2021.15.2 CS papers

 

02-11-2021

High-Performance Large-Scale Image Recognition Without Normalization
by Andrew Brock et al

02-09-2021

Patterns, predictions, and actions: A story about machine learning
by Moritz Hardt et al

02-10-2021

Automated and Distributed Statistical Analysis of Economic Agent-Based Models
by Andrea Vandin et al

02-11-2021

Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision
by Chao Jia et al

02-10-2021

Training Vision Transformers for Image Retrieval
by Alaaeldin El-Nouby et al

02-09-2021

Is Space-Time Attention All You Need for Video Understanding?
by Gedas Bertasius et al

02-09-2021

Reverb: A Framework For Experience Replay
by Albin Cassirer et al

02-11-2021

A-NeRF: Surface-free Human 3D Pose Refinement via Neural Rendering
by Shih-Yang Su et al

02-11-2021

Neural Re-rendering for Full-frame Video Stabilization
by Yu-Lun Liu et al

02-11-2021

Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals
by Wouter Van Gansbeke et al

02-11-2021

Shelf-Supervised Mesh Prediction in the Wild
by Yufei Ye et al

02-12-2021

Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations
by Winnie Xu et al

02-09-2021

Transparency to hybrid open access through publisher-provided metadata: An article-level study of Elsevier
by Najko Jahn et al

02-11-2021

Deep Photo Scan: Semi-supervised learning for dealing with the real-world degradation in smartphone photo scanning
by Man M. Ho et al

02-09-2021

SLAPS: Self-Supervision Improves Structure Learning for Graph Neural Networks
by Bahare Fatemi et al

02-12-2021

Explaining Neural Scaling Laws
by Yasaman Bahri et al

02-11-2021

The Barrier of meaning in archaeological data science
by Luca Casini et al

02-11-2021

Less is More: ClipBERT for Video-and-Language Learning via Sparse Sampling
by Jie Lei et al

02-11-2021

SWAGAN: A Style-based Wavelet-driven Generative Model
by Rinon Gal et al

02-10-2021

Self-Supervised VQ-VAE For One-Shot Music Style Transfer
by Ondřej Cífka et al

02-11-2021

K-Hairstyle: A Large-scale Korean hairstyle dataset for virtual hair editing and hairstyle classification
by Taewoo Kim et al

02-09-2021

Bayesian Transformer Language Models for Speech Recognition
by Boyang Xue et al

02-09-2021

AI-based Blackbox Code Deobfuscation: Understand, Improve and Mitigate
by Grégoire Menguy et al

02-11-2021

Brain Modelling as a Service: The Virtual Brain on EBRAINS
by Michael Schirner et al

02-11-2021

Efficient Neural Networks for Real-time Analog Audio Effect Modeling
by Christian J. Steinmetz et al

02-11-2021

Neural BRDF Representation and Importance Sampling
by Alejandro Sztrajman et al

02-09-2021

Bootstrapping Relation Extractors using Syntactic Search by Examples
by Matan Eyal et al

02-11-2021

Multichannel-based learning for audio object extraction
by Daniel Arteaga et al

02-10-2021

AdaFuse: Adaptive Temporal Fusion Network for Efficient Action Recognition
by Yue Meng et al

02-10-2021

NAST: Non-Autoregressive Spatial-Temporal Transformer for Time Series Forecasting
by Kai Chen et al

02-10-2021

Dark Web Marketplaces and COVID-19: The vaccines
by Alberto Bracci et al

02-11-2021

Private Prediction Sets
by Anastasios N. Angelopoulos et al

02-10-2021

Towards More Fine-grained and Reliable NLP Performance Prediction
by Zihuiwen Ye et al

02-11-2021

A Survey on Synchronous Augmented, Virtual and Mixed Reality Remote Collaboration Systems
by Alexander Schäfer et al

02-11-2021

Sample Efficient Learning of Image-Based Diagnostic Classifiers Using Probabilistic Labels
by Roberto Vega et al

02-11-2021

The Deepfake Detection Dilemma: A Multistakeholder Exploration of Adversarial Dynamics in Synthetic Media
by Claire Leibowicz et al

02-10-2021

Artificial intelligence in communication impacts language and social relationships
by Jess Hohenstein et al

02-11-2021

Comparative Analysis of Machine Learning Approaches to Analyze and Predict the Covid-19 Outbreak
by Muhammad Naeem et al

02-11-2021

Zero-one laws for provability logic: Axiomatizing validity in almost all models and almost all frames
by Rineke Verbrugge

02-10-2021

H3D: Benchmark on Semantic Segmentation of High-Resolution 3D Point Clouds and textured Meshes from UAV LiDAR and Multi-View-Stereo
by Michael Kölle et al

02-09-2021

A Deep Learning Approach for Characterizing Major Galaxy Mergers
by Skanda Koppula et al

02-10-2021

Characterizing the Online Learning Landscape: What and How People Learn Online
by Sean Kross et al

02-09-2021

More Is More -- Narrowing the Generalization Gap by Adding Classification Heads
by Roee Cates et al

02-10-2021

Relative energy estimates for the Cahn-Hilliard equation with concentration dependent mobility
by Aaron Brunk et al

02-11-2021

The Univalence Principle
by Benedikt Ahrens et al

02-09-2021

VINS: Visual Search for Mobile User Interface Design
by Sara Bunian et al

02-12-2021

VARA-TTS: Non-Autoregressive Text-to-Speech Synthesis based on Very Deep VAE with Residual Attention
by Peng Liu et al

02-11-2021

Onoma-to-wave: Environmental sound synthesis from onomatopoeic words
by Yuki Okamoto et al

02-10-2021

Representation Matters: Offline Pretraining for Sequential Decision Making
by Mengjiao Yang et al

02-11-2021

HyperPocket: Generative Point Cloud Completion
by Przemysław Spurek et al

02-10-2021

Driving Style Representation in Convolutional Recurrent Neural Network Model of Driver Identification
by Sobhan Moosavi et al

02-10-2021

Two Novel Performance Improvements for Evolving CNN Topologies
by Yaron Strauch et al

02-10-2021

UAV Localization Using Autoencoded Satellite Images
by Mollie Bianchi et al

02-11-2021

A fully automated method for 3D individual tooth identification and segmentation in dental CBCT
by Tae Jun Jang et al

02-11-2021

Corner Cases for Visual Perception in Automated Driving: Some Guidance on Detection Approaches
by Jasmin Breitenstein et al

02-09-2021

DetCo: Unsupervised Contrastive Learning for Object Detection
by Enze Xie et al

02-11-2021

Searching for Pneumothorax in X-Ray Images Using Autoencoded Deep Features
by Antonio Sze-To et al

02-10-2021

Layer VQE: A Variational Approach for Combinatorial Optimization on Noisy Quantum Computers
by Xiaoyuan Liu et al

02-11-2021

Adversarially robust deepfake media detection using fused convolutional neural network predictions
by Sohail Ahmed Khan et al

02-11-2021

A Fractal Approach to Characterize Emotions in Audio and Visual Domain: A Study on Cross-Modal Interaction
by Sayan Nag et al

02-11-2021

ABOShips -- An Inshore and Offshore Maritime Vessel Detection Dataset with Precise Annotations
by Bogdan Iancu et al

02-10-2021

Derivative-Free Reinforcement Learning: A Review
by Hong Qian et al

02-11-2021

Sequential Sentence Classification in Research Papers using Cross-Domain Multi-Task Learning
by Arthur Brack et al

02-10-2021

Quality Assurance for AI-based Systems: Overview and Challenges
by Michael Felderer et al

02-09-2021

End-to-End Deep Learning of Lane Detection and Path Prediction for Real-Time Autonomous Driving
by Der-Hau Lee et al

02-11-2021

Adversarial Segmentation Loss for Sketch Colorization
by Samet Hicsonmez et al

02-10-2021

Hyperbolic Generative Adversarial Network
by Diego Lazcano et al

02-10-2021

ZeroScatter: Domain Transfer for Long Distance Imaging and Vision through Scattering Media
by Zheng Shi et al

02-11-2021

Focusing on the Hybrid Quantum Computing -- Tabu Search Algorithm: new results on the Asymmetric Salesman Problem
by Eneko Osaba et al

02-12-2021

Improving Object Detection in Art Images Using Only Style Transfer
by David Kadish et al

02-10-2021

Differentiable Implicit Soft-Body Physics
by Junior Rojas et al

02-10-2021

Sparse-Push: Communication- & Energy-Efficient Decentralized Distributed Learning over Directed & Time-Varying Graphs with non-IID Datasets
by Sai Aparna Aketi et al

02-09-2021

CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation
by Shuai Lu et al

02-10-2021

Frame Difference-Based Temporal Loss for Video Stylization
by Jianjin Xu et al

02-11-2021

Sweeps, polytopes, oriented matroids, and allowable graphs of permutations
by Arnau Padrol et al

02-11-2021

Explainability in CNN Models By Means of Z-Scores
by David Malmgren-Hansen et al

02-10-2021

Reinforcement Learning for Optimized Beam Training in Multi-Hop Terahertz Communications
by Arian Ahmadi et al

02-10-2021

A Topological Approach for Motion Track Discrimination
by Tegan Emerson et al

02-10-2021

Dot-Science Top Level Domain: academic websites or dumpsites?
by Enrique Orduna-Malea

02-12-2021

Efficient Conditional GAN Transfer with Knowledge Propagation across Classes
by Mohamad Shahbazi et al

02-10-2021

An Adaptive Stochastic Sequential Quadratic Programming with Differentiable Exact Augmented Lagrangians
by Sen Na et al

02-09-2021

Proximal Gradient Descent-Ascent: Variable Convergence under K{\L} Geometry
by Ziyi Chen et al

02-11-2021

Hedging of Financial Derivative Contracts via Monte Carlo Tree Search
by Oleg Szehr

02-11-2021

L-SNet: from Region Localization to Scale Invariant Medical Image Segmentation
by Jiahao Xie et al

02-11-2021

Modeling 3D Surface Manifolds with a Locally Conditioned Atlas
by Przemysław Spurek et al

02-10-2021

Fused Acoustic and Text Encoding for Multimodal Bilingual Pretraining and Speech Translation
by Renjie Zheng et al

02-11-2021

On Deep Learning with Label Differential Privacy
by Badih Ghazi et al

02-10-2021

Customizing Contextualized Language Models forLegal Document Reviews
by Shohreh Shaghaghian et al

02-10-2021

Logics of involutive Stone algebras
by Sérgio Marcelino et al

02-09-2021

When does gradient descent with logistic loss interpolate using deep networks with smoothed ReLU activations?
by Niladri S. Chatterji et al

02-10-2021

Elementary equivalence versus isomorphism in semiring semantics
by Erich Grädel et al

02-10-2021

Sparse graph based sketching for fast numerical linear algebra
by Dong Hu et al

02-09-2021

On the Universal Transformation of Data-Driven Models to Control Systems
by Sebastian Peitz et al

02-11-2021

Language Independent Emotion Quantification using Non linear Modelling of Speech
by Uddalok Sarkar et al

02-09-2021

A Provably Convergent Information Bottleneck Solution via ADMM
by Teng-Hui Huang et al

02-09-2021

Fine-Grained Gap-Dependent Bounds for Tabular MDPs via Adaptive Multi-Step Bootstrap
by Haike Xu et al

02-10-2021

Towards Certifying ℓ∞ℓ∞ Robustness using Neural Networks with ℓ∞ℓ∞-dist Neurons
by Bohang Zhang et al

02-10-2021

Finite axiomatizability of logics of distributive lattices with negation
by Sérgio Marcelino et al

02-10-2021

Classification of Long Noncoding RNA Elements Using Deep Convolutional Neural Networks and Siamese Networks
by Brian McClannahan et al

02-12-2021

A Large Batch Optimizer Reality Check: Traditional, Generic Optimizers Suffice Across Batch Sizes
by Zachary Nado et al

02-11-2021

A Compositional Atlas of Tractable Circuit Operations: From Simple Transformations to Complex Information-Theoretic Queries
by Antonio Vergari et al

02-10-2021

Reproducibility Report: La-MAML: Look-ahead Meta Learning for Continual Learning
by Joel Joseph et al

02-12-2021

Optimizing Inference Performance of Transformers on CPUs
by Dave Dice et al

02-10-2021

Addressing the Topological Defects of Disentanglement via Distributed Operators
by Diane Bouchacourt et al

02-10-2021

Differentiable Generative Phonology
by Shijie Wu et al

02-10-2021

Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation
by Jinwei Xing et al

02-10-2021

Refinement of polygonal grids using Convolutional Neural Networks with applications to polygonal Discontinous Galerkin and Virtual Element methods
by P. F. Antonietti et al

02-11-2021

A fast algorithm for solving a three-dimensional inverse multiple frequency problems of scalar acoustics in a cylindrical region
by Anatoly B. Bakushinsky et al

02-10-2021

Causal Inference for Time series Analysis: Problems, Methods and Evaluation
by Raha Moraffah et al

02-11-2021

Proof Artifact Co-training for Theorem Proving with Language Models
by Jesse Michael Han et al

02-09-2021

Policy Augmentation: An Exploration Strategy for Faster Convergence of Deep Reinforcement Learning Algorithms
by Arash Mahyari

02-09-2021

Where is my hand? Deep hand segmentation for visual self-recognition in humanoid robots
by Alexandre Almeida et al

02-09-2021

Generative Models as Distributions of Functions
by Emilien Dupont et al

02-09-2021

A Single-Timescale Stochastic Bilevel Optimization Method
by Tianyi Chen et al

02-09-2021

Telling the What while Pointing the Where: Fine-grained Mouse Trace and Language Supervision for Improved Image Retrieval
by Soravit Changpinyo et al

02-10-2021

Partial transfusion: on the expressive influence of trainable batch norm parameters for transfer learning
by Fahdi Kanavati et al

02-10-2021

Audiovisual Highlight Detection in Videos
by Karel Mundnich et al

02-10-2021

On the Properties of Kullback-Leibler Divergence Between Gaussians
by Yufeng Zhang et al

02-11-2021

A Logic for Conditional Local Strategic Reasoning
by Valentin Goranko et al

02-09-2021

FLOP: Federated Learning on Medical Datasets using Partial Networks
by Qian Yang et al

02-09-2021

Delay-Phase Precoding for Wideband THz Massive MIMO
by Linglong Dai et al

02-10-2021

Scale Normalized Image Pyramids with AutoFocus for Object Detection
by Bharat Singh et al

02-11-2021

Testing Framework for Black-box AI Models
by Aniya Aggarwal et al

02-10-2021

Certificate complexity and symmetry of nested canalizing functions
by Yuan Li et al

02-10-2021

Enhancing Real-World Adversarial Patches with 3D Modeling Techniques
by Yael Mathov et al

02-10-2021

On the Distribution of the Sum of Double-Nakagami-m Random Vectors and Application in Reconfigurable Intelligent Surfaces
by Sotiris A. Tegos et al

02-09-2021

Attention-Based Neural Networks for Chroma Intra Prediction in Video Coding
by Marc Górriz et al

02-12-2021

Uncertainty-of-Information Scheduling: A Restless Multi-armed Bandit Framework
by Gongpu Chen et al

02-11-2021

On Graph Matching Using Generalized Seed Side-Information
by Mahshad Shariatnasab et al

02-09-2021

Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation Learning
by Yu Liu et al

02-11-2021

An End-to-end Model for Entity-level Relation Extraction using Multi-instance Learning
by Markus Eberts et al

02-12-2021

Exactness and Convergence Properties of Some Recent Numerical Quadrature Formulas for Supersingular Integrals of Periodic Functions
by Avram Sidi

02-10-2021

Learning under Distribution Mismatch and Model Misspecification
by Mohammad Saeed Masiha et al

02-11-2021

A Metamodel and Framework for Artificial General Intelligence From Theory to Practice
by Hugo Latapie et al

02-12-2021

End-to-end Audio-visual Speech Recognition with Conformers
by Pingchuan Ma et al

02-09-2021

Dynamic Neural Networks: A Survey
by Yizeng Han et al

02-10-2021

Non-stationary Reinforcement Learning without Prior Knowledge: An Optimal Black-box Approach
by Chen-Yu Wei et al

02-10-2021

Faster Maximum Feasible Subsystem Solutions for Dense Constraint Matrices
by Fereshteh Fakhar Firouzeh et al

02-09-2021

A Note On Determining Projections for Non-Homogeneous Incompressible Fluids
by Benjamin Faktor et al

02-09-2021

Fast and stable deterministic approximation of general symmetric kernel matrices in high dimensions
by Difeng Cai et al

02-11-2021

Generating Coherent and Diverse Slogans with Sequence-to-Sequence Transformer
by Yiping Jin et al

02-11-2021

Artificial Intelligence Advances for De Novo Molecular Structure Modeling in Cryo-EM
by Dong Si et al

02-09-2021

Facial Expression Recognition on a Quantum Computer
by Riccardo Mengoni et al

02-12-2021

Semantically-Conditioned Negative Samples for Efficient Contrastive Learning
by James O' Neill et al

02-09-2021

AttDMM: An Attentive Deep Markov Model for Risk Scoring in Intensive Care Units
by Yilmazcan Özyurt et al

02-12-2021

Potential Singularity Formation of 3D Axisymmetric Navier-Stokes Equations with Degenerate Variable Diffusion Coefficients
by Thomas Y. Hou et al

02-09-2021

CorrDetector: A Framework for Structural Corrosion Detection from Drone Images using Ensemble Deep Learning
by Abdur Rahim Mohammad Forkan et al

02-09-2021

Improving Visual Reasoning by Exploiting The Knowledge in Texts
by Sahand Sharifzadeh et al

02-10-2021

Intelligent Reflecting Surface-assisted MU-MISO Systems with Imperfect Hardware: Channel Estimation, Beamforming Design
by Anastasios Papazafeiropoulos et al

02-10-2021

Reference-based Texture transfer for Single Image Super-resolution of Magnetic Resonance images
by Madhu Mithra K K et al

02-10-2021

Learning to Enhance Visual Quality via Hyperspectral Domain Mapping
by Harsh Sinha et al

02-10-2021

On the Regularity of Attention
by James Vuckovic et al

02-09-2021

MALI: A memory efficient and reverse accurate integrator for Neural ODEs
by Juntang Zhuang et al

02-10-2021

A View of Regularized Approaches for Image Segmentation
by Laura Antonelli et al

02-10-2021

Defense Against Reward Poisoning Attacks in Reinforcement Learning
by Kiarash Banihashem et al

02-09-2021

Downlink Channel Reconstruction for Spatial Multiplexing in Massive MIMO Systems
by Hyeongtaek Lee et al

02-09-2021

Sequential vessel segmentation via deep channel attention network
by Dongdong Hao et al

02-09-2021

Moving Object Classification with a Sub-6 GHz Massive MIMO Array using Real Data
by B. R. Manoj et al

02-09-2021

Input Similarity from the Neural Network Perspective
by Guillaume Charpiat et al

02-09-2021

Coupled Torsional and Transverse Vibration Analysis of Panels Partially Supported by Elastic Beam
by Mostafa Bagheri et al

02-12-2021

Rate-Splitting Multiple Access to Mitigate the Curse of Mobility in (Massive) MIMO Networks
by Onur Dizdar et al

02-09-2021

An underwater binocular stereo matching algorithm based on the best search domain
by Yimin Peng et al

02-10-2021

Application of Yolo on Mask Detection Task
by Ren Liu et al

02-10-2021

An unexpected Boolean connective
by Sérgio Marcelino

02-10-2021

RoBIC: A benchmark suite for assessing classifiers robustness
by Thibault Maho et al

02-11-2021

Near-field Tracking with Large Antenna Arrays: Fundamental Limits and Practical Algorithms
by Anna Guerra et al

02-09-2021

COLOGNE: Coordinated Local Graph Neighborhood Sampling
by Konstantin Kutzkov

02-10-2021

Doctor Imitator: A Graph-based Bone Age Assessment Framework Using Hand Radiographs
by Jintai Chen et al

02-10-2021

Differential Entropy Rate Characterisations of Long Range Dependent Processes
by Andrew Feutrill et al

02-12-2021

Stability and Convergence of Stochastic Gradient Clipping: Beyond Lipschitz Continuity and Smoothness
by Vien V. Mai et al

02-09-2021

Nonlinear Observers Design for Vision-Aided Inertial Navigation Systems
by Miaomiao Wang et al

02-10-2021

Information Extraction From Co-Occurring Similar Entities
by Nicolas Heist et al

02-10-2021

Malware Knowledge Graph Generation
by Sharmishtha Dutta et al

02-11-2021

Deep Reinforcement Learning for Combinatorial Optimization: Covering Salesman Problems
by Kaiwen Li et al

02-09-2021

Stability and Functional Superconvergence of Narrow-Stencil Second-Derivative Generalized Summation-By-Parts Discretizations
by Zelalem Arega Worku et al

02-11-2021

Echo State Networks for Reinforcement Learning
by Allen G. Hart et al

02-10-2021

Divergence-conforming methods for transient doubly-diffusive flows: A priori and a posteriori error analysis
by Raimund Bürger et al

02-10-2021

On the Performance of the Primary and Secondary Links in a 3-D Underlay Cognitive Molecular Communication
by Nithin V. Sabu et al

02-09-2021

Constrained Secrecy Capacity of Partial-Response Wiretap Channels
by Aria Nouri et al

02-11-2021

Higher-order generalized-αα methods for parabolic problems
by Pouria Behnoudfar et al

02-09-2021

Distribution Adaptive INT8 Quantization for Training CNNs
by Kang Zhao et al

02-11-2021

The Benefit of the Doubt: Uncertainty Aware Sensing for Edge Computing Platforms
by Lorena Qendro et al

02-11-2021

Text Compression-aided Transformer Encoding
by Zuchao Li et al

02-12-2021

Depthwise Separable Convolutions Allow for Fast and Memory-Efficient Spectral Normalization
by Christina Runkel et al

02-10-2021

Dysplasia grading of colorectal polyps through CNN analysis of WSI
by Daniele Perlo et al

02-09-2021

Proximal Decoding for LDPC-coded Massive MIMO Channels
by Tadashi Wadayama et al

02-09-2021

Max-Cut via Kuramoto-type Oscillators
by Stefan Steinerberger

02-09-2021

Sparsification via Compressed Sensing for Automatic Speech Recognition
by Kai Zhen et al

02-11-2021

Quadric hypersurface intersection for manifold learning in feature space
by Fedor Pavutnitskiy et al

02-09-2021

Decontextualization: Making Sentences Stand-Alone
by Eunsol Choi et al

02-09-2021

Tr\aumerAI: Dreaming Music with StyleGAN
by Dasaem Jeong et al

02-10-2021

Argmax Flows and Multinomial Diffusion: Towards Non-Autoregressive Language Models
by Emiel Hoogeboom et al

02-10-2021

A Framework of Inertial Alternating Direction Method of Multipliers for Non-Convex Non-Smooth Optimization
by Le Thi Khanh Hien et al

02-09-2021

A study on a feedforward neural network to solve partial differential equations in hyperbolic-transport problems
by Eduardo Abreu et al

02-09-2021

SG2Caps: Revisiting Scene Graphs for Image Captioning
by Subarna Tripathi et al

02-09-2021

Deep Neural Network based Cough Detection using Bed-mounted Accelerometer Measurements
by Madhurananda Pahar et al

02-10-2021

Auctus: A Dataset Search Engine for Data Augmentation
by Fernando Chirigati et al

02-10-2021

Robust estimation of tree structured models
by Marta Casanellas et al

02-09-2021

Sub-seasonal forecasting with a large ensemble of deep-learning weather prediction models
by Jonathan A. Weyn et al

02-12-2021

PVTSI\boldmath(m)\boldmath(m): A Novel Approach to Computation of Hadamard Finite Parts of Nonperiodic Singular Integrals
by Avram Sidi

02-12-2021

Universal Adversarial Perturbations Through the Lens of Deep Steganography: Towards A Fourier Perspective
by Chaoning Zhang et al

02-10-2021

Energy-Harvesting Distributed Machine Learning
by Basak Guler et al

02-09-2021

Artificial Intelligence based Autonomous Molecular Design for Medical Therapeutic: A Perspective
by Rajendra P. Joshi et al

02-12-2021

A Too-Good-to-be-True Prior to Reduce Shortcut Reliance
by Nikolay Dagaev et al

02-09-2021

The Exact Rate Memory Tradeoff for Small Caches with Coded Placement
by Vijith Kumar K P et al

02-11-2021

Feature Selection for Multivariate Time Series via Network Pruning
by Kang Gu et al

02-10-2021

Novel Techniques to Assess Predictive Systems and Reduce Their Alarm Burden
by Jonathan A. Handler et al

02-10-2021

Real-Time Likelihood-free Inference of Roman Binary Microlensing Events with Amortized Neural Posterior Estimation
by Keming Zhang et al

02-09-2021

Optimal SIC Ordering and Power Allocation in Downlink Multi-Cell NOMA Systems
by Sepehr Rezvani et al

02-09-2021

A linear input dependence model for interdependent networks
by Hemanshu Kaul et al

02-09-2021

Driver2vec: Driver Identification from Automotive Data
by Jingbo Yang et al

02-10-2021

Data-Driven MPC for Quadrotors
by Guillem Torrente et al

02-10-2021

Impact of Bit Allocation Strategies on Machine Learning Performance in Rate Limited Systems
by Afsaneh Gharouni et al

02-11-2021

Causal Discovery of a River Network from its Extremes
by Ngoc Mai Tran et al

02-12-2021

Unified Compact Numerical Quadrature Formulas for Hadamard Finite Parts of Singular Integrals of Periodic Functions
by Avram Sidi

02-10-2021

An Algebra of Properties of Binary Relations
by Jochen Burghardt

02-10-2021

Personalization for Web-based Services using Offline Reinforcement Learning
by Pavlos Athanasios Apostolopoulos et al

02-10-2021

Enhancing efficiency of object recognition in different categorization levels by reinforcement learning in modular spiking neural networks
by Fatemeh Sharifizadeh et al

02-09-2021

Deep learning architectural designs for super-resolution of noisy images
by Angel Villar-Corrales et al

02-09-2021

Robust Motion In-betweening
by Félix G. Harvey et al

02-09-2021

Structured Diversification Emergence via Reinforced Organization Control and Hierarchical Consensus Learning
by Wenhao Li et al

02-09-2021

Negative Data Augmentation
by Abhishek Sinha et al

02-10-2021

Sequential change-point detection for mutually exciting point processes over networks
by Haoyun Wang et al

02-12-2021

Min-Max-Plus Neural Networks
by Ye Luo et al

02-09-2021

Visual Search at Alibaba
by Yanhao Zhang et al

02-10-2021

Slicing the hypercube is not easy
by Gal Yehuda et al

02-09-2021

Structure vs. Randomness for Bilinear Maps
by Alex Cohen et al

02-11-2021

Robust Generalization and Safe Query-Specialization in Counterfactual Learning to Rank
by Harrie Oosterhuis et al

02-10-2021

Robustness in Compressed Neural Networks for Object Detection
by Sebastian Cygert et al

02-11-2021

Using Machine Intelligence to Prioritise Code Review Requests
by Nishrith Saini et al

02-10-2021

Risk-Averse Bayes-Adaptive Reinforcement Learning
by Marc Rigter et al

02-11-2021

Polynomial Approximations of Conditional Expectations in Scalar Gaussian Channels
by Wael Alghamdi et al

02-11-2021

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Automated Video Labelling: Identifying Faces by Corroborative Evidence
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Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search
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A fast and scalable computational framework for goal-oriented linear Bayesian optimal experimental design: Application to optimal sensor placement
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Rate-Splitting Multiple Access for Multigateway Multibeam Satellite Systems with Feeder Link Interference
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OTFS Signaling for Uplink NOMA of Heterogeneous Mobility Users
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Searching for Alignment in Face Recognition
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SLS (Single ℓ1ℓ1 Selection): a new greedy algorithm with an ℓ1ℓ1-norm selection rule
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Confounding Tradeoffs for Neural Network Quantization
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Personalized Visualization Recommendation
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Whats in the box?!: Deflecting Adversarial Attacks by Randomly Deploying Adversarially-Disjoint Models
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Massive MIMO under Double Scattering Channels: Power Minimization and Congestion Controls
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Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-Tuning
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Sequence-based Machine Learning Models in Jet Physics
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02-09-2021

Learning Multi-Modal Volumetric Prostate Registration with Weak Inter-Subject Spatial Correspondence
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Classification of Handwritten Names of Cities and Handwritten Text Recognition using Various Deep Learning Models
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Tackling Virtual and Real Concept Drifts: An Adaptive Gaussian Mixture Model
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Information Prediction using Knowledge Graphs for Contextual Malware Threat Intelligence
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Nonlocal metasurfaces for spectrally decoupled wavefront manipulation and eye tracking
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Modeling the Interaction between Agents in Cooperative Multi-Agent Reinforcement Learning
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Ensembling object detectors for image and video data analysis
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BoMb-OT: On Batch of Mini-batches Optimal Transport
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Variational Bayesian Sequence-to-Sequence Networks for Memory-Efficient Sign Language Translation
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b/Surf: Interactive B\ezier Splines on Surfaces
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Robust Policy Gradient against Strong Data Corruption
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Regression Oracles and Exploration Strategies for Short-Horizon Multi-Armed Bandits
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Breaking the Quadratic Barrier for Matroid Intersection
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Residue Density Segmentation for Monitoring and Optimizing Tillage Practices
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Voice Cloning: a Multi-Speaker Text-to-Speech Synthesis Approach based on Transfer Learning
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Learning Unsupervised Cross-domain Image-to-Image Translation Using a Shared Discriminator
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Differential Privacy for Binary Functions via Randomized Graph Colorings
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Interpreting a concurrent λλ-calculus in differential proof nets (extended version)
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Regional Attention with Architecture-Rebuilt 3D Network for RGB-D Gesture Recognition
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Searching for Fast Model Families on Datacenter Accelerators
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Annotation Cleaning for the MSR-Video to Text Dataset
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Applying GMRES to the Helmholtz equation with strong trapping: how does the number of iterations depend on the frequency?
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BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction
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02-09-2021

Solving time-fractional differential equation via rational approximation
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Rethinking Eye-blink: Assessing Task Difficulty through Physiological Representation of Spontaneous Blinking
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02-12-2021

A space-time discretization of a nonlinear peridynamic model on a 2D lamina
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DARE-SLAM: Degeneracy-Aware and Resilient Loop Closing in Perceptually-Degraded Environments
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Differential Privacy Dynamics of Langevin Diffusion and Noisy Gradient Descent
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The human-AI relationship in decision-making: AI explanation to support people on justifying their decisions
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District-Fair Participatory Budgeting
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A Real-World Demonstration of Machine Learning Generalizability: Intracranial Hemorrhage Detection on Head CT
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Numerical analysis of a new formulation for the Oseen equations in terms of vorticity and Bernoulli pressure
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Multiversal views on language models
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Sufficiently Accurate Model Learning for Planning
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Large-Scale Visual Search with Binary Distributed Graph at Alibaba
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Clusterability as an Alternative to Anchor Points When Learning with Noisy Labels
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A Similarity-preserving Neural Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit
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Demarcating Endogenous and Exogenous Opinion Dynamics: An Experimental Design Approach
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02-10-2021

On the Existence of Optimal Transport Gradient for Learning Generative Models
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02-09-2021

Local and Global Uniform Convexity Conditions
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02-09-2021

BembaSpeech: A Speech Recognition Corpus for the Bemba Language
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02-11-2021

A Subcell Finite Volume Positivity-Preserving Limiter for DGSEM Discretizations of the Euler Equations
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Polarimetric Monocular Dense Mapping Using Relative Deep Depth Prior
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Mars Image Content Classification: Three Years of NASA Deployment and Recent Advances
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Locally Free Weight Sharing for Network Width Search
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02-10-2021

A Generic Object Re-identification System for Short Videos
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Predictive Factors of Kinematics in Traumatic Brain Injury from Head Impacts Based on Statistical Interpretation
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02-11-2021

Personalized Embedding-based e-Commerce Recommendations at eBay
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Fashion Focus: Multi-modal Retrieval System for Video Commodity Localization in E-commerce
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02-09-2021

Principal components variable importance reconstruction (PC-VIR): Exploring predictive importance in multicollinear acoustic speech data
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Bayesian Uncertainty Estimation of Learned Variational MRI Reconstruction
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Quasi-Global Momentum: Accelerating Decentralized Deep Learning on Heterogeneous Data
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02-09-2021

Constant Approximating k-Clique is W[1]-hard
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02-09-2021

Velocity-vorticity-pressure formulation for the Oseen problem with variable viscosity
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Defuse: Harnessing Unrestricted Adversarial Examples for Debugging Models Beyond Test Accuracy
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Language Models for Lexical Inference in Context
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02-10-2021

SCA-Net: A Self-Correcting Two-Layer Autoencoder for Hyper-spectral Unmixing
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02-11-2021

Mixed State Entanglement Classification using Artificial Neural Networks
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Multi-turn Dialogue Reading Comprehension with Pivot Turns and Knowledge
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Rational points on cubic surfaces and AG codes from the Norm-Trace curve
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Meta-Thompson Sampling
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Multi-source Pseudo-label Learning of Semantic Segmentation for the Scene Recognition of Agricultural Mobile Robots
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Security and Privacy for Artificial Intelligence: Opportunities and Challenges
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Finding the Stochastic Shortest Path with Low Regret: The Adversarial Cost and Unknown Transition Case
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Neural Inverse Text Normalization
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02-09-2021

Benchmarks, Algorithms, and Metrics for Hierarchical Disentanglement
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02-10-2021

Lenient Regret and Good-Action Identification in Gaussian Process Bandits
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02-09-2021

LIFT-CAM: Towards Better Explanations for Class Activation Mapping
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02-09-2021

A Numerical-Analytical Method for Constructing Periodic Solutions of the Lorenz System
by Alexander N. Pchelintsev

02-11-2021

A formal proof of modal completeness for provability logic
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02-09-2021

Large-Scale Training System for 100-Million Classification at Alibaba
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02-12-2021

Reviving Iterative Training with Mask Guidance for Interactive Segmentation
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02-12-2021

Disturbing Reinforcement Learning Agents with Corrupted Rewards
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02-12-2021

On the Application of BAC-NOMA to 6G umMTC
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02-12-2021

PAC-BUS: Meta-Learning Bounds via PAC-Bayes and Uniform Stability
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02-11-2021

Performance of nonconforming spectral element method for Stokes problems
by N. Kishore Kumar et al

02-09-2021

SensPick: Sense Picking for Word Sense Disambiguation
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02-09-2021

Simple Agent, Complex Environment: Efficient Reinforcement Learning with Agent State
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02-11-2021

COVID-19 detection from scarce chest x-ray image data using deep learning
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02-11-2021

Straggler-Resilient Distributed Machine Learning with Dynamic Backup Workers
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02-09-2021

Detecting Localized Adversarial Examples: A Generic Approach using Critical Region Analysis
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02-12-2021

Deep Reinforcement Learning for Backup Strategies against Adversaries
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02-10-2021

Learning Equational Theorem Proving
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02-09-2021

On Theory-training Neural Networks to Infer the Solution of Highly Coupled Differential Equations
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02-11-2021

DirectDebug: Automated Testing and Debugging of Feature Models
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02-12-2021

Well-posedness theory for nonlinear scalar conservation laws on networks
by Ulrik Skre Fjordholm et al

02-12-2021

Robust White Matter Hyperintensity Segmentation on Unseen Domain
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02-10-2021

A Survey on Industrial Control System Testbeds and Datasets for Security Research
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02-12-2021

Adversarial Branch Architecture Search for Unsupervised Domain Adaptation
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02-09-2021

Encoding and Decoding Construction D Lattices for Power-Constrained Communications
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02-12-2021

Uncertainty-Aware Semi-supervised Method using Large Unlabelled and Limited Labeled COVID-19 Data
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02-09-2021

Train your classifier first: Cascade Neural Networks Training from upper layers to lower layers
by Shucong Zhang et al

02-10-2021

Simple and Near-Optimal MAP Inference for Nonsymmetric DPPs
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02-12-2021

Multi-access Coded Caching Scheme with Linear Sub-packetization using PDAs
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02-11-2021

Dancing along Battery: Enabling Transformer with Run-time Reconfigurability on Mobile Devices
by Yuhong Song et al

02-10-2021

NUVA: A Naming Utterance Verifier for Aphasia Treatment
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02-09-2021

RODNet: A Real-Time Radar Object Detection Network Cross-Supervised by Camera-Radar Fused Object 3D Localization
by Yizhou Wang et al

02-10-2021

Towards Tangible Cultural Heritage Experiences -- Enriching VR-Based Object Inspection with Haptic Feedback
by Stefan Krumpen et al

02-09-2021

Deep Multilabel CNN for Forensic Footwear Impression Descriptor Identification
by Marcin Budka et al

02-09-2021

Reinforcement Learning For Constraint Satisfaction Game Agents (15-Puzzle, Minesweeper, 2048, and Sudoku)
by Anav Mehta

02-12-2021

A Parameterised Quantum Circuit Approach to Point Set Matching
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02-12-2021

Bias-Free Scalable Gaussian Processes via Randomized Truncations
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02-11-2021

Multi-Task Reinforcement Learning with Context-based Representations
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02-12-2021

An approximation method for electromagnetic wave models based on fractional partial derivative
by Vijay Kumar Patel

02-12-2021

Modeling Dynamic User Interests: A Neural Matrix Factorization Approach
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02-10-2021

Anomaly Detection through Transfer Learning in Agriculture and Manufacturing IoT Systems
by Mustafa Abdallah et al

02-12-2021

Complete Power Reallocation for MU-MIMO under Per-Antenna Power Constraint
by Sucheol Kim et al

02-09-2021

Automatic variational inference with cascading flows
by Luca Ambrogioni et al

02-09-2021

Training Federated GANs with Theoretical Guarantees: A Universal Aggregation Approach
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02-10-2021

Online Deterministic Annealing for Classification and Clustering
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02-12-2021

Predicting and Attending to Damaging Collisions for Placing Everyday Objects in Photo-Realistic Simulations
by Aly Magassouba et al

02-11-2021

Fairness Through Regularization for Learning to Rank
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02-12-2021

Destination similarity based on implicit user interest
by Hongliu Cao et al

02-12-2021

Jacobian Determinant of Normalizing Flows
by Huadong Liao et al

02-09-2021

Large Scale Long-tailed Product Recognition System at Alibaba
by Xiangzeng Zhou et al

02-09-2021

Diverse Single Image Generation with Controllable Global Structure though Self-Attention
by Sutharsan Mahendren et al

02-10-2021

Meta Federated Learning
by Omid Aramoon et al

02-09-2021

Learning How to Search: Generating Effective Test Cases Through Adaptive Fitness Function Selection
by Hussein Almulla et al

02-10-2021

Enterprise-Driven Open Source Software: A Case Study on Security Automation
by Florian Angermeir et al

02-10-2021

On Disentanglement in Gaussian Process Variational Autoencoders
by Simon Bing et al

02-11-2021

A High Speed Integrated Quantum Random Number Generator with on-Chip Real-Time Randomness Extraction
by Francesco Regazzoni et al

02-12-2021

Enhancing into the codec: Noise Robust Speech Coding with Vector-Quantized Autoencoders
by Jonah Casebeer et al

02-12-2021

Online Graph Dictionary Learning
by Cédric Vincent-Cuaz et al

02-11-2021

Universal Algebra in UniMath
by Gianluca Amato et al

02-11-2021

A Continuized View on Nesterov Acceleration
by Raphaël Berthier et al

02-10-2021

Conditional Versus Adversarial Euler-based Generators For Time Series
by Carl Remlinger et al

02-12-2021

A Non-Intrusive Machine Learning Solution for Malware Detection and Data Theft Classification in Smartphones
by Sai Vishwanath Venkatesh et al

02-09-2021

Clinical BCI Challenge-WCCI2020: RIGOLETTO -- RIemannian GeOmetry LEarning, applicaTion To cOnnectivity
by Marie-Constance Corsi et al

02-12-2021

Pareto Optimal Model Selection in Linear Bandits
by Yinglun Zhu et al

02-12-2021

Neural Architecture Search as Program Transformation Exploration
by Jack Turner et al

02-09-2021

Consensus Based Multi-Layer Perceptrons for Edge Computing
by Haimonti Dutta et al

02-09-2021

Multi-Agent Coordination in Adversarial Environments through Signal Mediated Strategies
by Federico Cacciamani et al

02-12-2021

Sequential Neural Posterior and Likelihood Approximation
by Samuel Wiqvist et al

02-12-2021

Transformer Language Models with LSTM-based Cross-utterance Information Representation
by G. Sun et al

02-11-2021

Learning local regularization for variational image restoration
by Jean Prost et al

02-09-2021

Classification of Imbalanced Credit scoring data sets Based on Ensemble Method with the Weighted-Hybrid-Sampling
by Xiaofan Liua et al

02-12-2021

A Critical Look At The Identifiability of Causal Effects with Deep Latent Variable Models
by Severi Rissanen et al

02-10-2021

DANTE: Predicting Insider Threat using LSTM on system logs
by Nidhi Rastogi et al

02-09-2021

rl_reach: Reproducible Reinforcement Learning Experiments for Robotic Reaching Tasks
by Pierre Aumjaud et al

02-11-2021

ReRankMatch: Semi-Supervised Learning with Semantics-Oriented Similarity Representation
by Trung Quang Tran et al

02-11-2021

Stragglers Are Not Disaster: A Hybrid Federated Learning Algorithm with Delayed Gradients
by Xingyu Li et al

02-11-2021

On Automatic Parsing of Log Records
by Jared Rand et al

02-09-2021

Meta-Learning for Koopman Spectral Analysis with Short Time-series
by Tomoharu Iwata et al

02-10-2021

Risk-Averse Offline Reinforcement Learning
by Núria Armengol Urpí et al

02-10-2021

GuiltyWalker: Distance to illicit nodes in the Bitcoin network
by Catarina Oliveira et al

02-11-2021

OpinionRank: Extracting Ground Truth Labels from Unreliable Expert Opinions with Graph-Based Spectral Ranking
by Glenn Dawson et al

02-11-2021

What does LIME really see in images?
by Damien Garreau et al

02-09-2021

kk-Anonymity in Practice: How Generalisation and Suppression Affect Machine Learning Classifiers
by Djordje Slijepčević et al

02-09-2021

Lower Bounds on the Integraliy Ratio of the Subtour LP for the Traveling Salesman Problem
by Xianghui Zhong

02-10-2021

Forecasting Nonnegative Time Series via Sliding Mask Method (SMM) and Latent Clustered Forecast (LCF)
by Yohann de Castro et al

02-10-2021

Improved Algorithms for Efficient Active Learning Halfspaces with Massart and Tsybakov noise
by Chicheng Zhang et al

02-10-2021

Controlled Experimentation in Continuous Experimentation: Knowledge and Challenges
by Florian Auer et al

02-12-2021

A Decentralized Approach Towards Responsible AI in Social Ecosystems
by Wenjing Chu

02-09-2021

Recursive Backdoors for SAT
by Nikolas Mählmann et al

02-09-2021

Conversational Query Rewriting with Self-supervised Learning
by Hang Liu et al

02-10-2021

Dompteur: Taming Audio Adversarial Examples
by Thorsten Eisenhofer et al

02-09-2021

Dynamic Mode Decomposition of inertial particle caustics in Taylor-Green flow
by Omstavan Samant et al

02-10-2021

Improving Model-Based Reinforcement Learning with Internal State Representations through Self-Supervision
by Julien Scholz et al

02-10-2021

Enabling multi-programming mechanism for quantum computing in the NISQ era
by Siyuan Niu et al

02-11-2021

Searching for Designs in-between
by Camilo Cruz Gambardella et al

02-09-2021

Pairwise Weights for Temporal Credit Assignment
by Zeyu Zheng et al

02-11-2021

Approximation Algorithms for Generalized Multidimensional Knapsack
by Arindam Khan et al

02-10-2021

Adversarial Robustness: What fools you makes you stronger
by Grzegorz Głuch et al

02-09-2021

Approximately counting independent sets of a given size in bounded-degree graphs
by Ewan Davies et al

02-12-2021

End-to-End Intelligent Framework for Rockfall Detection
by Thanasis Zoumpekas et al

02-12-2021

Contrastive Unsupervised Learning for Speech Emotion Recognition
by Mao Li et al

02-10-2021

Development of Crop Yield Estimation Model using Soil and Environmental Parameters
by Nisar Ahmed et al

02-09-2021

Fast discovery of multidimensional subsequences for robust trajectory classification
by Tarlis Portela et al

02-09-2021

Learning a powerful SVM using piece-wise linear loss functions
by Pritam Anand

02-12-2021

A Little Pretraining Goes a Long Way: A Case Study on Dependency Parsing Task for Low-resource Morphologically Rich Languages
by Jivnesh Sandhan et al

02-11-2021

VIODE: A Simulated Dataset to Address the Challenges of Visual-Inertial Odometry in Dynamic Environments
by Koji Minoda et al

02-09-2021

Exact Algorithms for Scheduling Problems on Parallel Identical Machines with Conflict Jobs
by Minh Hoàng Hà et al

02-09-2021

Attentive Gaussian processes for probabilistic time-series generation
by Kuilin Chen et al

02-09-2021

Point Cloud Transformers applied to Collider Physics
by Vinicius Mikuni et al

02-10-2021

SN4KE: Practical Mutation Testing at Binary Level
by Mohsen Ahmadi et al

02-09-2021

Spherical Message Passing for 3D Graph Networks
by Yi Liu et al

02-09-2021

Robust Bandit Learning with Imperfect Context
by Jianyi Yang et al

02-12-2021

Bootstrapping Large-Scale Fine-Grained Contextual Advertising Classifier from Wikipedia
by Yiping Jin et al

02-11-2021

Algorithms, Reductions and Equivalences for Small Weight Variants of All-Pairs Shortest Paths
by Timothy M. Chan et al

02-10-2021

A firefly algorithm for power management in wireless sensor networks (WSNs)
by Hossein Pakdel et al

02-10-2021

Last Query Transformer RNN for knowledge tracing
by SeungKee Jeon

02-12-2021

Supervised training of spiking neural networks for robust deployment on mixed-signal neuromorphic processors
by Julian Büchel et al

02-09-2021

Provable Defense Against Delusive Poisoning
by Lue Tao et al

02-10-2021

Hitting Sets and Reconstruction for Dense Orbits in VPeVPe and ΣΠΣΣΠΣ Circuits
by Dori Medini et al

02-12-2021

Two Sides of the Same Coin: Heterophily and Oversmoothing in Graph Convolutional Neural Networks
by Yujun Yan et al

02-12-2021

The Symmetry between Bandits and Knapsacks: A Primal-Dual LP-based Approach
by Xiaocheng Li et al

02-09-2021

Graph-Aided Online Multi-Kernel Learning
by Pouya M Ghari et al

02-09-2021

Estimation and Applications of Quantiles in Deep Binary Classification
by Anuj Tambwekar et al

02-12-2021

Broad-UNet: Multi-scale feature learning for nowcasting tasks
by Jesus Garcia Fernandez et al

02-11-2021

Securing RPL using Network Coding: The Chained Secure Mode (CSM)
by Ahmed Raoof et al

02-09-2021

Adversarially Robust Classifier with Covariate Shift Adaptation
by Jay Nandy et al

02-10-2021

Integrating Cardinality Constraints into Constraint Logic Programming with Sets
by Maximiliano Cristiá et al

02-09-2021

Label Smoothed Embedding Hypothesis for Out-of-Distribution Detection
by Dara Bahri et al

02-11-2021

A Geometric Nonlinear Stochastic Filter for Simultaneous Localization and Mapping
by Hashim A. Hashim

02-12-2021

Leveraging Benchmarking Data for Informed One-Shot Dynamic Algorithm Selection
by Furong Ye et al

02-12-2021

Adaptive Sampling for Fast Constrained Maximization of Submodular Function
by Francesco Quinzan et al

02-12-2021

Multiplex Bipartite Network Embedding using Dual Hypergraph Convolutional Networks
by Hansheng Xue et al

02-09-2021

Adversarial Perturbations Are Not So Weird: Entanglement of Robust and Non-Robust Features in Neural Network Classifiers
by Jacob M. Springer et al

02-10-2021

Learning Interaction-Aware Trajectory Predictions for Decentralized Multi-Robot Motion Planning in Dynamic Environments
by Hai Zhu et al

02-10-2021

ParmoSense: A Scenario-based Participatory Mobile Urban Sensing Platform with User Motivation Engine
by Yuki Matsuda et al

02-11-2021

Predicting Clinical Deterioration in Hospitals
by Laleh Jalali et al

02-11-2021

Theoretical and Experimental Perspectives of Quantum Verification
by Jose Carrasco et al

02-09-2021

Trustless, privacy-preserving blockchain bridges
by Drew Stone

02-11-2021

Continuum: Simple Management of Complex Continual Learning Scenarios
by Arthur Douillard et al

02-12-2021

Mind the beat: detecting audio onsets from EEG recordings of music listening
by Ashvala Vinay et al

02-11-2021

No-Regret Algorithms for Time-Varying Bayesian Optimization
by Xingyu Zhou et al

02-11-2021

On Agnostic PAC Learning using L2L2-polynomial Regression and Fourier-based Algorithms
by Mohsen Heidari et al

02-11-2021

Selecting Treatment Effects Models for Domain Adaptation Using Causal Knowledge
by Trent Kyono et al

02-11-2021

Unsupervised Extractive Summarization using Pointwise Mutual Information
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02-10-2021

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Sample-Optimal PAC Learning of Halfspaces with Malicious Noise
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Updatable Materialization of Approximate Constraints
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Fair Robust Assignment using Redundancy
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Independent Vector Extraction for Joint Blind Source Separation and Dereverberation
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Optimal Static Mutation Strength Distributions for the (1+λ)(1+λ) Evolutionary Algorithm on OneMax
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Using Deep LSD to build operators in GANs latent space with meaning in real space
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Heuristic Strategies for Solving Complex Interacting Stockpile Blending Problem with Chance Constraints
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SQLRepair: Identifying and Repairing Mistakes in Student-Authored SQL Queries
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The Use and Misuse of Counterfactuals in Ethical Machine Learning
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Towards DeepSentinel: An extensible corpus of labelled Sentinel-1 and -2 imagery and a general-purpose sensor-fusion semantic embedding model
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Belief Space Planning for Mobile Robots with Range Sensors using iLQG
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ELSKE: Efficient Large-Scale Keyphrase Extraction
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A positivity-preserving high-order weighted compact nonlinear scheme for compressible gas-liquid flows
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Unsupervised Ground Metric Learning using Wasserstein Eigenvectors
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A First Look at COVID-19 Domain Names: Origin and Implications
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Dynamic ββ-VAEs for quantifying biodiversity by clustering optically recorded insect signals
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Statistical Inference for Polyak-Ruppert Averaged Zeroth-order Stochastic Gradient Algorithm
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Silentium! Run-Analyse-Eradicate the Noise out of the DB/OS Stack
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Embracing Domain Differences in Fake News: Cross-domain Fake News Detection using Multi-modal Data
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To Reuse or Not To Reuse? A Framework and System for Evaluating Summarized Knowledge
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Amplitude Demodulation of Wideband Signals
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02-10-2021

An Ensemble Deep Convolutional Neural Network Model for Electricity Theft Detection in Smart Grids
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Advanced Ore Mine Optimisation under Uncertainty Using Evolution
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RobOT: Robustness-Oriented Testing for Deep Learning Systems
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Once is Never Enough: Foundations for Sound Statistical Inference in Tor Network Experimentation
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An Investigation of End-to-End Models for Robust Speech Recognition
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Why Dont Developers Detect Improper Input Validation?; DROP TABLE Papers; --
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SteaLTE: Private 5G Cellular Connectivity as a Service with Full-stack Wireless Steganography
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CENTRIS: A Precise and Scalable Approach for Identifying Modified Open-Source Software Reuse
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Intelligent Software Web Agents: A Gap Analysis
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02-11-2021

BlockHammer: Preventing RowHammer at Low Cost by Blacklisting Rapidly-Accessed DRAM Rows
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Origami spring-inspired shape morphing for flexible robotics
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An Interactive Proof of Termination for a Concurrent λλ-calculus with References and Explicit Substitutions
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Nonstochastic Bandits with Infinitely Many Experts
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Scheduling the NASA Deep Space Network with Deep Reinforcement Learning
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Qualifying Software Engineers Undergraduates in DevOps -- Challenges of Introducing Technical and Non-technical Concepts in a Project-oriented Course
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Towards Feature-Based Performance Regression Using Trajectory Data
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The Diversity of Gamification Evaluation in the Software Engineering Education and Industry: Trends, Comparisons and Gaps
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Domain Invariant Representation Learning with Domain Density Transformations
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NOELLE Offers Empowering LLVM Extensions
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I Know What You Imported Last Summer: A study of security threats in thePython ecosystem
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Uncertainty Quantification and Propagation for Airline Disruption Management
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Hallmarks of Human-Machine Collaboration: A framework for assessment in the DARPA Communicating with Computers Program
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DeepPseudo: Deep Pseudo-code Generation via Transformer and Code Feature Extraction
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Pruning of Convolutional Neural Networks Using Ising Energy Model
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Generating cryptographically-strong random lattice bases and recognizing rotations of ZnZn
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Joint Design of Transmit Waveforms and Receive Filters for MIMO Radar via Manifold Optimization
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02-11-2021

An electric vehicle charging station access equilibrium model with M/D/C queueing
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02-09-2021

Structure-preserving Model Reduction of Parametric Power Networks
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Sound Event Detection Based on Curriculum Learning Considering Learning Difficulty of Events
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Amidst Uncertainty -- or Not? Decision-Making in Early-Stage Software Startups
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When no news is bad news -- Detection of negative events from news media content
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Leveraging Artificial Intelligence to Analyze Citizens Opinions on Urban Green Space
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A Tale of Two Countries: A Longitudinal Cross-Country Study of Mobile Users Reactions to the COVID-19 Pandemic Through the Lens of App Popularity
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Comparison of Machine Learning Classifiers to Predict Patient Survival and Genetics of GBM: Towards a Standardized Model for Clinical Implementation
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A High-Performance Sparse Tensor Algebra Compiler in Multi-Level IR
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Strong Call by Value is Reasonable for Time
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Empirical Analysis on Productivity Prediction and Locality for Use Case Points Method
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Recognizability of languages via deterministic finite automata with values on a monoid: General Myhill-Nerode Theorem
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Higher Order Generalization Error for First Order Discretization of Langevin Diffusion
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Learning Gaussian-Bernoulli RBMs using Difference of Convex Functions Optimization
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Sampling Subgraph Network with Application to Graph Classification
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02-10-2021

Interrupting Real-Time IoT Tasks: How Bad Can It Be to Connect Your Critical Embedded System to the Internet?
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Analysing the Requirements for an Open Research Knowledge Graph: Use Cases, Quality Requirements and Construction Strategies
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NumaPerf: Predictive and Full NUMA Profiling
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02-09-2021

Refactoring Practices in the Context of Modern Code Review: An Industrial Case Study at Xerox
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Bounded Memory Active Learning through Enriched Queries
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02-12-2021

A taxonomy for quality in simulation-based development and testing of automated driving systems
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QFL: Data-Driven Feedback Loop to Manage Quality in Agile Development
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Work-Optimal Parallel Minimum Cuts for Non-Sparse Graphs
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A Cognitive and Machine Learning-Based Software Development Paradigm Supported by Context
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Large Scale Distributed Collaborative Unlabeled Motion Planning with Graph Policy Gradients
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Reaction or Speculation: Building Computational Support for Users in Catching-Up Series Based on an Emerging Media Consumption Phenomenon
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02-12-2021

Proof complexity of positive branching programs
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02-09-2021

FedGNN: Federated Graph Neural Network for Privacy-Preserving Recommendation
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02-11-2021

Joint Dereverberation and Separation with Iterative Source Steering
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02-12-2021

SceneRec: Scene-Based Graph Neural Networks for Recommender Systems
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02-09-2021

Using Structural and Semantic Information to Identify Software Components
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02-12-2021

Leveraging Artificial Intelligence to Analyze the COVID-19 Distribution Pattern based on Socio-economic Determinants
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02-12-2021

Responsibility and verification: Importance value in temporal logics
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02-12-2021

Barriers for recent methods in geodesic optimization
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FeedRec: News Feed Recommendation with Various User Feedbacks
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02-12-2021

Algebraic cocompleteness and finitary functors
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02-12-2021

Two Elements of Pair Programming Skill
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02-10-2021

Is Secure Coding Education in the Industry Needed? An Investigation Through a Large Scale Survey
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CyberSecurity Challenges for Software Developer Awareness Training in Industrial Environments
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02-09-2021

Orbital Stabilization of Point-to-Point Maneuvers in Underactuated Mechanical Systems
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02-12-2021

How do climate change skeptics engage with opposing views? Understanding mechanisms of social identity and cognitive dissonance in an online forum
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Millimeter Wave MIMO based Depth Maps for Wireless Virtual and Augmented Reality
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Enhancing Audio Augmentation Methods with Consistency Learning
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02-12-2021

Fast Fault Detection on a Quadrotor using Onboard Sensors and a Kalman Filter Approach
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02-11-2021

Understanding the attitudes, knowledge sharing behaviors and task performance of core developers: A longitudinal study
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Relating IS Developers Attitudes to Engagement
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02-11-2021

Full waveform inversion using extended and simultaneous sources
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Interview Hoarding
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02-09-2021

Regularization Strategies for Quantile Regression
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02-11-2021

End-to-End Delay Guaranteed SFC Deployment: A Multi-level Mapping Approach
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02-12-2021

Safety of Flow Decompositions in DAGs
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02-12-2021

Speculating Ineffective UI Exploration via Trace Analysis
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02-10-2021

On FGLM Algorithms with Tate Algebras
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02-11-2021

Chiron: Optimizing Fault Tolerance in QoS-aware Distributed Stream Processing Jobs
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02-10-2021

Iterative and Scenario-based Requirements Specification in a System of Systems Context
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02-09-2021

CNN Application in Detection of Privileged Documents in Legal Document Review
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Talking After Lights Out: An Ad Hoc Network for Electric Grid Recovery
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02-11-2021

Terminating grid exploration with myopic luminous robots
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02-11-2021

Does Culture Matter? Impact of Individualism and Uncertainty Avoidance on App Reviews
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02-12-2021

White-Box Performance-Influence Models: A Profiling and Learning Approach
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02-11-2021

An Inquisitive Code Editor for Addressing Novice Programmers Misconceptions of Program Behavior
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02-11-2021

Effectively Testing System Configurations of Critical IoT Analytics Pipelines
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02-10-2021

Temporal Parallelization of Inference in Hidden Markov Models
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02-12-2021

Complete Bidirectional Typing for the Calculus of Inductive Constructions
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02-11-2021

Business Model Canvas Should Pay More Attention to the Software Startup Team
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02-09-2021

Toward Safe and Efficient Human-Robot Interaction via Behavior-Driven Danger Signaling
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02-09-2021

DHLink: A Microservice Platform supporting Rapid Application Development and Secure Real-time Data Sharing in Digital Health
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02-10-2021

Energy-Aware Adaptive Offloading of Soft Real-Time Jobs in Mobile Edge Clouds
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02-11-2021

Development of a Fully-Coupled Harmonic Balance Method and a Refined Energy Method for the Computation of Flutter-Induced Limit Cycle Oscillations of Bladed Disks with Nonlinear Friction Contacts
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02-11-2021

Optimization Issues in KL-Constrained Approximate Policy Iteration
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02-11-2021

Robotic Tool Tracking under Partially Visible Kinematic Chain: A Unified Approach
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02-12-2021

Improved LP-based Approximation Algorithms for Facility Location with Hard Capacities
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02-12-2021

TerraWatt: Sustaining Sustainable Computing of Containers in Containers
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02-10-2021

Common Information Belief based Dynamic Programs for Stochastic Zero-sum Games with Competing Teams
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The Impact of Looking Further Ahead: A Comparison of Two Data-driven Unsolicited Hint Types on Performance in an Intelligent Data-driven Logic Tutor
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02-11-2021

Validation Obligations: A Novel Approach to Check Compliance between Requirements and their Formal Specification
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GitHub Discussions: An Exploratory Study of Early Adoption
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02-09-2021

Extracting Rationale for Open Source Software Development Decisions -- A Study of Python Email Archives
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02-12-2021

User manual for bch, a program for the fast computation of the Baker-Campbell-Hausdorff and similar series
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02-12-2021

Customizable Stochastic High Fidelity Model of the Sensors and Camera onboard a Low SWaP Fixed Wing Autonomous Aircraft
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02-12-2021

VSync: Push-Button Verification and Optimization for Synchronization Primitives on Weak Memory Models (Technical Report)
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02-11-2021

Improving Fault Localization by Integrating Value and Predicate Based Causal Inference Techniques
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02-11-2021

A Multi-View Approach To Audio-Visual Speaker Verification
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02-12-2021

Banana for scale: Gauging trends in academic interest by normalising publication rates to common and innocuous keywords
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02-09-2021

PyART: Python API Recommendation in Real-Time
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02-09-2021

The case for model-driven interpretability of delay-based congestion control protocols
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02-09-2021

Serverless Streaming for Emerging Media: Towards 5G Network-Driven Cost Optimization
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02-09-2021

Affordance-Based Mobile Robot Navigation Among Movable Obstacles
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02-11-2021

Zeoco: An insight into daily carbon footprint consumption
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02-11-2021

Verifying High-Level Latency-Insensitive Designs with Formal Model Checking
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02-12-2021

What helped, and what did not? An Evaluation of the Strategies to Improve Continuous Integration
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02-09-2021

Content Placement in Networks of Similarity Caches
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02-12-2021

A Subexponential Algorithm for ARRIVAL
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02-10-2021

Manipulability optimization for multi-arm teleoperation
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02-09-2021

Distributed Learning for Proportional-Fair Resource Allocation in Coexisting WiFi Networks
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02-12-2021

Lazy Hermite Reduction and Creative Telescoping for Algebraic Functions
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02-12-2021

On Signings and the Well-Founded Semantics
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02-12-2021

Software Estimations Risk in Pakistan Software Industry
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02-09-2021

Simulating dense granular flow using the μμ(II)-rheology within a space-time framework
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02-10-2021

TDMA-based scheduling for multi-hop wireless sensor networks with 3-egress gateway linear topology
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02-11-2021

A Visual Analysis Approach to Update Systematic Reviews
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Craig Smith