2021.4.26 Learning papers

04-21-2021	Carbon Emissions and Large Neural Network Training by David Patterson et al
04-22-2021	VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text by Hassan Akbari et al
04-20-2021	VideoGPT: Video Generation using VQ-VAE and Transformers by Wilson Yan et al
04-22-2021	Multiscale Vision Transformers by Haoqi Fan et al
04-22-2021	Analyzing Monotonic Linear Interpolation in Neural Network Loss Landscapes by James Lucas et al
04-20-2021	RoFormer: Enhanced Transformer with Rotary Position Embedding by Jianlin Su et al
04-22-2021	On Buggy Resizing Libraries and Surprising Subtleties in FID Calculation by Gaurav Parmar et al
04-21-2021	Contingencies from Observations: Tractable Contingency Planning with Learned Behavior Models by Nicholas Rhinehart et al
04-20-2021	GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement by Martin Engelcke et al
04-22-2021	So-ViT: Mind Visual Tokens for Vision Transformer by Jiangtao Xie et al
04-22-2021	ImageNet-21K Pretraining for the Masses by Tal Ridnik et al
04-22-2021	Hierarchical Motion Understanding via Motion Programs by Sumith Kulal et al
04-20-2021	Class-Incremental Learning with Generative Classifiers by Gido M. van de Ven et al
04-22-2021	Pose-Controllable Talking Face Generation by Implicitly Modularized Audio-Visual Representation by Hang Zhou et al
04-20-2021	Perceptual Loss for Robust Unsupervised Homography Estimation by Daniel Koguciuk et al
04-21-2021	SSLM: Self-Supervised Learning for Medical Diagnosis from MR Video by Siladittya Manna et al
04-21-2021	Dual Head Adversarial Training by Yujing Jiang et al
04-21-2021	Should we Stop Training More Monolingual Models, and Simply Use Machine Translation Instead? by Tim Isbister et al
04-21-2021	PocketNet: A Smaller Neural Network for 3D Medical Image Segmentation by Adrian Celaya et al
04-20-2021	Bayesian Optimization is Superior to Random Search for Machine Learning Hyperparameter Tuning: Analysis of the Black-Box Optimization Challenge 2020 by Ryan Turner et al
04-22-2021	Focusing on Shadows for Predicting Heightmaps from Single Remotely Sensed RGB Images with Deep Learning by Savvas Karatsiolis et al
04-22-2021	An End-to-End Computer Vision Methodology for Quantitative Metallography by Matan Rusanovsky et al
04-23-2021	Skip-Convolutions for Efficient Video Processing by Amirhossein Habibian et al
04-21-2021	Clustering Introductory Computer Science Exercises Using Topic Modeling Methods by Laura O. Moraes et al
04-22-2021	Neuro-inspired edge feature fusion using Choquet integrals by Cedric Marco-Detchart et al
04-22-2021	Distilling Audio-Visual Knowledge by Compositional Contrastive Learning by Yanbei Chen et al
04-21-2021	Improving the Accuracy of Early Exits in Multi-Exit Architectures via Curriculum Learning by Arian Bakhtiarnia et al
04-21-2021	Uncertainty-Aware Boosted Ensembling in Multi-Modal Settings by Utkarsh Sarawgi et al
04-21-2021	MetricOpt: Learning to Optimize Black-Box Evaluation Metrics by Chen Huang et al
04-22-2021	Multi-task Semi-supervised Learning for Pulmonary Lobe Segmentation by Jingnan Jia et al
04-20-2021	Sensitivity as a Complexity Measure for Sequence Classification Tasks by Michael Hahn et al
04-22-2021	Network Space Search for Pareto-Efficient Spaces by Min-Fong Hong et al
04-22-2021	Hierarchical growing grid networks for skeleton based action recognition by Zahra Gharaee
04-20-2021	Large Scale Interactive Motion Forecasting for Autonomous Driving : The Waymo Open Motion Dataset by Scott Ettinger et al
04-20-2021	Geometric Deep Learning on Anatomical Meshes for the Prediction of Alzheimers Disease by Ignacio Sarasua et al
04-20-2021	Asymmetric compressive learning guarantees with applications to quantized sketches by Vincent Schellekens et al
04-22-2021	Continental-scale land cover mapping at 10 m resolution over Europe (ELC10) by Zander S. Venter et al
04-21-2021	How Will Your Tweet Be Received? Predicting the Sentiment Polarity of Tweet Replies by Soroosh Tayebi Arasteh et al
04-21-2021	Accurate and fast matrix factorization for low-rank learning by Reza Godaz et al
04-21-2021	Discovering Classification Rules for Interpretable Learning with Linear Programming by M. Hakan Akyüz et al
04-22-2021	Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding by Shimin Di et al
04-21-2021	Sharp Global Guarantees for Nonconvex Low-Rank Matrix Recovery in the Overparameterized Regime by Richard Y. Zhang
04-22-2021	ManipulaTHOR: A Framework for Visual Object Manipulation by Kiana Ehsani et al
04-21-2021	AdaptiFont: Increasing Individuals Reading Speed with a Generative Font Model and Bayesian Optimization by Florian Kadner et al
04-21-2021	Jacobian Regularization for Mitigating Universal Adversarial Perturbations by Kenneth T. Co et al
04-20-2021	Variational Relational Point Completion Network by Liang Pan et al
04-20-2021	Boosting Masked Face Recognition with Multi-Task ArcFace by David Montero et al
04-21-2021	Model-aided Deep Reinforcement Learning for Sample-efficient UAV Trajectory Design in IoT Networks by Omid Esrafilian et al
04-20-2021	Deep Transform and Metric Learning Networks by Wen Tang et al
04-21-2021	Deep limits and cut-off phenomena for neural networks by Benny Avelin et al
04-20-2021	Voice2Mesh: Cross-Modal 3D Face Model Generation from Voices by Cho-Ying Wu et al
04-22-2021	Performance Evaluation of Adversarial Attacks: Discrepancies and Solutions by Jing Wu et al
04-20-2021	Distill on the Go: Online knowledge distillation in self-supervised learning by Prashant Bhat et al
04-20-2021	GLiDE: Generalizable Quadrupedal Locomotion in Diverse Environments with a Centroidal Model by Zhaoming Xie et al
04-20-2021	Whats The Context? : Long Context NLM Adaptation for ASR Rescoring in Conversational Agents by Ashish Shenoy et al
04-21-2021	Multi-Attention-Based Soft Partition Network for Vehicle Re-Identification by Sangrok Lee et al
04-20-2021	Prospective Artificial Intelligence Approaches for Active Cyber Defence by Neil Dhir et al
04-21-2021	Wireless Sensing With Deep Spectrogram Network and Primitive Based Autoregressive Hybrid Channel Model by Guoliang Li et al
04-21-2021	Hierarchical Convolutional Neural Network with Feature Preservation and Autotuned Thresholding for Crack Detection by Qiuchen Zhu et al
04-20-2021	Turning Channel Noise into an Accelerator for Over-the-Air Principal Component Analysis by Zezhong Zhang et al
04-20-2021	CrossATNet - A Novel Cross-Attention Based Framework for Sketch-Based Image Retrieval by Ushasi Chaudhuri et al
04-20-2021	What is Wrong with One-Class Anomaly Detection? by JuneKyu Park et al
04-20-2021	Table Tennis Stroke Recognition Using Two-Dimensional Human Pose Estimation by Kaustubh Milind Kulkarni et al
04-23-2021	Deep Learning Based Assessment of Synthetic Speech Naturalness by Gabriel Mittag et al
04-20-2021	Semantic similarity metrics for learned image registration by Steffen Czolbe et al
04-20-2021	Robustness Tests of NLP Machine Learning Models: Search and Semantically Replace by Rahul Singh et al
04-21-2021	Programmable 3D snapshot microscopy with Fourier convolutional networks by Diptodip Deb et al
04-22-2021	Reset-Free Reinforcement Learning via Multi-Task Learning: Learning Dexterous Manipulation Behaviors without Human Intervention by Abhishek Gupta et al
04-21-2021	Link Prediction on N-ary Relational Data Based on Relatedness Evaluation by Saiping Guan et al
04-21-2021	Sparse-Shot Learning for Extremely Many Localisations by Andreas Panteli et al
04-22-2021	Deep learning for detecting bid rigging: Flagging cartel participants based on convolutional neural networks by Martin Huber et al
04-20-2021	Differentiable Model Compression via Pseudo Quantization Noise by Alexandre Défossez et al
04-21-2021	Brittle Features May Help Anomaly Detection by Kimberly T. Mai et al
04-21-2021	Scaling of neural-network quantum states for time evolution by Sheng-Hsuan Lin et al
04-22-2021	Privacy-Preserved Blockchain-Federated-Learning for Medical Image Analysis Towards Multiple Parties by Rajesh Kumar et al
04-20-2021	Visual Navigation with Spatial Attention by Bar Mayo et al
04-20-2021	VT-ADL: A Vision Transformer Network for Image Anomaly Detection and Localization by Pankaj Mishra et al
04-21-2021	MLDS: A Dataset for Weight-Space Analysis of Neural Networks by John Clemens
04-21-2021	Recurrent Feedback Improves Recognition of Partially Occluded Objects by Markus Roland Ernst et al
04-21-2021	Towards Corruption-Agnostic Robust Domain Adaptation by Yifan Xu et al
04-20-2021	An Attention-based Weakly Supervised framework for Spitzoid Melanocytic Lesion Diagnosis in WSI by Rocío del Amor et al
04-20-2021	Explainable artificial intelligence for mechanics: physics-informing neural networks for constitutive models by Arnd Koeppe et al
04-21-2021	Robust Testing and Estimation under Manipulation Attacks by Jayadev Acharya et al
04-23-2021	Probabilistic Rainfall Estimation from Automotive Lidar by Robin Karlsson et al
04-23-2021	DisCo RL: Distribution-Conditioned Reinforcement Learning for General-Purpose Policies by Soroush Nasiriany et al
04-21-2021	Accelerating SpMM Kernel with Cache-First Edge Sampling for GNN Inference by Chien-Yu Lin et al
04-21-2021	Improving BERT Pretraining with Syntactic Supervision by Giorgos Tziafas et al
04-23-2021	Learning phylogenetic trees as hyperbolic point configurations by Benjamin Wilson
04-20-2021	Adversarial Training for Deep Learning-based Intrusion Detection Systems by Islam Debicha et al
04-22-2021	MeSIN: Multilevel Selective and Interactive Network for Medication Recommendation by Yang An et al
04-20-2021	DynO: Dynamic Onloading of Deep Neural Networks from Cloud to Device by Mario Almeida et al
04-22-2021	A learning gap between neuroscience and reinforcement learning by Samuel T. Wauthier et al
04-21-2021	Using CNNs for AD classification based on spatial correlation of BOLD signals during the observation by Nazanin Beheshti et al
04-22-2021	CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU by Sijun Tan et al
04-21-2021	A Two-Stage Attentive Network for Single Image Super-Resolution by Jiqing Zhang et al
04-20-2021	Identifying Helpful Sentences in Product Reviews by Iftah Gamzu et al
04-21-2021	Text Summarization of Czech News Articles Using Named Entities by Petr Marek et al
04-20-2021	Deep learning with transfer functions: new applications in system identification by Dario Piga et al
04-23-2021	Time Series Forecasting via Learning Convolutionally Low-Rank Models by Guangcan Liu

04-21-2021	Dataset Inference: Ownership Resolution in Machine Learning by Pratyush Maini et al
04-21-2021	Measuring what Really Matters: Optimizing Neural Networks for TinyML by Lennart Heim et al
04-20-2021	GDDR: GNN-based Data-Driven Routing by Oliver Hope et al
04-22-2021	Chasing Collective Variables using Autoencoders and biased trajectories by Zineb Belkacemi et al
04-21-2021	Stateless Neural Meta-Learning using Second-Order Gradients by Mike Huisman et al
04-22-2021	Synchronization of Tree Parity Machines using non-binary input vectors by Miłosz Stypiński et al
04-22-2021	Imagining The Road Ahead: Multi-Agent Trajectory Prediction via Differentiable Simulation by Adam Scibior et al
04-21-2021	Federated Traffic Synthesizing and Classification Using Generative Adversarial Networks by Chenxin Xu et al
04-21-2021	GraphTheta: A Distributed Graph Neural Network Learning System With Flexible Training Strategy by Houyi Li et al
04-22-2021	Enhancing predictive skills in physically-consistent way: Physics Informed Machine Learning for Hydrological Processes by Pravin Bhasme et al
04-22-2021	SPECTRE: Defending Against Backdoor Attacks Using Robust Statistics by Jonathan Hayase et al
04-22-2021	Intentional Deep Overfit Learning (IDOL): A Novel Deep Learning Strategy for Adaptive Radiation Therapy by Jaehee Chun et al
04-22-2021	Survey on Modeling Intensity Function of Hawkes Process Using Neural Models by Jayesh Malaviya
04-21-2021	A Survey on Federated Learning and its Applications for Accelerating Industrial Internet of Things by Jiehan Zhou et al
04-23-2021	Theoretical Study of Random Noise Defense against Query-Based Black-Box Attacks by Zeyu Qin et al
04-20-2021	Label-Synchronous Speech-to-Text Alignment for ASR Using Forward and Backward Transformers by Yusuke Kida et al
04-23-2021	A study on Ensemble Learning for Time Series Forecasting and the need for Meta-Learning by Julia Gastinger et al
04-22-2021	Independent Reinforcement Learning for Weakly Cooperative Multiagent Traffic Control Problem by Chengwei Zhang et al
04-22-2021	InstantNet: Automated Generation and Deployment of Instantaneously Switchable-Precision Networks by Yonggan Fu et al
04-23-2021	DeepfakeUCL: Deepfake Detection via Unsupervised Contrastive Learning by Sheldon Fung et al
04-21-2021	Learning future terrorist targets through temporal meta-graphs by Gian Maria Campedelli et al
04-20-2021	Joint Online Learning and Decision-making via Dual Mirror Descent by Alfonso Lobos et al
04-21-2021	User-oriented Fairness in Recommendation by Yunqi Li et al
04-22-2021	Reinforcement Learning using Guided Observability by Stephan Weigand et al
04-22-2021	Time series analysis with dynamic law exploration by A. Jakovac
04-20-2021	Bayesian subset selection and variable importance for interpretable prediction and classification by Daniel R. Kowal
04-23-2021	The Influence of Audio on Video Memorability with an Audio Gestalt Regulated Video Memorability System by Lorin Sweeney et al
04-21-2021	Reinforcement Learning for Traffic Signal Control: Comparison with Commercial Systems by Alvaro Cabrejas-Egea et al
04-23-2021	Supervised Video Summarization via Multiple Feature Sets with Parallel Attention by Junaid Ahmed Ghauri et al
04-20-2021	Phase Transition Adaptation by Claudio Gallicchio et al
04-23-2021	Knodle: Modular Weakly Supervised Learning with PyTorch by Anastasiia Sedova et al
04-23-2021	Inter-choice dependent super-network weights by Kevin Alexander Laube et al
04-22-2021	Protecting gender and identity with disentangled speech representations by Dimitrios Stoidis et al
04-21-2021	Deep Learning for Click-Through Rate Estimation by Weinan Zhang et al
04-23-2021	GuideBP: Guiding Backpropagation Through Weaker Pathways of Parallel Logits by Bodhisatwa Mandal et al
04-20-2021	Robust Sensor Fusion Algorithms Against VoiceCommand Attacks in Autonomous Vehicles by Jiwei Guan et al
04-21-2021	Conditional Selective Inference for Robust Regression and Outlier Detection using Piecewise-Linear Homotopy Continuation by Toshiaki Tsukurimichi et al
04-23-2021	Co-training for Deep Object Detection: Comparing Single-modal and Multi-modal Approaches by Jose L. Gómez et al
04-22-2021	Train Once and Use Forever: Solving Boundary Value Problems in Unseen Domains with Pre-trained Deep Learning Models by Hengjie Wang et al
04-23-2021	Online recognition of unsegmented actions with hierarchical SOM architecture by Zahra Gharaee
04-23-2021	Inductive biases and Self Supervised Learning in modelling a physical heating system by Cristian Vicas
04-20-2021	Superpixels and Graph Convolutional Neural Networks for Efficient Detection of Nutrient Deficiency Stress from Aerial Imagery by Saba Dadsetan et al
04-23-2021	Safe Chance Constrained Reinforcement Learning for Batch Process Control by Max Mowbray et al
04-21-2021	XAI-N: Sensor-based Robot Navigation using Expert Policies and Decision Trees by Aaron M. Roth et al
04-20-2021	CVLight: Deep Reinforcement Learning for Adaptive Traffic Signal Control with Connected Vehicles by Wangzhi Li et al
04-21-2021	Robust Certification for Laplace Learning on Geometric Graphs by Matthew Thorpe et al
04-21-2021	A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams by Li Yang et al
04-23-2021	Exact priors of finite neural networks by Jacob A. Zavatone-Veth et al
04-21-2021	Automatic model training under restrictive time constraints by Lukas Cironis et al
04-22-2021	Landmark-Aware and Part-based Ensemble Transfer Learning Network for Facial Expression Recognition from Static images by Rohan Wadhawan et al
04-20-2021	GMLP: Building Scalable and Flexible Graph Neural Networks with Feature-Message Passing by Wentao Zhang et al
04-20-2021	Development of digitally obtainable 10-year risk scores for depression and anxiety in the general population by D. Morelli et al
04-20-2021	Predicting Medical Interventions from Vital Parameters: Towards a Decision Support System for Remote Patient Monitoring by Kordian Gontarska et al
04-22-2021	A Feature Selection Method for Multi-Dimension Time-Series Data by Bahavathy Kathirgamanathan et al
04-23-2021	Predicting Distant Metastases in Soft-Tissue Sarcomas from PET-CT scans using Constrained Hierarchical Multi-Modality Feature Learning by Yige Peng et al
04-23-2021	CapillaryNet: An Automated System to Analyze Microcirculation Videos from Handheld Vital Microscopy by Maged Helmy et al
04-21-2021	Lossless Compression with Latent Variable Models by James Townsend
04-20-2021	Multiscale deep context modeling for lossless point cloud geometry compression by Dat Thanh Nguyen et al
04-20-2021	Dynamic Toll Prediction Using Historical Data on Toll Roads: Case Study of the I-66 Inner Beltway by Sara Zahedian et al
04-22-2021	Semiotic Aggregation in Deep Learning by Bogdan Musat et al
04-20-2021	Neural Networks for Learning Counterfactual G-Invariances from Single Environments by S Chandra Mouli et al
04-20-2021	Evaluating the Impact of a Hierarchical Discourse Representation on Entity Coreference Resolution Performance by Sopan Khosla et al
04-20-2021	More Than Meets The Eye: Semi-supervised Learning Under Non-IID Data by Saul Calderon-Ramirez et al
04-20-2021	Space Partitioning and Regression Mode Seeking via a Mean-Shift-Inspired Algorithm by Wanli Qiao et al
04-22-2021	Noise-Robust Deep Spiking Neural Networks with Temporal Information by Seongsik Park et al
04-23-2021	Eccentric Regularization: Minimizing Hyperspherical Energy without explicit projection by Xuefeng Li et al
04-22-2021	On Geodesic Distances and Contextual Embedding Compression for Text Classification by Rishi Jha et al
04-20-2021	BraidNet: procedural generation of neural networks for image classification problems using braid theory by Olga Lukyanova et al
04-20-2021	Model-predictive control and reinforcement learning in multi-energy system case studies by Glenn Ceusters et al
04-20-2021	Active and sparse methods in smoothed model checking by Paul Piho et al
04-20-2021	The principle of weight divergence facilitation for unsupervised pattern recognition in spiking neural networks by Oleg Nikitin et al
04-22-2021	APRF-Net: Attentive Pseudo-Relevance Feedback Network for Query Categorization by Ali Ahmadvand et al
04-20-2021	Permutation-Invariant Variational Autoencoder for Graph-Level Representation Learning by Robin Winter et al
04-21-2021	Robust Kernel-based Distribution Regression by Zhan Yu et al
04-22-2021	VeriMedi: Pill Identification using Proxy-based Deep Metric Learning and Exact Solution by Tekin Evrim Ozmermer et al
04-21-2021	Skeleton Clustering: Dimension-Free Density-based Clustering by Zeyu Wei et al
04-21-2021	Aedes-AI: Neural Network Models of Mosquito Abundance by Adrienne C. Kinney et al
04-20-2021	Discovering an Aid Policy to Minimize Student Evasion Using Offline Reinforcement Learning by Leandro M. de Lima et al
04-21-2021	Bearings Fault Detection Using Hidden Markov Models and Principal Component Analysis Enhanced Features by Akthem Rehab et al
04-21-2021	Covert Channel Attack to Federated Learning Systems by Gabriele Costa et al
04-21-2021	Tackling Variabilities in Autonomous Driving by Yuqiong Qi et al
04-21-2021	Mixture of Robust Experts (MoRE): A Flexible Defense Against Multiple Perturbations by Hao Cheng et al
04-22-2021	Enabling Cross-Layer Reliability and Functional Safety Assessment Through ML-Based Compact Models by Dan Alexandrescu et al
04-20-2021	Forecasting The JSE Top 40 Using Long Short-Term Memory Networks by Adam Balusik et al
04-22-2021	An Efficient One-Class SVM for Anomaly Detection in the Internet of Things by Kun Yang et al
04-23-2021	A Framework for Recognizing and Estimating Human Concentration Levels by Woodo Lee et al
04-22-2021	Stochastic Shortest Path: Minimax, Parameter-Free and Towards Horizon-Free Regret by Jean Tarbouriech et al
04-20-2021	Development of a dynamic type 2 diabetes risk prediction tool: a UK Biobank study by Nikola Dolezalova et al
04-20-2021	Concept Drift Detection from Multi-Class Imbalanced Data Streams by Łukasz Korycki et al
04-20-2021	Gradient Matching for Domain Generalization by Yuge Shi et al
04-20-2021	IIoT-Enabled Health Monitoring for Integrated Heat Pump System Using Mixture Slow Feature Analysis by Yan Qin et al
04-20-2021	CoDR: Computation and Data Reuse Aware CNN Accelerator by Alireza Khadem et al
04-20-2021	Predicting Human Trajectories by Learning and Matching Patterns by Dapeng Zhao
04-21-2021	Rapid Detection of Aircrafts in Satellite Imagery based on Deep Neural Networks by Arsalan Tahir et al
04-20-2021	A cappella: Audio-visual Singing Voice Separation by Juan F. Montesinos et al
04-21-2021	An Accurate and Efficient Large-scale Regression Method through Best Friend Clustering by Kun Li et al
04-20-2021	A Bayesian Convolutional Neural Network for Robust Galaxy Ellipticity Regression by Claire Theobald et al
04-20-2021	Development of an accessible 10-year Digital CArdioVAscular (DiCAVA) risk assessment: a UK Biobank study by Nikola Dolezalova et al
04-22-2021	Patch Shortcuts: Interpretable Proxy Models Efficiently Find Black-Box Vulnerabilities by Julia Rosenzweig et al
04-20-2021	Outcome-Driven Reinforcement Learning via Variational Inference by Tim G. J. Rudner et al
04-23-2021	Grouped Feature Importance and Combined Features Effect Plot by Quay Au et al
04-22-2021	Optimal Cost Design for Model Predictive Control by Avik Jain et al
04-21-2021	Policy Fusion for Adaptive and Customizable Reinforcement Learning Agents by Alessandro Sestini et al
04-22-2021	SBNet: Segmentation-based Network for Natural Language-based Vehicle Search by Sangrok Lee et al
04-23-2021	Robust Federated Learning by Mixture of Experts by Saeedeh Parsaeefard et al
04-23-2021	A Framework for Unsupervised Classificiation and Data Mining of Tweets about Cyber Vulnerabilities by Kenneth Alperin et al
04-21-2021	Causal-TGAN: Generating Tabular Data Using Causal Generative Adversarial Networks by Bingyang Wen et al
04-23-2021	A modularity comparison of Long Short-Term Memory and Morphognosis neural networks by Thomas E. Portegys

04-23-2021	Consistent and symmetry preserving data-driven interface reconstruction for the level-set method by Aaron B. Buhendwa et al
04-21-2021	Making Differentiable Architecture Search less local by Erik Bodin et al
04-23-2021	Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand Systems by Daniele Gammelli et al
04-21-2021	A Comparative Study of Using Spatial-Temporal Graph Convolutional Networks for Predicting Availability in Bike Sharing Schemes by Zhengyong Chen et al
04-21-2021	Searching to Sparsify Tensor Decomposition for N-ary Relational Data by Shimin Di et al
04-20-2021	Decoding the shift-invariant data: applications for band-excitation scanning probe microscopy by Yongtao Liu et al
04-20-2021	Bias-Aware Loss for Training Image and Speech Quality Prediction Models from Multiple Datasets by Gabriel Mittag et al
04-23-2021	Birds of a Feather Flock Together: A Close Look at Cooperation Emergence via Multi-Agent RL by Heng Dong et al
04-23-2021	DeepSpectrumLite: A Power-Efficient Transfer Learning Framework for Embedded Speech and Audio Processing from Decentralised Data by Shahin Amiriparian et al
04-21-2021	Eye Know You: Metric Learning for End-to-end Biometric Authentication Using Eye Movements from a Longitudinal Dataset by Dillon Lohr et al
04-21-2021	Interpretation of multi-label classification models using shapley values by Shikun Chen
04-21-2021	Comparing merging behaviors observed in naturalistic data with behaviors generated by a machine learned model by Aravinda Ramakrishnan Srinivasan et al
04-23-2021	Genetic Constrained Graph Variational Autoencoder for COVID-19 Drug Discovery by Tianyue Cheng et al
04-21-2021	Mixture Models for the Analysis, Edition, and Synthesis of Continuous Time Series by Sylvain Calinon
04-23-2021	Unsupervised Information Obfuscation for Split Inference of Neural Networks by Mohammad Samragh et al
04-20-2021	Extraction of Hierarchical Functional Connectivity Components in human brain using Adversarial Learning by Dushyant Sahoo et al
04-21-2021	A class of network models recoverable by spectral clustering by Yali Wan et al
04-23-2021	Scalable and Flexible Deep Bayesian Optimization with Auxiliary Information for Scientific Problems by Samuel Kim et al
04-20-2021	A windowed correlation based feature selection method to improve time series prediction of dengue fever cases by Tanvir Ferdousi et al
04-20-2021	Gradient Masked Federated Optimization by Irene Tenison et al
04-23-2021	Regularized Nonlinear Regression for Simultaneously Selecting and Estimating Key Model Parameters by Kyubaek Yoon et al
04-22-2021	Restoring degraded speech via a modified diffusion model by Jianwei Zhang et al
04-20-2021	Robust Feature Disentanglement in Imaging Data via Joint Invariant Variational Autoencoders: from Cards to Atoms by Maxim Ziatdinov et al
04-20-2021	Efficient Sparse Coding using Hierarchical Riemannian Pursuit by Ye Xue et al
04-23-2021	Lightweight Detection of Out-of-Distribution and Adversarial Samples via Channel Mean Discrepancy by Xin Dong et al
04-21-2021	Online GANs for Automatic Performance Testing by Ivan Porres et al
04-21-2021	Principal Component Density Estimation for Scenario Generation Using Normalizing Flows by Eike Cramer et al
04-20-2021	Scalable Synthesis of Verified Controllers in Deep Reinforcement Learning by Zikang Xiong et al
04-22-2021	Infant Vocal Tract Development Analysis and Diagnosis by Cry Signals with CNN Age Classification by Chunyan Ji et al
04-20-2021	ScaleCom: Scalable Sparsified Gradient Compression for Communication-Efficient Distributed Training by Chia-Yu Chen et al
04-22-2021	Scalable Predictive Time-Series Analysis of COVID-19: Cases and Fatalities by Shradha Shinde et al
04-22-2021	A Machine Learning Framework for Real-time Inverse Modeling and Multi-objective Process Optimization of Composites for Active Manufacturing Control by Keith D. Humfeld et al
04-22-2021	Software-Defined Edge Computing: A New Architecture Paradigm to Support IoT Data Analysis by Di Wu et al
04-21-2021	Assessing Validity of Static Analysis Warnings using Ensemble Learning by Anshul Tanwar et al