prize Lottery Ticket Hypothesis: Finding Accurate Binary Neural Networks by Pruning A Randomly Weighted Network
by James Diffenderfer et al

03-18-2021

A graph theoretical approach to the firebreak locating problem
by Marc Demange et al

03-18-2021

A Probabilistic State Space Model for Joint Inference from Differential Equations and Data
by Jonathan Schmidt et al

03-17-2021

Endangered Languages are not Low-Resourced!
by Mika Hämäläinen

03-17-2021

Learning Discriminative Prototypes with Dynamic Time Warping
by Xiaobin Chang et al

03-18-2021

Hessian Initialization Strategies for L-BFGS Solving Non-linear Inverse Problems
by Hari Om Aggrawal et al

03-17-2021

Convexification inversion method for nonlinear SAR imaging with experimentally collected data
by M. V. Klibanov et al

03-18-2021

Knowledge-Guided Object Discovery with Acquired Deep Impressions
by Jinyang Yuan et al

03-16-2021

In-air Knotting of Rope using Dual-Arm Robot based on Deep Learning
by Kanata Suzuki et al

03-19-2021

Optimal Clearing Payments in a Financial Contagion Model
by Giuseppe Calafiore et al

03-16-2021

Combining Morphological and Histogram based Text Line Segmentation in the OCR Context
by Pit Schneider

03-18-2021

A restricted additive Vanka smoother for geometric multigrid
by S. Saberi et al

03-17-2021

Meta-learning of Pooling Layers for Character Recognition
by Takato Otsuzuki et al

03-17-2021

SML: a new Semantic Embedding Alignment Transformer for efficient cross-lingual Natural Language Inference
by Javier Huertas-Tato et al

03-17-2021

Gradient Projection Memory for Continual Learning
by Gobinda Saha et al

03-17-2021

Human-Oriented Autonomous Traffic Simulation
by Mingliang Xu et al

03-18-2021

Approximation for Probability Distributions by Wasserstein GAN
by Yihang Gao et al

03-17-2021

A novel hybrid isogeometric element based on two-field Hellinger-Reissner principle to alleviate different types of locking
by Dhiraj S. Bombarde et al

03-17-2021

Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots
by Samson Tan et al

03-18-2021

Model Order Reduction based on Direct Normal Form: Application to Large Finite Element MEMS Structures Featuring Internal Resonance
by Andrea Opreni et al

03-16-2021

Unsupervised anomaly detection in digital pathology using GANs
by Milda Pocevičiūtė et al

03-16-2021

A Local Deep Learning Method for Solving High Order Partial Differential Equations
by Quanhui Zhu et al

03-16-2021

Time-dependent electromagnetic scattering from thin layers
by Jörg Nick et al

03-17-2021

ENCONTER: Entity Constrained Progressive Sequence Generation via Insertion-based Transformer
by Lee-Hsun Hsieh et al

03-17-2021

Optimization of mixing strategy in microalgal raceway ponds
by Olivier Bernard et al

03-17-2021

Capacity Achieving Uncoded PIR Protocol based on Combinatorial Designs
by Mohit Shrivastava et al

03-17-2021

Mathematical Modeling of Sediments in the Filter and Improvement of the Filter Construction
by Yuri Troshchiev

03-18-2021

Analyzing Uplink Grant-free Sparse Code Multiple Access System in Massive IoT Networks
by Ke Lai et al

03-19-2021

Bhattacharyya parameter of monomials codes for the Binary Erasure Channel: from pointwise to average reliability
by Vlad-Florin Dragoi et al

03-16-2021

Hebbian Semi-Supervised Learning in a Sample Efficiency Setting
by Gabriele Lagani et al

03-18-2021

Optimal transport framework for efficient prototype selection
by Karthik S. Gurumoorthy et al

03-18-2021

Lossless compression with state space models using bits back coding
by James Townsend et al

03-17-2021

Locality of Random Digraphs on Expanders
by Yeganeh Alimohammadi et al

03-17-2021

Evolutional Deep Neural Network
by Yifan Du et al

03-16-2021

Co-Generation and Segmentation for Generalized Surgical Instrument Segmentation on Unlabelled Data
by Megha Kalia et al

03-17-2021

Hierarchical Random Walker Segmentation for Large Volumetric Biomedical Data
by Dominik Drees et al

03-18-2021

Immersive Operation of a Semi-Autonomous Aerial Platform for Detecting and Mapping Radiation
by P. Dayani et al

03-19-2021

Improving Image co-segmentation via Deep Metric Learning
by Zhengwen Li et al

03-17-2021

ShipSRDet: An End-to-End Remote Sensing Ship Detector Using Super-Resolved Feature Representation
by Shitian He et al

03-18-2021

Top-m identification for linear bandits
by Clémence Réda et al

03-16-2021

Repurposing Pretrained Models for Robust Out-of-domain Few-Shot Learning
by Namyeong Kwon et al

03-16-2021

Graph Convolutional Network for Swahili News Classification
by Alexandros Kastanos et al

03-16-2021

Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation
by Jungbeom Lee et al

03-18-2021

Deep Reinforcement Learning-Aided RAN Slicing Enforcement for B5G Latency Sensitive Services
by Sergio Martiradonna et al

03-17-2021

Prediction-assistant Frame Super-Resolution for Video Streaming
by Wang Shen et al

03-16-2021

Super-Resolving Cross-Domain Face Miniatures by Peeking at One-Shot Exemplar
by Peike Li et al

03-16-2021

Quantum Pseudorandomness and Classical Complexity
by William Kretschmer

03-17-2021

An Efficient Method for the Classification of Croplands in Scarce-Label Regions
by Houtan Ghaffari

03-17-2021

CrowdSim: A Hybrid Simulation Model for Failure Prediction in Crowdsourced Software Development
by Razieh Saremi et al

03-19-2021

Play the Shannon Game With Language Models: A Human-Free Approach to Summary Evaluation
by Nicholas Egan et al

03-19-2021

Robustness via Cross-Domain Ensembles
by Teresa Yeo et al

03-17-2021

A Soft-Aided Staircase Decoder Using Three-Level Channel Reliabilities
by Yi Lei et al

03-17-2021

Intelligent Reflecting Surface Enabled Random Rotations Scheme for the MISO Broadcast Channel
by Qurrat-Ul-Ain Nadeem et al

03-16-2021

Learning to Shape Rewards using a Game of Switching Controls
by David Mguni et al

03-18-2021

An efficient algorithm to compute the exponential of skew-Hermitian matrices for the time integration of the Schr\odinger equation
by Philipp Bader et al

03-18-2021

Training image classifiers using Semi-Weak Label Data
by Anxiang Zhang et al

03-18-2021

A class of inexact modified Newton-type iteration methods for solving the generalized absolute value equations
by Dongmei Yu et al

03-19-2021

Attention-based model for predicting question relatedness on Stack Overflow
by Jiayan Pei et al

03-16-2021

BDDC Algorithms for Advection-diffusion problems with HDG Discretizations
by Xuemin Tu et al

03-16-2021

YOLOStereo3D: A Step Back to 2D for Efficient Stereo 3D Detection
by Yuxuan Liu et al

03-19-2021

Low-Complexity Dynamic Resource Scheduling for Downlink MC-NOMA Over Fading Channels
by Do-Yup Kim et al

03-18-2021

Towards a Dimension-Free Understanding of Adaptive Linear Control
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Interpretable Deep Learning for the Remote Characterisation of Ambulation in Multiple Sclerosis using Smartphones
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Noise Modulation: Let Your Model Interpret Itself
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RackLay: Multi-Layer Layout Estimation for Warehouse Racks
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Environment and Person Independent Activity Recognition with a Commodity IEEE 802.11ac Access Point
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03-18-2021

Gender and Racial Fairness in Depression Research using Social Media
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Distributed Deep Learning Using Volunteer Computing-Like Paradigm
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Faster quantum-inspired algorithms for solving linear systems
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Stride and Translation Invariance in CNNs
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A Multilingual African Embedding for FAQ Chatbots
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Improving the Lexical Ability of Pretrained Language Models for Unsupervised Neural Machine Translation
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Computational power of one- and two-dimensional dual-unitary quantum circuits
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An algorithm for J-spectral factorization of certain matrix functions
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A Multilevel Approach to Stochastic Trace Estimation
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Fusion-FlowNet: Energy-Efficient Optical Flow Estimation using Sensor Fusion and Deep Fused Spiking-Analog Network Architectures
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RIS-Aided Next-Generation High-Speed Train Communications: Challenges, Solutions, and Future Directions
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Krasnoselskij-type algorithms for variational inequality problems and fixed point problems in Banach spaces
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HyperDynamics: Meta-Learning Object and Agent Dynamics with Hypernetworks
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03-17-2021

Scattering and inverse scattering for the AKNS system: A rational function approach
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03-19-2021

A new method for constructing linear codes with small hulls
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The Rise and Fall of Fake News sites: A Traffic Analysis
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Building Safer Autonomous Agents by Leveraging Risky Driving Behavior Knowledge
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Covid-19 Discourse on Twitter: How the Topics, Sentiments, Subjectivity, and Figurative Frames Changed Over Time
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PSCC-Net: Progressive Spatio-Channel Correlation Network for Image Manipulation Detection and Localization
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Efficient Bayesian Optimization using Multiscale Graph Correlation
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03-17-2021

Direct simulation Monte Carlo for new regimes in aggregation-fragmentation kinetics
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Augmenting Supervised Learning by Meta-learning Unsupervised Local Rules
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Simultaneous Multi-View Camera Pose Estimation and Object Tracking with Square Planar Markers
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DCF-ASN: Coarse-to-fine Real-time Visual Tracking via Discriminative Correlation Filter and Attentional Siamese Network
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Aggregated Multi-GANs for Controlled 3D Human Motion Prediction
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BERTSurv: BERT-Based Survival Models for Predicting Outcomes of Trauma Patients
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Tight Bounds for Inverting Permutations via Compressed Oracle Arguments
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03-19-2021

Frobenius Numbers and Automatic Sequences
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03-17-2021

On the asymptotic optimality of spectral coarse spaces
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Assessing Smart Contracts Security Technical Debts
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Consistent Posterior Distributions under Vessel-Mixing: A Regularization for Cross-Domain Retinal Artery/Vein Classification
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Coordinate Constructions in English Enhanced Universal Dependencies: Analysis and Computational Modeling
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The Shape of Learning Curves: a Review
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Linear Iterative Feature Embedding: An Ensemble Framework for Interpretable Model
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TLSAN: Time-aware Long- and Short-term Attention Network for Next-item Recommendation
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A Survey on Spatio-temporal Data Analytics Systems
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Byzantine-tolerant Distributed Grow-only Sets: Specification and Applications
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Interpretable Deep Learning: Interpretations, Interpretability, Trustworthiness, and Beyond
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MuRIL: Multilingual Representations for Indian Languages
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Data-Driven Wireless Communication Using Gaussian Processes
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A comparative study of deep learning methods for building footprints detection using high spatial resolution aerial images
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Neural Multi-Hop Reasoning With Logical Rules on Biomedical Knowledge Graphs
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Variational Knowledge Distillation for Disease Classification in Chest X-Rays
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Identifying Bug Patterns in Quantum Programs
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Predicting Early Dropout: Calibration and Algorithmic Fairness Considerations
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Taming Wild Price Fluctuations: Monotone Stochastic Convex Optimization with Bandit Feedback
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Vertical Beamforming in Reconfigurable Intelligent Surface-aided Cognitive Radio Networks
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DFS: A Diverse Feature Synthesis Model for Generalized Zero-Shot Learning
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Ano-Graph: Learning Normal Scene Contextual Graphs to Detect Video Anomalies
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Landscape analysis for shallow ReLU neural networks: complete classification of critical points for affine target functions
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Hyperspectral Image Super-Resolution in Arbitrary Input-Output Band Settings
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Sample-based Federated Learning via Mini-batch SSCA
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03-17-2021

A numerical algorithm based on probing to find optimized transmission conditions
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Decentralized Reinforcement Learning for Multi-Target Search and Detection by a Team of Drones
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SoK: A Modularized Approach to Study the Security of Automatic Speech Recognition Systems
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Decoding of Variable Length PLH Codes
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TOP: Backdoor Detection in Neural Networks via Transferability of Perturbation
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A New Modified Newton-Type Iteration Methods for Solving Generalized Absolute Value Equations
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Gumbel-Attention for Multi-modal Machine Translation
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03-16-2021

On Undecided LP, Clustering and Active Learning
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STYLER: Style Modeling with Rapidity and Robustness via SpeechDecomposition for Expressive and Controllable Neural Text to Speech
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03-18-2021

Spectral Monic Chebyshev Approximation for Higher Order Differential Equations
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Shifted Monic Ultraspherical Approximation for solving some of Fractional Orders Differential Equations
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2D Points Curve Reconstruction Survey and Benchmark
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Tree-based machine learning performed in-memory with memristive analog CAM
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Multiple Access Channel Resolvability Codes from Source Resolvability Codes
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Inferred vs traditional personality assessment: are we predicting the same thing?
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Sewer-ML: A Multi-Label Sewer Defect Classification Dataset and Benchmark
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GLOWin: A Flow-based Invertible Generative Framework for Learning Disentangled Feature Representations in Medical Images
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03-18-2021

HW-NAS-Bench:Hardware-Aware Neural Architecture Search Benchmark
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03-19-2021

ClawCraneNet: Leveraging Object-level Relation for Text-based Video Segmentation
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03-16-2021

Learning to increase matching efficiency in identifying additional b-jets in the t¯tb¯btt¯bb¯ process
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Deep Learning based Extreme Heatwave Forecast
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03-18-2021

Super-convergence and Differential Privacy: Training faster with better privacy guarantees
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03-18-2021

Naive Automated Machine Learning -- A Late Baseline for AutoML
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Connecting Images through Time and Sources: Introducing Low-data, Heterogeneous Instance Retrieval
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03-19-2021

Multilevel Picard approximations for McKean-Vlasov stochastic differential equations
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03-18-2021

3D Human Pose Estimation with Spatial and Temporal Transformers
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03-18-2021

Neural Networks for Semantic Gaze Analysis in XR Settings
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03-19-2021

Skeleton Merger: an Unsupervised Aligned Keypoint Detector
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03-16-2021

A survey of deep neural network watermarking techniques
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03-17-2021

TeachMyAgent: a Benchmark for Automatic Curriculum Learning in Deep RL
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03-17-2021

Compact enumeration for scheduling one machine
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03-16-2021

Cognitive architecture aided by working-memory for self-supervised multi-modal humans recognition
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03-17-2021

Weakly Supervised Reinforcement Learning for Autonomous Highway Driving via Virtual Safety Cages
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03-16-2021

The Agda Universal Algebra Library, Part 2: Structure
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03-18-2021

About subordinated generalizations of 3 classical models of option pricing
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03-18-2021

Solving Large Top-K Graph Eigenproblems with a Memory and Compute-optimized FPGA Design
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03-16-2021

Digital Peter: Dataset, Competition and Handwriting Recognition Methods
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03-18-2021

Unsupervised Doppler Radar-Based Activity Recognition for e-healthcare
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03-16-2021

Inclined Quadrotor Landing using Deep Reinforcement Learning
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03-18-2021

The impact of using biased performance metrics on software defect prediction research
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03-17-2021

Human-Inspired Multi-Agent Navigation using Knowledge Distillation
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03-16-2021

Quick Learning Mechanism with Cross-Domain Adaptation for Intelligent Fault Diagnosis
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03-18-2021

Cognitive simulation models for inertial confinement fusion: Combining simulation and experimental data
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03-16-2021

SoWaF: Shuffling of Weights and Feature Maps: A Novel Hardware Intrinsic Attack (HIA) on Convolutional Neural Network (CNN)
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03-19-2021

Joint Parameter Discovery and Generative Modeling of Dynamic Systems
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03-17-2021

Mechanical principles of dynamic terrestrial self-righting using wings
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03-17-2021

Social Group Query Based on Multi-fuzzy-constrained Strong Simulation
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03-18-2021

Explainable Adversarial Attacks in Deep Neural Networks Using Activation Profiles
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03-16-2021

Dual Side Deep Context-aware Modulation for Social Recommendation
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03-17-2021

Diversified Multiscale Graph Learning with Graph Self-Correction
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03-19-2021

Prediction of progressive lens performance from neural network simulations
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03-16-2021

Reweighting Augmented Samples by Minimizing the Maximal Expected Loss
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03-18-2021

Two Timescale Hybrid Federated Learning with Cooperative D2D Local Model Aggregations
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03-19-2021

Acoustic word embeddings for zero-resource languages using self-supervised contrastive learning and multilingual adaptation
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03-19-2021

PAMELI: A Meta-Algorithm for Computationally Expensive Multi-Objective Optimization Problems
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03-19-2021

Carton dataset synthesis based on foreground texture replacement
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03-17-2021

Homomorphically Encrypted Linear Contextual Bandit
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03-19-2021

Singularly perturbed reaction-diffusion problems as first order systems
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03-19-2021

Enhancing Human-in-the-Loop Adaptive Systems through Digital Twins and VR Interfaces
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03-18-2021

Comparative Design-Choice Analysis of Color Refinement Algorithms Beyond the Worst Case
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03-16-2021

No Intruder, no Validity: Evaluation Criteria for Privacy-Preserving Text Anonymization
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03-19-2021

Enhancing Robustness of On-line Learning Models on Highly Noisy Data
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03-16-2021

A Stepping-Up Lemma for Topological Set Systems
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03-19-2021

There and Back Again: Self-supervised Multispectral Correspondence Estimation
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03-16-2021

Using a Personal Health Library-Enabled mHealth Recommender System for Self-Management of Diabetes Among Underserved Populations: Use Case for Knowledge Graphs and Linked Data
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03-19-2021

Predicting Drug-Drug Interactions from Heterogeneous Data: An Embedding Approach
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03-17-2021

Human-AI Symbiosis: A Survey of Current Approaches
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03-17-2021

Lower bound the T-count via unitary stabilizer nullity
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03-16-2021

Deep Time Series Models for Scarce Data
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03-16-2021

Conversational User Interfaces As Assistive interlocutors For Young Childrens Bilingual Language Acquisition
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03-18-2021

A Framework for Energy and Carbon Footprint Analysis of Distributed and Federated Edge Learning
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03-19-2021

QROSS: QUBO Relaxation Parameter Optimisation via Learning Solver Surrogates
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03-19-2021

Adversarial and Contrastive Variational Autoencoder for Sequential Recommendation
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03-16-2021

SoK: Privacy-Preserving Collaborative Tree-based Model Learning
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03-16-2021

Hierarchical Reinforcement Learning Framework for Stochastic Spaceflight Campaign Design
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03-16-2021

Space efficient quantum algorithms for mode, min-entropy and k-distinctness
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03-19-2021

Performance Analysis of Deep Learning Workloads on a Composable System
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03-16-2021

Stochastic Bandits for Multi-platform Budget Optimization in Online Advertising
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03-18-2021

Quinductor: a multilingual data-driven method for generating reading-comprehension questions using Universal Dependencies
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03-18-2021

Articulated Object Interaction in Unknown Scenes with Whole-Body Mobile Manipulation
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03-18-2021

Hidden Technical Debts for Fair Machine Learning in Financial Services
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03-18-2021

Recent Advances in Deep Learning Techniques for Face Recognition
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03-18-2021

On the Impact of Applying Machine Learning in the Decision-Making of Self-Adaptive Systems
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03-18-2021

Exploiting Isomorphic Subgraphs in SAT (Long version)
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03-17-2021

Releasing Locks As Early As You Can: Reducing Contention of Hotspots by Violating Two-Phase Locking (Extended Version)
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03-19-2021

Graph Attention Recurrent Neural Networks for Correlated Time Series Forecasting
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03-17-2021

Transformer-based ASR Incorporating Time-reduction Layer and Fine-tuning with Self-Knowledge Distillation
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03-17-2021

Z Distance Function for KNN Classification
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03-18-2021

White Paper Machine Learning in Certified Systems
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03-18-2021

Learning to Schedule Heuristics in Branch-and-Bound
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03-17-2021

Modeling differential rates of aging using routine laboratory data; Implications for morbidity and health care expenditure
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03-18-2021

GCN-ALP: Addressing Matching Collisions in Anchor Link Prediction
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03-16-2021

Cross-Task Instance Representation Interactions and Label Dependencies for Joint Information Extraction with Graph Convolutional Networks
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03-18-2021

Dynamic Kernel Matching for Non-conforming Data: A Case Study of T-cell Receptor Datasets
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03-18-2021

Dynamic Model for Query-Document Expansion towards Improving Retrieval Relevance
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03-19-2021

Knowledge-Based Hierarchical POMDPs for Task Planning
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03-17-2021

Regularized Non-monotone Submodular Maximization
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03-16-2021

5G from Space: An Overview of 3GPP Non-Terrestrial Networks
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03-16-2021

Decomposing Polygons into Fat Components
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03-17-2021

Enabling Opportunistic Low-cost Smart Cities By Using Tactical Edge Node Placement
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03-18-2021

Electrophoretic Molecular Communication with Time-Varying Electric Fields
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03-18-2021

Cellcounter: a deep learning framework for high-fidelity spatial localization of neurons
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03-16-2021

Generating Interpretable Counterfactual Explanations By Implicit Minimisation of Epistemic and Aleatoric Uncertainties
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03-18-2021

S3M: Siamese Stack (Trace) Similarity Measure
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03-19-2021

Emergence of Structural Inequalities in Scientific Citation Networks
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03-17-2021

Adjacency Graphs of Polyhedral Surfaces
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03-16-2021

ReconResNet: Regularised Residual Learning for MR Image Reconstruction of Undersampled Cartesian and Radial Data
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03-19-2021

Sparse Algorithms for Markovian Gaussian Processes
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03-19-2021

From driving automation systems to autonomous vehicles: clarifying the terminology
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03-19-2021

Towards Better Adaptive Systems by Combining MAPE, Control Theory, and Machine Learning
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03-16-2021

Uncertain Curve Simplification
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03-18-2021

Addressing Hate Speech with Data Science: An Overview from Computer Science Perspective
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03-18-2021

Mapping the impact of papers on various status groups: A new excellence mapping tool based on citation and reader scores
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Panconnectivity Algorithm for Eisenstein-Jacobi Networks
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03-19-2021

On-Chain IoT Data Modification in Blockchains
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03-19-2021

Transferable Model for Shape Optimization subject to Physical Constraints
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03-17-2021

Reviewing two decades of Energy system analysis with bibliometrics
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03-17-2021

On Guillotine Separable Packings for the Two-dimensional Geometric Knapsack Problem
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Blockchain-assisted Undisclosed IIoT Vulnerabilities Trusted Sharing Protection with Dynamic Token
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MILP for the Multi-objective VM Reassignment Problem
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A General Language-Based Framework for Specifying and Verifying Notions of Opacity
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03-18-2021

CoCoMoT: Conformance Checking of Multi-Perspective Processes via SMT (Extended Version)
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03-17-2021

Big Plastic Masses Detection using Sentinel 2 Images
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03-17-2021

Vertex Deletion Parameterized by Elimination Distance and Even Less
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03-16-2021

LabelGit: A Dataset for Software Repositories Classification using Attributed Dependency Graphs
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03-17-2021

Chasing Puppies: Mobile Beacon Routing on Closed Curves
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03-16-2021

A Neural Passage Model for Ad-hoc Document Retrieval
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03-18-2021

AutoDRIVE Simulator: A Simulator for Scaled Autonomous Vehicle Research and Education
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03-18-2021

Improved Approximation Algorithms for 2-Dimensional Knapsack: Packing into Multiple L-Shapes, Spirals, and More
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03-19-2021

Semantic Contextual Reasoning to Provide Human Behavior
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03-19-2021

AutoTune: Controller Tuning for High-Speed Flight
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03-18-2021

Localization of Cochlear Implant Electrodes from Cone Beam Computed Tomography using Particle Belief Propagation
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03-18-2021

An Experiment Study on Federated LearningTestbed
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03-16-2021

On Linear Solution of Cherry Pickup II. Max Weight of Two Disjoint Paths in Node-Weighted Gridlike DAG
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03-16-2021

EtherSolve: Computing an Accurate Control-Flow Graph from Ethereum Bytecode
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03-19-2021

Lessons Learned from Educating AI Engineers
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03-16-2021

Lyapunov Barrier Policy Optimization
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03-18-2021

An Auditability, Transparent, and Privacy-Preserving for Supply Chain Traceability Based on Blockchain
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03-16-2021

Evaluation of a Bi-Directional Methodology for Automated Assessment of Compliance to Continuous Application of Clinical Guidelines, in the Type 2 Diabetes-Management Domain
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03-18-2021

Massively parallel hybrid search for the partial Latin square extension problem
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03-16-2021

Intelligent colocation of HPC workloads
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03-17-2021

Characterizing Tseitin-formulas with short regular resolution refutations
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03-16-2021

Learning Hyperbolic Representations of Topological Features
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03-16-2021

Map completion from partial observation using the global structure of multiple environmental maps
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03-16-2021

The utilization of spherical camera in simulation for service robotics
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03-18-2021

PySTACHIO: Python Single-molecule TrAcking stoiCHiometry Intensity and simulatiOn, a flexible, extensible, beginner-friendly and optimized program for analysis of single-molecule microscopy
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03-18-2021

Search and Matching for Adoption from Foster Care
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03-19-2021

USTC-NELSLIP System Description for DIHARD-III Challenge
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03-18-2021

The evolving ecosystem of COVID-19 contact tracing applications
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03-16-2021

iContractBot: A Chatbot for Smart Contracts Specification and Code Generation
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03-16-2021

Generation of Realistic Cloud Access Times for Mobile Application Testing using Transfer Learning
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03-17-2021

Sublinear Average-Case Shortest Paths in Weighted Unit-Disk Graphs
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03-16-2021

Frustrated Arrays of Nanomagnets for Efficient Reservoir Computing
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03-17-2021

Accelerating Radiation Therapy Dose Calculation with Nvidia GPUs
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03-17-2021

Towards a Systematic Engineering of Industrial Domain-Specific Language
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03-18-2021

A constant-factor approximation algorithm for Nash Social Welfare with submodular valuations
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03-18-2021

Hazelcast Jet: Low-latency Stream Processing at the 99.99th Percentile
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03-17-2021

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IA Planner: Motion Planning Using Instantaneous Analysis for Autonomous Vehicle in the Dense Dynamic Scenarios on Highways
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03-19-2021

Low differentially uniform permutations from Dobbertin APN function over F2nF2n
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Numerical simulation and entropy dissipative cure of the carbuncle instability for the shallow water circular hydraulic jump
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Combining Planning and Learning of Behavior Trees for Robotic Assembly
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Towards Productizing AI/ML Models: An Industry Perspective from Data Scientists
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Inductive Inference in Supervised Classification
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03-18-2021

Generalizing Object-Centric Task-Axes Controllers using Keypoints
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Craig Smith