2021.4.19 Learning papers

04-14-2021	Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little by Koustuv Sinha et al
04-13-2021	BARF: Bundle-Adjusting Neural Radiance Fields by Chen-Hsuan Lin et al
04-14-2021	Neural population geometry: An approach for understanding biological and artificial neural networks by SueYeon Chung et al
04-15-2021	Generating Datasets with Pretrained Language Models by Timo Schick et al
04-13-2021	QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering by Michihiro Yasunaga et al
04-13-2021	Podracer architectures for scalable Reinforcement Learning by Matteo Hessel et al
04-13-2021	Distilling Wikipedia mathematical knowledge into neural network models by Joanne T. Kim et al
04-14-2021	Sparse Attention with Linear Units by Biao Zhang et al
04-15-2021	Auto-Tuned Sim-to-Real Transfer by Yuqing Du et al
04-15-2021	mlf-core: a framework for deterministic machine learning by Lukas Heumos et al
04-15-2021	Cross-Domain Label-Adaptive Stance Detection by Momchil Hardalov et al
04-13-2021	Learning and Planning in Complex Action Spaces by Thomas Hubert et al
04-13-2021	Online and Offline Reinforcement Learning by Planning with a Learned Model by Julian Schrittwieser et al
04-13-2021	Muesli: Combining Improvements in Policy Optimization by Matteo Hessel et al
04-15-2021	Self-supervised Video Object Segmentation by Motion Grouping by Charig Yang et al
04-13-2021	MS2: Multi-Document Summarization of Medical Studies by Jay DeYoung et al
04-15-2021	Image Super-Resolution via Iterative Refinement by Chitwan Saharia et al
04-15-2021	Self-Supervised Exploration via Latent Bayesian Surprise by Pietro Mazzaglia et al
04-13-2021	Few-shot Image Generation via Cross-domain Correspondence by Utkarsh Ojha et al
04-15-2021	Ensemble of MRR and NDCG models for Visual Dialog by Idan Schwartz
04-15-2021	Vision Transformer using Low-level Chest X-ray Feature Corpus for COVID-19 Diagnosis and Severity Quantification by Sangjoon Park et al
04-15-2021	The Role of Context in Detecting Previously Fact-Checked Claims by Shaden Shaar et al
04-15-2021	See through Gradients: Image Batch Recovery via GradInversion by Hongxu Yin et al
04-13-2021	VariTex: Variational Neural Face Textures by Marcel C. Bühler et al
04-14-2021	Exact and Approximate Hierarchical Clustering Using A* by Craig S. Greenberg et al
04-15-2021	Deep learning for COVID-19 diagnosis based feature selection using binary differential evolution algorithm by Mohammad Saber Iraji et al
04-14-2021	Multitasking Inhibits Semantic Drift by Athul Paul Jacob et al
04-14-2021	Enabling Machine Learning Algorithms for Credit Scoring -- Explainable Artificial Intelligence (XAI) methods for clear understanding complex predictive models by Przemysław Biecek et al
04-15-2021	Reward Optimization for Neural Machine Translation with Learned Metrics by Raphael Shu et al
04-14-2021	Disentangling Representations of Text by Masking Transformers by Xiongyi Zhang et al
04-15-2021	Action Segmentation with Mixed Temporal Domain Adaptation by Min-Hung Chen et al
04-16-2021	MT-Opt: Continuous Multi-Task Robotic Reinforcement Learning at Scale by Dmitry Kalashnikov et al
04-15-2021	Time-Stamped Language Model: Teaching Language Models to Understand the Flow of Events by Hossein Rajaby Faghihi et al
04-15-2021	Rehearsal revealed: The limits and merits of revisiting samples in continual learning by Eli Verwimp et al
04-15-2021	ZeRO-Infinity: Breaking the GPU Memory Wall for Extreme Scale Deep Learning by Samyam Rajbhandari et al
04-14-2021	Stereo Radiance Fields (SRF): Learning View Synthesis for Sparse Views of Novel Scenes by Julian Chibane et al
04-15-2021	Zooming SlowMo: An Efficient One-Stage Framework for Space-Time Video Super-Resolution by Xiaoyu Xiang et al
04-15-2021	Integration of Pre-trained Networks with Continuous Token Interface for End-to-End Spoken Language Understanding by Seunghyun Seo et al
04-15-2021	Demystify Optimization Challenges in Multilingual Transformers by Xian Li et al
04-15-2021	Facilitating Machine Learning Model Comparison and Explanation Through A Radial Visualisation by Jianlong Zhou et al
04-15-2021	BAM: A Lightweight and Efficient Balanced Attention Mechanism for Single Image Super Resolution by Fanyi Wang et al
04-13-2021	Learning Regularization Parameters of Inverse Problems via Deep Neural Networks by Babak Maboudi Afkham et al
04-15-2021	Demographic-Guided Attention in Recurrent Neural Networks for Modeling Neuropathophysiological Heterogeneity by Nicha C. Dvornek et al
04-14-2021	Can Active Learning Preemptively Mitigate Fairness Issues? by Frédéric Branchaud-Charron et al
04-14-2021	Neural Architecture Search of Deep Priors: Towards Continual Learning without Catastrophic Interference by Martin Mundt et al
04-14-2021	Oracle Complexity in Nonsmooth Nonconvex Optimization by Guy Kornowski et al
04-14-2021	An Interpretability Illusion for BERT by Tolga Bolukbasi et al
04-14-2021	Translating synthetic natural language to database queries: a polyglot deep learning framework by Adrián Bazaga et al
04-15-2021	Embedding Adaptation is Still Needed for Few-Shot Learning by Sébastien M. R. Arnold et al
04-15-2021	Quantum Architecture Search via Deep Reinforcement Learning by En-Jui Kuo et al
04-14-2021	Modeling Human Mental States with an Entity-based Narrative Graph by I-Ta Lee et al
04-14-2021	Context-Dependent Anomaly Detection for Low Altitude Traffic Surveillance by Ilker Bozcan et al
04-13-2021	Co-Scale Conv-Attentional Image Transformers by Weijian Xu et al
04-14-2021	A comparative study of Different Machine Learning Regressors For Stock Market Prediction by Nazish Ashfaq et al
04-14-2021	Distributed Word Representation in Tsetlin Machine by Rohan Kumar Yadav et al
04-15-2021	Rethinking Text Line Recognition Models by Daniel Hernandez Diaz et al
04-14-2021	I Wish I Would Have Loved This One, But I Didnt -- A Multilingual Dataset for Counterfactual Detection in Product Reviews by James O'Neill et al
04-16-2021	Language Models are Few-Shot Butlers by Vincent Micheli et al
04-15-2021	Node Co-occurrence based Graph Neural Networks for Knowledge Graph Link Prediction by Dai Quoc Nguyen et al
04-13-2021	Deep Data Density Estimation through Donsker-Varadhan Representation by Seonho Park et al
04-15-2021	The Effect of Efficient Messaging and Input Variability on Neural-Agent Iterated Language Learning by Yuchen Lian et al
04-14-2021	Discover the Hidden Attack Path in Multi-domain Cyberspace Based on Reinforcement Learning by Lei Zhang et al
04-14-2021	Mean-Squared Accuracy of Good-Turing Estimator by Maciej Skorski
04-15-2021	Deep Stable Learning for Out-Of-Distribution Generalization by Xingxuan Zhang et al
04-14-2021	Annealing Knowledge Distillation by Aref Jafari et al
04-15-2021	How to Train BERT with an Academic Budget by Peter Izsak et al
04-15-2021	NICE: An Algorithm for Nearest Instance Counterfactual Explanations by Dieter Brughmans et al
04-15-2021	Efficient Click-Through Rate Prediction for Developing Countries via Tabular Learning by Joonyoung Yi et al
04-13-2021	ShapeMOD: Macro Operation Discovery for 3D Shape Programs by R. Kenny Jones et al
04-13-2021	Learning to recover orientations from projections in single-particle cryo-EM by Jelena Banjac et al
04-16-2021	Uncertainty Surrogates for Deep Learning by Radhakrishna Achanta et al
04-13-2021	SPARK: SPAcecraft Recognition leveraging Knowledge of Space Environment by Mohamed Adel Musallam et al
04-13-2021	MultiModalQA: Complex Question Answering over Text, Tables and Images by Alon Talmor et al
04-14-2021	On the Vapnik-Chervonenkis dimension of products of intervals in RdRd by Alirio Gómez Gómez et al
04-13-2021	Semantic maps and metrics for science Semantic maps and metrics for science using deep transformer encoders by Brendan Chambers et al
04-16-2021	VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks by Hung Le et al
04-13-2021	A Tale of Two Lexica Testing Computational Hypotheses with Deep Convolutional Neural Networks by Enes Avcu et al
04-13-2021	Fast Hierarchical Games for Image Explanations by Jacopo Teneggi et al
04-14-2021	Mutual Information Preserving Back-propagation: Learn to Invert for Faithful Attribution by Huiqi Deng et al
04-14-2021	Device-Cloud Collaborative Learning for Recommendation by Jiangchao Yao et al
04-16-2021	Orthogonal Features Based EEG Signals Denoising Using Fractional and Compressed One-Dimensional CNN AutoEncoder by Subham Nagar et al
04-13-2021	EXPLAINABOARD: An Explainable Leaderboard for NLP by Pengfei Liu et al
04-16-2021	Sharp bounds for the number of regions of maxout networks and vertices of Minkowski sums by Guido Montúfar et al
04-14-2021	Deep Permutation Equivariant Structure from Motion by Dror Moran et al
04-15-2021	Generalising Discrete Action Spaces with Conditional Action Trees by Christopher Bamford et al
04-15-2021	Towards Handling Uncertainty-at-Source in AI -- A Review and Next Steps for Interval Regression by Shaily Kabir et al
04-14-2021	Attentive Max Feature Map for Acoustic Scene Classification with Joint Learning considering the Abstraction of Classes by Hye-jin Shim et al
04-15-2021	Actionable Models: Unsupervised Offline Reinforcement Learning of Robotic Skills by Yevgen Chebotar et al
04-15-2021	Exploring Visual Engagement Signals for Representation Learning by Menglin Jia et al
04-16-2021	Noise-Aware Saliency Prediction for Videos with Incomplete Gaze Data by Ekta Prashnani et al
04-15-2021	Towards end-to-end F0 voice conversion based on Dual-GAN with convolutional wavelet kernels by Clément Le Moine Veillon et al
04-15-2021	Robust Neural Networks Outperform Attitude Estimation Filters by Daniel Weber et al
04-15-2021	Out-of-Distribution Detection for Dermoscopic Image Classification by Mohammadreza Mohseni et al
04-15-2021	NePTuNe: Neural Powered Tucker Network for Knowledge Graph Completion by Shashank Sonkar et al

04-13-2021	GAN-Based Interactive Reinforcement Learning from Demonstration and Human Evaluative Feedback by Jie Huang et al
04-15-2021	Variational Co-embedding Learning for Attributed Network Clustering by Shuiqiao Yang et al
04-14-2021	The Curious Case of Hallucinations in Neural Machine Translation by Vikas Raunak et al
04-13-2021	NoiseVC: Towards High Quality Zero-Shot Voice Conversion by Shijun Wang et al
04-13-2021	Learning Log-Determinant Divergences for Positive Definite Matrices by Anoop Cherian et al
04-13-2021	Semiring Primitives for Sparse Neighborhood Methods on the GPU by Corey J. Nolet et al
04-16-2021	A Novel Surrogate-assisted Evolutionary Algorithm Applied to Partition-based Ensemble Learning by Arkadiy Dushatskiy et al
04-13-2021	Multilingual Transfer Learning for Code-Switched Language and Speech Neural Modeling by Genta Indra Winata
04-13-2021	Online Recognition of Actions Involving Objects by Zahra Gharaee et al
04-13-2021	Deep imagination is a close to optimal policy for planning in large decision trees under limited resources by Ruben Moreno-Bote et al
04-16-2021	BNN - BN = ?: Training Binary Neural Networks without Batch Normalization by Tianlong Chen et al
04-13-2021	Learning How to Ask: Querying LMs with Mixtures of Soft Prompts by Guanghui Qin et al
04-15-2021	Ransomware Detection Using Deep Learning in the SCADA System of Electric Vehicle Charging Station by Manoj Basnet et al
04-16-2021	Overfitting in Bayesian Optimization: an empirical study and early-stopping solution by Anastasia Makarova et al
04-14-2021	FedGraphNN: A Federated Learning System and Benchmark for Graph Neural Networks by Chaoyang He et al
04-15-2021	All-You-Can-Fit 8-Bit Flexible Floating-Point Format for Accurate and Memory-Efficient Inference of Deep Neural Networks by Cheng-Wei Huang et al
04-15-2021	Iterative Barycenter Flows by David I. Inouye et al
04-14-2021	Do Neural Network Weights account for Classes Centers? by Ioannis Kansizoglou et al
04-14-2021	Improved Branch and Bound for Neural Network Verification via Lagrangian Decomposition by Alessandro De Palma et al
04-14-2021	Orthogonalizing Convolutional Layers with the Cayley Transform by Asher Trockman et al
04-14-2021	Generative Causal Explanations for Graph Neural Networks by Wanyu Lin et al
04-15-2021	Conditional independence for pretext task selection in Self-supervised speech representation learning by Salah Zaiem et al
04-13-2021	Towards Causal Federated Learning For Enhanced Robustness and Privacy by Sreya Francis et al
04-13-2021	Situational Confidence Assistance for Lifelong Shared Autonomy by Matthew Zurek et al
04-15-2021	HIVE-COTE 2.0: a new meta ensemble for time series classification by Matthew Middlehurst et al
04-14-2021	Eluder Dimension and Generalized Rank by Gene Li et al
04-13-2021	Search to aggregate neighborhood for graph neural network by Huan Zhao et al
04-13-2021	EAT: Enhanced ASR-TTS for Self-supervised Speech Recognition by Murali Karthick Baskar et al
04-13-2021	Detoxifying Language Models Risks Marginalizing Minority Voices by Albert Xu et al
04-15-2021	Do Deep Neural Networks Forget Facial Action Units? -- Exploring the Effects of Transfer Learning in Health Related Facial Expression Recognition by Pooja Prajod et al
04-14-2021	Sentence Embeddings by Ensemble Distillation by Fredrik Carlsson Magnus Sahlgren
04-14-2021	A Weakly Supervised Model for Solving Math word Problems by Oishik Chatterjee et al
04-13-2021	UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-identification by Daniel Organisciak et al
04-15-2021	Distributed TD(0) with Almost No Communication by Rui Liu et al
04-16-2021	Fast ABC with joint generative modelling and subset simulation by Eliane Maalouf et al
04-16-2021	I Find Your Lack of Uncertainty in Computer Vision Disturbing by Matias Valdenegro-Toro
04-16-2021	Spatiotemporal Deformable Models for Long-Term Complex Activity Detection by Salman Khan et al
04-13-2021	Structural analysis of an all-purpose question answering model by Vincent Micheli et al
04-13-2021	VR3Dense: Voxel Representation Learning for 3D Object Detection and Monocular Dense Depth Reconstruction by Shubham Shrivastava
04-13-2021	Simultaneous Face Hallucination and Translation for Thermal to Visible Face Verification using Axial-GAN by Rakhil Immidisetti et al
04-16-2021	Bayesian matrix completion with a spectral scaled Student prior: theoretical guarantee and efficient sampling by The Tien Mai
04-14-2021	State and Topology Estimation for Unobservable Distribution Systems using Deep Neural Networks by B. Azimian et al
04-13-2021	Holistic Guidance for Occluded Person Re-Identification by Madhu Kiran et al
04-13-2021	BERT Embeddings Can Track Context in Conversational Search by Rafael Ferreira et al
04-15-2021	D-Cliques: Compensating NonIIDness in Decentralized Federated Learning with Topology by Aurélien Bellet et al
04-16-2021	Fast, Effective and Self-Supervised: Transforming Masked LanguageModels into Universal Lexical and Sentence Encoders by Fangyu Liu et al
04-13-2021	1-bit LAMB: Communication Efficient Large-Scale Large-Batch Training with LAMBs Convergence Speed by Conglong Li et al
04-14-2021	End-to-end Keyword Spotting using Neural Architecture Search and Quantization by David Peter et al
04-14-2021	Towards Unsupervised Fine-Tuning for Edge Video Analytics by Daniel Rivas et al
04-16-2021	Finding Motifs in Knowledge Graphs using Compression by Peter Bloem
04-16-2021	Safe Exploration in Model-based Reinforcement Learning using Control Barrier Functions by Max H. Cohen et al
04-16-2021	Implementing CNN Layers on the Manticore Cluster-Based Many-Core Architecture by Andreas Kurth et al
04-14-2021	The Surprising Performance of Simple Baselines for Misinformation Detection by Kellin Pelrine et al
04-15-2021	Does BERT Pretrained on Clinical Notes Reveal Sensitive Data? by Eric Lehman et al
04-14-2021	A Novel Malware Detection Mechanism based on Features Extracted from Converted Malware Binary Images by Abhijitt Dhavlle et al
04-13-2021	δδ-CLUE: Diverse Sets of Explanations for Uncertainty Estimates by Dan Ley et al
04-13-2021	Five Degree-of-Freedom Property Interpolation of Arbitrary Grain Boundaries via Voronoi Fundamental Zone Octonion Framework by Sterling G. Baird et al
04-15-2021	A Method to Reveal Speaker Identity in Distributed ASR Training, and How to Counter It by Trung Dang et al
04-14-2021	Unsupervised low-rank representations for speech emotion recognition by Georgios Paraskevopoulos et al
04-13-2021	Thresholded Graphical Lasso Adjusts for Latent Variables: Application to Functional Neural Connectivity by Minjie Wang et al
04-13-2021	On the Use of Linguistic Features for the Evaluation of Generative Dialogue Systems by Ian Berlot-Attwell et al
04-16-2021	Integrating Domain Knowledge in Data-driven Earth Observation with Process Convolutions by Daniel Heestermans Svendsen et al
04-13-2021	Identity Inference on Blockchain using Graph Neural Network by Jie Shen et al
04-15-2021	NeuSE: A Neural Snapshot Ensemble Method for Collaborative Filtering by Dongsheng Li et al
04-14-2021	Coarse- and fine-scale geometric information content of Multiclass Classification and implied Data-driven Intelligence by Fushing Hsieh et al
04-16-2021	Faithful and Plausible Explanations of Medical Code Predictions by Zach Wood-Doughty et al
04-16-2021	Probabilistic water demand forecasting using quantile regression algorithms by Georgia Papacharalampous et al
04-16-2021	MEG: Generating Molecular Counterfactual Explanations for Deep Graph Networks by Danilo Numeroso et al
04-13-2021	Understanding Transformers for Bot Detection in Twitter by Andres Garcia-Silva et al
04-13-2021	Lessons on Parameter Sharing across Layers in Transformers by Sho Takase et al
04-13-2021	Towards Unbiased Random Features with Lower Variance For Stationary Indefinite Kernels by Qin Luo et al
04-14-2021	Grouped Variable Selection with Discrete Optimization: Computational and Statistical Perspectives by Hussein Hazimeh et al
04-16-2021	Learning Evolved Combinatorial Symbols with a Neuro-symbolic Generative Model by Matthias Hofer et al
04-14-2021	Short-term bus travel time prediction for transfer synchronization with intelligent uncertainty handling by Niklas Christoffer Petersen et al
04-16-2021	Data Generating Process to Evaluate Causal Discovery Techniques for Time Series Data by Andrew R. Lawrence et al
04-13-2021	Detection of Dataset Shifts in Learning-Enabled Cyber-Physical Systems using Variational Autoencoder for Regression by Feiyang Cai et al
04-14-2021	Is Disentanglement all you need? Comparing Concept-based & Disentanglement Approaches by Dmitry Kazhdan et al
04-16-2021	Probing artificial neural networks: insights from neuroscience by Anna A. Ivanova et al
04-16-2021	Towards Standardizing Reinforcement Learning Approaches for Stochastic Production Scheduling by Alexandru Rinciog et al
04-14-2021	Reward function shape exploration in adversarial imitation learning: an empirical study by Yawei Wang et al
04-15-2021	Detect and Classify -- Joint Span Detection and Classification for Health Outcomes by Michael Abaho et al
04-14-2021	Membership-Mappings for Data Representation Learning by Mohit Kumar et al
04-16-2021	Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword Extraction by Asahi Ushio et al
04-16-2021	A Study of Graph-Based Approaches for Semi-Supervised Time Series Classification by Dominik Alfke et al
04-13-2021	Understanding Hard Negatives in Noise Contrastive Estimation by Wenzheng Zhang et al
04-16-2021	Controlled abstention neural networks for identifying skillful predictions for regression problems by Elizabeth A. Barnes et al
04-16-2021	Editing Factual Knowledge in Language Models by Nicola De Cao et al
04-15-2021	On Energy-Based Models with Overparametrized Shallow Neural Networks by Carles Domingo-Enrich et al
04-16-2021	Efficient and Generic 1D Dilated Convolution Layer for Deep Learning by Narendra Chaudhary et al
04-15-2021	AsymmNet: Towards ultralight convolution neural networks using asymmetrical bottlenecks by Haojin Yang et al
04-14-2021	Fast quantum state reconstruction via accelerated non-convex programming by Junhyung Lyle Kim et al
04-14-2021	A Novel Approach to Curiosity and Explainable Reinforcement Learning via Interpretable Sub-Goals by Connor van Rossum et al
04-15-2021	Detecting Polarized Topics in COVID-19 News Using Partisanship-aware Contextualized Topic Embeddings by Zihao He et al
04-13-2021	Neuro-Symbolic VQA: A review from the perspective of AGI desiderata by Ian Berlot-Attwell
04-14-2021	Towards Explainable Multi-Party Learning: A Contrastive Knowledge Sharing Framework by Yuan Gao et al
04-16-2021	Natural Language Inference with a Human Touch: Using Human Explanations to Guide Model Attention by Joe Stacey et al
04-15-2021	Contrastive Learning with Stronger Augmentations by Xiao Wang et al
04-14-2021	A Hyperbolic-to-Hyperbolic Graph Convolutional Network by Jindou Dai et al
04-15-2021	Cross-domain Speech Recognition with Unsupervised Character-level Distribution Matching by Wenxin Hou et al
04-15-2021	Scale Invariant Solutions for Overdetermined Linear Systems with Applications to Reinforcement Learning by Rahul Madhavan et al
04-14-2021	When and Whom to Collaborate with in a Changing Environment: A Collaborative Dynamic Bandit Solution by Chuanhao Li et al
04-15-2021	Serverless Federated Learning for UAV Networks: Architecture, Challenges, and Opportunities by Yuben Qu et al
04-14-2021	An Explainable Machine Learning-based Network Intrusion Detection System for Enabling Generalisability in Securing IoT Networks by Mohanad Sarhan et al
04-16-2021	Capturing patterns of variation unique to a specific dataset by Robin Tu et al
04-14-2021	DistGNN: Scalable Distributed Training for Large-Scale Graph Neural Networks by Vasimuddin Md et al
04-13-2021	Very Lightweight Photo Retouching Network with Conditional Sequential Modulation by Yihao Liu et al
04-14-2021	Safe Continuous Control with Constrained Model-Based Policy Optimization by Moritz A. Zanger et al
04-13-2021	Gaussian Process Model for Estimating Piecewise Continuous Regression Functions by Chiwoo Park
04-15-2021	Continual Learning for Fake Audio Detection by Haoxin Ma et al
04-15-2021	Speaker Attentive Speech Emotion Recognition by Clément Le Moine et al
04-16-2021	Higher-Order Attribute-Enhancing Heterogeneous Graph Neural Networks by Jianxin Li et al
04-16-2021	To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning by Lukas Lange et al
04-13-2021	BlockGNN: Towards Efficient GNN Acceleration Using Block-Circulant Weight Matrices by Zhe Zhou et al
04-15-2021	Fast Private Parameter Learning and Evaluation for Sum-Product Networks by Ernst Althaus et al
04-16-2021	CSAFL: A Clustered Semi-Asynchronous Federated Learning Framework by Yu Zhang et al
04-16-2021	Data Augmentation for Voice-Assistant NLU using BERT-based Interchangeable Rephrase by Akhila Yerukola et al
04-15-2021	Lorentzian Graph Convolutional Networks by Yiding Zhang et al
04-16-2021	Holmes: An Efficient and Lightweight Semantic Based Anomalous Email Detector by Peilun Wu et al
04-15-2021	Learning Users confidence for active learning by Devis Tuia et al
04-15-2021	PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models by Benedek Rozemberczki et al
04-13-2021	TASAC: Temporally Abstract Soft Actor-Critic for Continuous Control by Haonan Yu et al
04-16-2021	Why Machine Learning Integrated Patient Flow Simulation? by Tesfamariam M. Abuhay et al
04-16-2021	NoisyCUR: An algorithm for two-cost budgeted matrix completion by Dong Hu et al
04-16-2021	FedCom: A Byzantine-Robust Local Model Aggregation Rule Using Data Commitment for Federated Learning by Bo Zhao et al
04-16-2021	Interval-censored Hawkes processes by Marian-Andrei Rizoiu et al
04-16-2021	Achieving differential privacy for kk-nearest neighbors based outlier detection by data partitioning by Jens Rauch et al
04-16-2021	Improving Hyper-Relational Knowledge Graph Completion by Donghan Yu et al
04-14-2021	Design of an Efficient, Ease-of-use and Affordable Artificial Intelligence based Nucleic Acid Amplification Diagnosis Technology for Tuberculosis and Multi-drug Resistant Tuberculosis by Arastu Sharma et al
04-16-2021	An Empirical Study of Extrapolation in Text Generation with Scalar Control by Aashi Jain et al
04-13-2021	Fall of Giants: How popular text-based MLaaS fall against a simple evasion attack by Luca Pajola et al
04-15-2021	Efficient Ring-topology Decentralized Federated Learning with Deep Generative Models for Industrial Artificial Intelligent by Zhao Wang et al
04-16-2021	Split Learning Meets Koopman Theory for Wireless Remote Monitoring and Prediction by Abanoub M. Girgis et al
04-16-2021	MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning by Mengzhou Xia et al
04-15-2021	Ridge Regression Neural Network for Pediatric Bone Age Assessment by Ibrahim Salim et al
04-14-2021	The Role of Cross-Silo Federated Learning in Facilitating Data Sharing in the Agri-Food Sector by Aiden Durrant et al
04-14-2021	Quadratic GCN for Graph Classification by Omer Nagar et al
04-15-2021	OneLog: Towards End-to-End Training in Software Log Anomaly Detection by Shayan Hashemi et al
04-13-2021	Joint Negative and Positive Learning for Noisy Labels by Youngdong Kim et al
04-16-2021	OpenCSI: An Open-Source Dataset for Indoor Localization Using CSI-Based Fingerprinting by Arthur Gassner et al
04-14-2021	Audio feature ranking for sound-based COVID-19 patient detection by Julia A. Meister et al
04-13-2021	Subgoal-based Reward Shaping to Improve Efficiency in Reinforcement Learning by Takato Okudo et al
04-15-2021	Random Persistence Diagram Generation by Farzana Nasrin et al
04-13-2021	A Review of Anonymization for Healthcare Data by Iyiola E. Olatunji et al
04-13-2021	Learning by example: fast reliability-aware seismic imaging with normalizing flows by Ali Siahkoohi et al
04-14-2021	On the Design of Deep Priors for Unsupervised Audio Restoration by Vivek Sivaraman Narayanaswamy et al
04-15-2021	Multiple feature fusion-based video face tracking for IoT big data by Tianping Li et al
04-13-2021	Optimizing the Long-Term Average Reward for Continuing MDPs: A Technical Report by Chao Xu et al
04-14-2021	Resource Rationing for Wireless Federated Learning: Concept, Benefits, and Challenges by Cong Shen et al

04-13-2021	Maximum Entropy Auto-Encoding by Paul M Baggenstoss
04-15-2021	On the Importance of Trust in Next-Generation Networked CPS Systems: An AI Perspective by Anousheh Gholami et al
04-15-2021	QuickLoc: Adaptive Deep-Learning for Fast Indoor Localization with Mobile Devices by Saideep Tiku et al
04-16-2021	Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks by Hao Peng et al
04-15-2021	Sparse online relative similarity learning by Dezhong Yao et al
04-16-2021	Adaptive Robust Model Predictive Control with Matched and Unmatched Uncertainty by Rohan Sinha et al
04-13-2021	Finite Volume Neural Network: Modeling Subsurface Contaminant Transport by Timothy Praditia et al
04-13-2021	Deep Deterministic Path Following by Georg Hess et al
04-15-2021	Multi-Agent Reinforcement Learning Based Coded Computation for Mobile Ad Hoc Computing by Baoqian Wang et al
04-14-2021	BROADCAST: Reducing Both Stochastic and Compression Noise to Robustify Communication-Efficient Federated Learning by Heng Zhu et al
04-13-2021	Inference of cell dynamics on perturbation data using adjoint sensitivity by Weiqi Ji et al
04-13-2021	A State-of-the-art Survey of Artificial Neural Networks for Whole-slide Image Analysis:from Popular Convolutional Neural Networks to Potential Visual Transformers by Chen Li et al
04-14-2021	Towards an Interpretable Data-driven Trigger System for High-throughput Physics Facilities by Chinmaya Mahesh et al
04-14-2021	Multi-Party Dual Learning by Maoguo Gong et al
04-14-2021	Process Outcome Prediction: CNN vs. LSTM (with Attention) by Hans Weytjens et al
04-15-2021	Estimation of atrial fibrillation from lead-I ECGs: Comparison with cardiologists and machine learning model (CurAlive), a clinical validation study by N. Korucuk et al
04-14-2021	WiFiNet: WiFi-based indoor localisation using CNNs by Noelia Hernández et al
04-13-2021	Reward Shaping with Subgoals for Social Navigation by Takato Okudo et al
04-13-2021	Which Hyperparameters to Optimise? An Investigation of Evolutionary Hyperparameter Optimisation in Graph Neural Network For Molecular Property Prediction by Yingfang Yuan et al
04-15-2021	FedSAE: A Novel Self-Adaptive Federated Learning Framework in Heterogeneous Systems by Li Li et al
04-15-2021	Variational Inference for Category Recommendation in E-Commerce platforms by Ramasubramanian Balasubramanian et al
04-13-2021	Comparison and Analysis of Deep Audio Embeddings for Music Emotion Recognition by Eunjeong Koh et al
04-13-2021	Reward Shaping with Dynamic Trajectory Aggregation by Takato Okudo et al
04-14-2021	Data-driven Actuator Selection for Artificial Muscle-Powered Robots by Taylor West Henderson et al
04-13-2021	Mitigating Adversarial Attack for Compute-in-Memory Accelerator Utilizing On-chip Finetune by Shanshi Huang et al
04-15-2021	Collective Iterative Learning Control: Exploiting Diversity in Multi-Agent Systems for Reference Tracking Tasks by Michael Meindl et al
04-13-2021	LioNets: A Neural-Specific Local Interpretation Technique Exploiting Penultimate Layer Information by Ioannis Mollas et al
04-13-2021	Solving weakly supervised regression problem using low-rank manifold regularization by Vladimir Berikov et al
04-15-2021	Machine Learning Approaches for Type 2 Diabetes Prediction and Care Management by Aloysius Lim et al
04-13-2021	AutoOED: Automated Optimal Experiment Design Platform by Yunsheng Tian et al
04-15-2021	Ontology-based Feature Selection: A Survey by Konstantinos Sikelis et al
04-13-2021	Tracking translation invariance in CNNs by Johannes C. Myburgh et al
04-13-2021	Recurrent Equilibrium Networks: Unconstrained Learning of Stable and Robust Dynamical Models by Max Revay et al
04-15-2021	A Novel Hybrid Deep Learning Approach for Non-Intrusive Load Monitoring of Residential Appliance Based on Long Short Term Memory and Convolutional Neural Networks by Sobhan Naderian
04-15-2021	Piecewise-linear modelling with feature selection for Li-ion battery end of life prognosis by Samuel Greenbank et al
04-15-2021	Bayesian and Dempster-Shafer models for combining multiple sources of evidence in a fraud detection system by Fabrice Daniel
04-15-2021	SGL: Spectral Graph Learning from Measurements by Zhuo Feng
04-15-2021	Personalized Semi-Supervised Federated Learning for Human Activity Recognition by Claudio Bettini et al
04-13-2021	Sample-based and Feature-based Federated Learning via Mini-batch SSCA by Chencheng Ye et al
04-15-2021	An L2L2 Analysis of Reinforcement Learning in High Dimensions with Kernel and Neural Network Approximation by Jihao Long et al
04-15-2021	Geometry encoding for numerical simulations by Amir Maleki et al
04-13-2021	Conclusive Local Interpretation Rules for Random Forests by Ioannis Mollas et al
04-13-2021	Sequential Ski Rental Problem by Anant Shah et al
04-13-2021	Model Learning with Personalized Interpretability Estimation (ML-PIE) by Marco Virgolin et al
04-13-2021	Probing Negative Sampling Strategies to Learn GraphRepresentations via Unsupervised Contrastive Learning by Shiyi Chen et al
04-15-2021	Skeletal Feature Compensation for Imitation Learning with Embodiment Mismatch by Eddy Hudson et al
04-16-2021	Predicting the Binding of SARS-CoV-2 Peptides to the Major Histocompatibility Complex with Recurrent Neural Networks by Johanna Vielhaben et al
04-15-2021	Higgs analysis with quantum classifiers by Vasileios Belis et al
04-16-2021	Hop-Count Based Self-Supervised Anomaly Detection on Attributed Networks by Tianjin Huang et al
04-13-2021	Temporal EigenPAC for dyslexia diagnosis by Nicolás Gallego-Molina et al
04-14-2021	Root-finding Approaches for Computing Conformal Prediction Set by Eugene Ndiaye et al
04-13-2021	The Impact of Activation Sparsity on Overfitting in Convolutional Neural Networks by Karim Huesmann et al
04-13-2021	Multivariate Deep Evidential Regression by Nis Meinert et al
04-13-2021	Adversarial autoencoders and adversarial LSTM for improved forecasts of urban air pollution simulations by César Quilodrán-Casas et al
04-15-2021	Micro-Estimates of Wealth for all Low- and Middle-Income Countries by Guanghua Chi et al
04-15-2021	Estimating and Improving Dynamic Treatment Regimes With a Time-Varying Instrumental Variable by Shuxiao Chen et al
04-15-2021	Machine Learning and Glioblastoma: Treatment Response Monitoring Biomarkers in 2021 by Thomas Booth et al
04-13-2021	Hierarchical Adaptive Pooling by Capturing High-order Dependency for Graph Representation Learning by Ning Liu et al
04-13-2021	Multiple regression techniques for modeling dates of first performances of Shakespeare-era plays by Pablo Moscato et al
04-13-2021	Data-Driven Reinforcement Learning for Virtual Character Animation Control by Vihanga Gamage et al