2021.11.22 Learning papers

11-18-2021	Merging Models with Fisher-Weighted Averaging by Michael Matena et al
11-18-2021	Training Neural Networks with Fixed Sparse Masks by Yi-Lin Sung et al
11-19-2021	Resilience from Diversity: Population-based approach to harden models against adversarial attacks by Jasser Jasser et al
11-16-2021	Robust recovery for stochastic block models by Jingqiu Ding et al
11-16-2021	Rank-Regret Minimization by Xingxing Xiao et al
11-19-2021	Non asymptotic bounds in asynchronous sum-weight gossip protocols by David Picard et al
11-16-2021	DataCLUE: A Benchmark Suite for Data-centric NLP by Liang Xu et al
11-19-2021	Composite Goodness-of-fit Tests with Kernels by Oscar Key et al
11-19-2021	A 3D 2D convolutional Neural Network Model for Hyperspectral Image Classification by Jiaxin Cao et al
11-16-2021	FAIRLEARN:Configurable and Interpretable Algorithmic Fairness by Ankit Kulshrestha et al
11-17-2021	Self-Attending Task Generative Adversarial Network for Realistic Satellite Image Creation by Nathan Toner et al
11-17-2021	Exploring Unsupervised Learning Methods for Automated Protocol Analysis by Arijit Dasgupta et al
11-19-2021	Defeating Catastrophic Forgetting via Enhanced Orthogonal Weights Modification by Yanni Li et al
11-17-2021	Dynamically pruning segformer for efficient semantic segmentation by Haoli Bai et al
11-17-2021	Low Precision Decentralized Distributed Training with Heterogeneous Data by Sai Aparna Aketi et al
11-16-2021	Solving Probability and Statistics Problems by Program Synthesis by Leonard Tang et al
11-16-2021	Deep Neural Networks for Rank-Consistent Ordinal Regression Based On Conditional Probabilities by Xintong Shi et al
11-17-2021	Unsupervised Spectral Unmixing For Telluric Correction Using A Neural Network Autoencoder by Rune D. Kjærsgaard et al
11-17-2021	Three approaches to supervised learning for compositional data with pairwise logratios by Germa Coenders et al
11-17-2021	A Generalized Proportionate-Type Normalized Subband Adaptive Filter by Kuan-Lin Chen et al
11-16-2021	Polymatrix Competitive Gradient Descent by Jeffrey Ma et al
11-16-2021	Grounding Psychological Shape Space in Convolutional Neural Networks by Lucas Bechberger et al
11-16-2021	CNN Filter Learning from Drawn Markers for the Detection of Suggestive Signs of COVID-19 in CT Images by Azael M. Sousa et al
11-19-2021	ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation by Laurynas Karazija et al
11-16-2021	Switching Recurrent Kalman Networks by Giao Nguyen-Quynh et al
11-18-2021	UN-AVOIDS: Unsupervised and Nonparametric Approach for Visualizing Outliers and Invariant Detection Scoring by Waleed A. Yousef et al
11-19-2021	Graph Neural Networks with Feature and Structure Aware Random Walk by Wei Zhuo et al
11-19-2021	A Large Scale Benchmark for Individual Treatment Effect Prediction and Uplift Modeling by Eustache Diemert et al
11-18-2021	Embeddings and labeling schemes for A* by Talya Eden et al
11-19-2021	Uniform Brackets, Containers, and Combinatorial Macbeath Regions by Kunal Dutta et al
11-16-2021	CleanRL: High-quality Single-file Implementations of Deep Reinforcement Learning Algorithms by Shengyi Huang et al
11-16-2021	Who Decides if AI is Fair? The Labels Problem in Algorithmic Auditing by Abhilash Mishra et al
11-19-2021	Learning in High-Dimensional Feature Spaces Using ANOVA-Based Fast Matrix-Vector Multiplication by Franziska Nestler et al
11-18-2021	Towards Intelligibility-Oriented Audio-Visual Speech Enhancement by Tassadaq Hussain et al
11-18-2021	Complex Terrain Navigation via Model Error Prediction by Adam Polevoy et al
11-18-2021	MS-nowcasting: Operational Precipitation Nowcasting with Convolutional LSTMs at Microsoft Weather by Sylwester Klocek et al
11-18-2021	Enhanced Membership Inference Attacks against Machine Learning Models by Jiayuan Ye et al
11-18-2021	Subspace Graph Physics: Real-Time Rigid Body-Driven Granular Flow Simulation by Amin Haeri et al
11-17-2021	Data-driven discovery of B\acklund transforms and soliton evolution equations via deep neural network learning schemes by Zijian Zhou et al
11-17-2021	Traversing the Local Polytopes of ReLU Neural Networks: A Unified Approach for Network Verification by Shaojie Xu et al
11-17-2021	A Vertical Federated Learning Method For Multi-Institutional Credit Scoring: MICS by Yusuf Efe
11-18-2021	Dynamic-TinyBERT: Boost TinyBERTs Inference Efficiency by Dynamic Sequence Length by Shira Guskin et al
11-16-2021	Enabling equivariance for arbitrary Lie groups by Lachlan E. MacDonald et al
11-17-2021	Its About Time: Analog Clock Reading in the Wild by Charig Yang et al
11-19-2021	Expert-Guided Symmetry Detection in Markov Decision Processes by Giorgio Angelotti et al
11-16-2021	A Unified and Fast Interpretable Model for Predictive Analytics by Rui Ding et al
11-16-2021	WikiContradiction: Detecting Self-Contradiction Articles on Wikipedia by Cheng Hsu et al
11-18-2021	ExoMiner: A Highly Accurate and Explainable Deep Learning Classifier to Mine Exoplanets by Hamed Valizadegan et al
11-17-2021	Network Generation with Differential Privacy by Xu Zheng et al
11-17-2021	Learning Free-Surface Flow with Physics-Informed Neural Networks by Raphael Leiteritz et al
11-16-2021	SEIHAI: A Sample-efficient Hierarchical AI for the MineRL Competition by Hangyu Mao et al
11-17-2021	L4-Norm Weight Adjustments for Converted Spiking Neural Networks by Jason Allred et al
11-19-2021	Meta Adversarial Perturbations by Chia-Hung Yuan et al
11-16-2021	Selective Ensembles for Consistent Predictions by Emily Black et al
11-17-2021	Uncertainty Quantification of Surrogate Explanations: an Ordinal Consensus Approach by Jonas Schulz et al
11-18-2021	Assisted Robust Reward Design by Jerry Zhi-Yang He et al
11-19-2021	Solving Visual Analogies Using Neural Algorithmic Reasoning by Atharv Sonwane et al
11-17-2021	Smart Data Representations: Impact on the Accuracy of Deep Neural Networks by Oliver Neumann et al
11-17-2021	Minimum Bayes Risk Decoding with Neural Metrics of Translation Quality by Markus Freitag et al
11-16-2021	Online Advertising Revenue Forecasting: An Interpretable Deep Learning Approach by Max Würfel et al
11-17-2021	Understanding and Testing Generalization of Deep Networks on Out-of-Distribution Data by Rui Hu et al
11-18-2021	DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing by Pengcheng He et al
11-19-2021	Benchmarking Small-Scale Quantum Devices on Computing Graph Edit Distance by Massimiliano Incudini et al
11-18-2021	Gaussian Determinantal Processes: a new model for directionality in data by Subhro Ghosh et al
11-18-2021	Esophageal virtual disease landscape using mechanics-informed machine learning by Sourav Halder et al
11-16-2021	On Effective Scheduling of Model-based Reinforcement Learning by Hang Lai et al
11-18-2021	A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image Restoration by Théo Bodrito et al
11-17-2021	Interpretable Models via Pairwise permutations algorithm by Troy Maaslandand et al
11-18-2021	Explaining GNN over Evolving Graphs using Information Flow by Yazheng Liu et al
11-19-2021	Analysis of autocorrelation times in Neural Markov Chain Monte Carlo simulations by Piotr Białas et al
11-17-2021	Contrastive Multiview Coding for Enzyme-Substrate Interaction Prediction by Apurva Kalia et al
11-18-2021	CCSL: A Causal Structure Learning Method from Multiple Unknown Environments by Wei Chen et al
11-17-2021	GAETS: A Graph Autoencoder Time Series Approach Towards Battery Parameter Estimation by Edward Elson Kosasih et al
11-16-2021	Covariate Shift in High-Dimensional Random Feature Regression by Nilesh Tripuraneni et al
11-18-2021	Simple but Effective: CLIP Embeddings for Embodied AI by Apoorv Khandelwal et al
11-17-2021	Preference Communication in Multi-Objective Normal-Form Games by Willem Röpke et al
11-19-2021	Combined Scaling for Zero-shot Transfer Learning by Hieu Pham et al
11-16-2021	Federated Learning for Smart Healthcare: A Survey by Dinh C. Nguyen et al
11-17-2021	IV-GNN : Interval Valued Data Handling Using Graph Neural Network by Sucheta Dawn et al
11-16-2021	Mathematical Models for Local Sensing Hashes by Li Wang et al
11-19-2021	Maximum Mean Discrepancy for Generalization in the Presence of Distribution and Missingness Shift by Liwn Ouyang et al
11-19-2021	GRecX: An Efficient and Unified Benchmark for GNN-based Recommendation by Desheng Cai et al
11-19-2021	Toward Compact Parameter Representations for Architecture-Agnostic Neural Network Compression by Yuezhou Sun et al
11-18-2021	A big data intelligence marketplace and secure analytics experimentation platform for the aviation industry by Dimitrios Miltiadou et al
11-19-2021	Xp-GAN: Unsupervised Multi-object Controllable Video Generation by Bahman Rouhani et al
11-17-2021	Aggressive Q-Learning with Ensembles: Achieving Both High Sample Efficiency and High Asymptotic Performance by Yanqiu Wu et al
11-18-2021	Improving Transferability of Representations via Augmentation-Aware Self-Supervision by Hankook Lee et al
11-16-2021	Causal policy ranking by Daniel McNamee et al
11-16-2021	Wyner-Ziv Gradient Compression for Federated Learning by Kai Liang et al
11-19-2021	Unsupervised Visual Time-Series Representation Learning and Clustering by Gaurangi Anand et al
11-17-2021	Attacking Deep Learning AI Hardware with Universal Adversarial Perturbation by Mehdi Sadi et al
11-18-2021	Deep IDA: A Deep Learning Method for Integrative Discriminant Analysis of Multi-View Data with Feature Ranking -- An Application to COVID-19 severity by Jiuzhou Wang et al
11-16-2021	Stronger Generalization Guarantees for Robot Learning by Combining Generative Models and Real-World Data by Abhinav Agarwal et al
11-19-2021	Interpreting deep urban sound classification using Layer-wise Relevance Propagation by Marco Colussi et al
11-17-2021	Gradient flows on graphons: existence, convergence, continuity equations by Sewoong Oh et al
11-17-2021	Sampling To Improve Predictions For Underrepresented Observations In Imbalanced Data by Rune D. Kjærsgaard et al
11-17-2021	GFlowNet Foundations by Yoshua Bengio et al
11-16-2021	Reshaping Smart Energy Transition: An analysis of human-building interactions in Qatar Using Machine Learning Techniques by Rateb Jabbar et al
11-19-2021	Positional Encoder Graph Neural Networks for Geographic Data by Konstantin Klemmer et al
11-18-2021	Learning Robust Output Control Barrier Functions from Safe Expert Demonstrations by Lars Lindemann et al
11-17-2021	Learning to Compose Visual Relations by Nan Liu et al
11-16-2021	SStaGCN: Simplified stacking based graph convolutional networks by Jia Cai et al
11-18-2021	Sketch-based Creativity Support Tools using Deep Learning by Forrest Huang et al
11-16-2021	CLARA: A Constrained Reinforcement Learning Based Resource Allocation Framework for Network Slicing by Yongshuai Liu et al
11-17-2021	ORSA: Outlier Robust Stacked Aggregation for Best- and Worst-Case Approximations of Ensemble Systems\ by Peter Domanski et al
11-18-2021	PyTorchVideo: A Deep Learning Library for Video Understanding by Haoqi Fan et al
11-16-2021	HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data by Hugo Yèche et al
11-17-2021	Do Not Trust Prediction Scores for Membership Inference Attacks by Dominik Hintersdorf et al
11-17-2021	Cross-lingual Low Resource Speaker Adaptation Using Phonological Features by Georgia Maniati et al
11-16-2021	Fairness Testing of Deep Image Classification with Adequacy Metrics by Peixin Zhang et al
11-18-2021	The Prominence of Artificial Intelligence in COVID-19 by MD Abdullah Al Nasim et al
11-17-2021	Fast Rates for Nonparametric Online Learning: From Realizability to Learning in Games by Constantinos Daskalakis et al
11-17-2021	Rapping-Singing Voice Synthesis based on Phoneme-level Prosody Control by Konstantinos Markopoulos et al
11-19-2021	Word-Level Style Control for Expressive, Non-attentive Speech Synthesis by Konstantinos Klapsas et al
11-18-2021	DIVA: Dataset Derivative of a Learning Task by Yonatan Dukler et al
11-18-2021	Edge-preserving Domain Adaptation for semantic segmentation of Medical Images by Thong Vo et al
11-16-2021	Learning Provably Robust Motion Planners Using Funnel Libraries by Ali Ekin Gurgen et al
11-17-2021	Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection by Nicolae-Catalin Ristea et al
11-19-2021	Generalized Decision Transformer for Offline Hindsight Information Matching by Hiroki Furuta et al
11-17-2021	Surrogate-Assisted Genetic Algorithm for Wrapper Feature Selection by Mohammed Ghaith Altarabichi et al
11-16-2021	Automatically detecting anomalous exoplanet transits by Christoph J. Hönes et al
11-17-2021	Multi-Attribute Relation Extraction (MARE) -- Simplifying the Application of Relation Extraction by Lars Klöser et al
11-19-2021	SLUE: New Benchmark Tasks for Spoken Language Understanding Evaluation on Natural Speech by Suwon Shon et al
11-17-2021	Self-Learning Tuning for Post-Silicon Validation by Peter Domanski et al
11-17-2021	Interpreting multi-variate models with setPCA by Nordine Aouni et al
11-16-2021	Transformation of Node to Knowledge Graph Embeddings for Faster Link Prediction in Social Networks by Archit Parnami et al
11-16-2021	Generative Pre-Trained Transformer for Design Concept Generation: An Exploration by Qihao Zhu et al
11-16-2021	Neuron-based Pruning of Deep Neural Networks with Better Generalization using Kronecker Factored Curvature Approximation by Abdolghani Ebrahimi et al
11-18-2021	A Modular 1D-CNN Architecture for Real-time Digital Pre-distortion by Udara De Silva et al
11-19-2021	Randomized Algorithms for Monotone Submodular Function Maximization on the Integer Lattice by Alberto Schiabel et al
11-18-2021	A Survey of Generalisation in Deep Reinforcement Learning by Robert Kirk et al
11-16-2021	CAR -- Cityscapes Attributes Recognition A Multi-category Attributes Dataset for Autonomous Vehicles by Kareem Metwaly et al
11-18-2021	Optimal Simple Regret in Bayesian Best Arm Identification by Junpei Komiyama et al
11-19-2021	Understanding Training-Data Leakage from Gradients in Neural Networks for Image Classification by Cangxiong Chen et al
11-18-2021	Explainable predictions of different machine learning algorithms used to predict Early Stage diabetes by V. Vakil et al
11-19-2021	Prosodic Clustering for Phoneme-level Prosody Control in End-to-End Speech Synthesis by Alexandra Vioni et al

11-16-2021	Inferring halo masses with Graph Neural Networks by Pablo Villanueva-Domingo et al
11-18-2021	Covered Information Disentanglement: Model Transparency via Unbiased Permutation Importance by João Pereira et al
11-17-2021	Augmentation of base classifier performance via HMMs on a handwritten character data set by Hélder Campos et al
11-16-2021	Two-step adversarial debiasing with partial learning -- medical image case-studies by Ramon Correa et al
11-19-2021	Improved Prosodic Clustering for Multispeaker and Speaker-independent Phoneme-level Prosody Control by Myrsini Christidou et al
11-18-2021	IC-U-Net: A U-Net-based Denoising Autoencoder Using Mixtures of Independent Components for Automatic EEG Artifact Removal by Chun-Hsiang Chuang et al
11-16-2021	Bengali Handwritten Grapheme Classification: Deep Learning Approach by Tarun Roy et al
11-18-2021	MCCE: Monte Carlo sampling of realistic counterfactual explanations by Annabelle Redelmeier et al
11-18-2021	Supporting Undotted Arabic with Pre-trained Language Models by Aviad Rom et al
11-16-2021	Deep Distilling: automated code generation using explainable deep learning by Paul J. Blazek et al
11-16-2021	Online Estimation and Optimization of Utility-Based Shortfall Risk by Arvind S. Menon et al
11-17-2021	Personalized Federated Learning through Local Memorization by Othmane Marfoq et al
11-17-2021	Universal Inference Meets Random Projections: A Scalable Test for Log-concavity by Robin Dunn et al
11-19-2021	YMIR: A Rapid Data-centric Development Platform for Vision Applications by Phoenix X. Huang et al
11-16-2021	TorchGeo: deep learning with geospatial data by Adam J. Stewart et al
11-16-2021	GN-Transformer: Fusing Sequence and Graph Representation for Improved Code Summarization by Junyan Cheng et al
11-16-2021	Learning with convolution and pooling operations in kernel methods by Theodor Misiakiewicz et al
11-19-2021	An Expectation-Maximization Perspective on Federated Learning by Christos Louizos et al
11-19-2021	Towards Traffic Scene Description: The Semantic Scene Graph by Maximilian Zipfl et al
11-16-2021	Automatic Semantic Segmentation of the Lumbar Spine. Clinical Applicability in a Multi-parametric and Multi-centre MRI study by Jhon Jairo Saenz-Gamboa et al
11-16-2021	Machine Learning and Ensemble Approach Onto Predicting Heart Disease by Aaditya Surya
11-18-2021	You Only Sample (Almost) Once: Linear Cost Self-Attention Via Bernoulli Sampling by Zhanpeng Zeng et al
11-17-2021	The Application of Zig-Zag Sampler in Sequential Markov Chain Monte Carlo by Yu Han et al
11-19-2021	Evaluating Self and Semi-Supervised Methods for Remote Sensing Segmentation Tasks by Chaitanya Patel et al
11-18-2021	CLMB: deep contrastive learning for robust metagenomic binning by Pengfei Zhang et al
11-16-2021	Single-channel speech separation using Soft-minimum Permutation Invariant Training by Midia Yousefi et al
11-16-2021	Causal Effect Variational Autoencoder with Uniform Treatment by Daniel Jiwoong Im et al
11-16-2021	A Comparative Study on Transfer Learning and Distance Metrics in Semantic Clustering over the COVID-19 Tweets by Elnaz Zafarani-Moattar et al
11-17-2021	Assessing Social Determinants-Related Performance Bias of Machine Learning Models: A case of Hyperchloremia Prediction in ICU Population by Songzi Liu et al
11-17-2021	Trustworthy Long-Tailed Classification by Bolian Li et al
11-17-2021	Features selection in NBA outcome prediction through Deep Learning by Manlio Migliorati
11-17-2021	On the Effectiveness of Iterative Learning Control by Anirudh Vemula et al
11-16-2021	Pre-training Graph Neural Network for Cross Domain Recommendation by Chen Wang et al
11-17-2021	High Quality Streaming Speech Synthesis with Low, Sentence-Length-Independent Latency by Nikolaos Ellinas et al
11-17-2021	Fast BATLLNN: Fast Box Analysis of Two-Level Lattice Neural Networks by James Ferlez et al
11-16-2021	Jump Interval-Learning for Individualized Decision Making by Hengrui Cai et al
11-16-2021	A GNN-RNN Approach for Harnessing Geospatial and Temporal Information: Application to Crop Yield Prediction by Joshua Fan et al
11-18-2021	DeepGuard: A Framework for Safeguarding Autonomous Driving Systems from Inconsistent Behavior by Manzoor Hussain et al
11-16-2021	UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection by Andra Acsintoae et al
11-16-2021	Multi-Centroid Hyperdimensional Computing Approach for Epileptic Seizure Detection by Una Pale et al
11-19-2021	Policy Gradient Approach to Compilation of Variational Quantum Circuits by David A. Herrera-Martí
11-16-2021	Assessing Deep Neural Networks as Probability Estimators by Yu Pan et al
11-19-2021	Uncertainty-aware Low-Rank Q-Matrix Estimation for Deep Reinforcement Learning by Tong Sang et al
11-18-2021	A Secure Experimentation Sandbox for the design and execution of trusted and secure analytics in the aviation domain by Dimitrios Miltiadou et al
11-16-2021	FedCostWAvg: A new averaging for better Federated Learning by Leon Mächler et al
11-19-2021	DeepQR: Neural-based Quality Ratings for Learnersourced Multiple-Choice Questions by Lin Ni et al
11-16-2021	Outlier Detection as Instance Selection Method for Feature Selection in Time Series Classification by David Cemernek
11-18-2021	Differentiable Wavetable Synthesis by Siyuan Shan et al
11-16-2021	Adjoint-Matching Neural Network Surrogates for Fast 4D-Var Data Assimilation by Austin Chennault et al
11-18-2021	Modeling Flash Memory Channels Using Conditional Generative Nets by Simeng Zheng et al
11-18-2021	A transformer-based model for default prediction in mid-cap corporate markets by Kamesh Korangi et al
11-19-2021	The Joy of Neural Painting by Ernesto Diaz-Aviles et al
11-17-2021	SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness by Jongheon Jeong et al
11-18-2021	Second-Order Mirror Descent: Convergence in Games Beyond Averaging and Discounting by Bolin Gao et al
11-16-2021	Thoughts on the Consistency between Ricci Flow and Neural Network Behavior by Jun Chen et al
11-17-2021	Sustainable Artificial Intelligence through Continual Learning by Andrea Cossu et al
11-16-2021	How and When Random Feedback Works: A Case Study of Low-Rank Matrix Factorization by Shivam Garg et al
11-17-2021	Differentially Private Federated Learning on Heterogeneous Data by Maxence Noble et al
11-16-2021	Non-separable Spatio-temporal Graph Kernels via SPDEs by Alexander Nikitin et al
11-18-2021	Learning To Estimate Regions Of Attraction Of Autonomous Dynamical Systems Using Physics-Informed Neural Networks by Cody Scharzenberger et al
11-18-2021	Loss Functions for Discrete Contextual Pricing with Observational Data by Max Biggs et al
11-16-2021	NVIDIA NeMo Neural Machine Translation Systems for English-German and English-Russian News and Biomedical Tasks at WMT21 by Sandeep Subramanian et al
11-19-2021	Physics-enhanced Neural Networks in the Small Data Regime by Jonas Eichelsdörfer et al
11-16-2021	SMACE: A New Method for the Interpretability of Composite Decision Systems by Gianluigi Lopardo et al
11-16-2021	Random Graph-Based Neuromorphic Learning with a Layer-Weaken Structure by Ruiqi Mao et al
11-16-2021	Multiclass Optimal Classification Trees with SVM-splits by Víctor Blanco et al
11-19-2021	Fast and Data-Efficient Training of Rainbow: an Experimental Study on Atari by Dominik Schmidt et al
11-16-2021	Machine Learning Assisted Approach for Security-Constrained Unit Commitment by Arun Venkatesh Ramesh et al
11-17-2021	The Peoples Speech: A Large-Scale Diverse English Speech Recognition Dataset for Commercial Usage by Daniel Galvez et al
11-19-2021	Ubi-SleepNet: Advanced Multimodal Fusion Techniques for Three-stage Sleep Classification Using Ubiquitous Sensing by Bing Zhai et al
11-16-2021	Bayesian Optimization for Cascade-type Multi-stage Processes by Shunya Kusakawa et al
11-19-2021	An Asymptotic Equivalence between the Mean-Shift Algorithm and the Cluster Tree by Ery Arias-Castro et al
11-17-2021	Cryo-shift: Reducing domain shift in cryo-electron subtomograms with unsupervised domain adaptation and randomization by Hmrishav Bandyopadhyay et al
11-17-2021	A Novel Optimized Asynchronous Federated Learning Framework by Zhicheng Zhou et al
11-19-2021	Assessment of Fetal and Maternal Well-Being During Pregnancy Using Passive Wearable Inertial Sensor by Eranda Somathilake et al
11-17-2021	Airport Taxi Time Prediction and Alerting: A Convolutional Neural Network Approach by Erik Vargo et al
11-18-2021	C-OPH: Improving the Accuracy of One Permutation Hashing (OPH) with Circulant Permutations by Xiaoyun Li et al
11-18-2021	From Optimality to Robustness: Dirichlet Sampling Strategies in Stochastic Bandits by Dorian Baudry et al
11-18-2021	Exploring the Limits of Epistemic Uncertainty Quantification in Low-Shot Settings by Matias Valdenegro-Toro
11-18-2021	Reinforcement Learning on Human Decision Models for Uniquely Collaborative AI Teammates by Nicholas Kantack
11-19-2021	Instance-Adaptive Video Compression: Improving Neural Codecs by Training on the Test Set by Ties van Rozendaal et al
11-18-2021	On the Effectiveness of Sparsification for Detecting the Deep Unknowns by Yiyou Sun et al
11-19-2021	Posterior concentration and fast convergence rates for generalized Bayesian learning by Lam Si Tung Ho et al
11-19-2021	Data imputation and comparison of custom ensemble models with existing libraries like XGBoost, Scikit learn, etc. for Predictive Equipment failure by Tejas Y. Deo
11-19-2021	Exposing Weaknesses of Malware Detectors with Explainability-Guided Evasion Attacks by Wei Wang et al
11-16-2021	Sequential Community Mode Estimation by Shubham Anand Jain et al
11-16-2021	Utilizing Textual Reviews in Latent Factor Models for Recommender Systems by Tatev Karen Aslanyan et al
11-18-2021	Achievability and Impossibility of Exact Pairwise Ranking by Yihan He
11-18-2021	CSI Clustering with Variational Autoencoding by Michael Baur et al
11-16-2021	INTERN: A New Learning Paradigm Towards General Vision by Jing Shao et al
11-16-2021	On the Potential of Execution Traces for Batch Processing Workload Optimization in Public Clouds by Dominik Scheinert et al
11-17-2021	MPF6D: Masked Pyramid Fusion 6D Pose Estimation by Nuno Pereira et al
11-17-2021	BLOOM-Net: Blockwise Optimization for Masking Networks Toward Scalable and Efficient Speech Enhancement by Sunwoo Kim et al
11-17-2021	MEDCOD: A Medically-Accurate, Emotive, Diverse, and Controllable Dialog System by Rhys Compton et al
11-19-2021	Fooling Adversarial Training with Inducing Noise by Zhirui Wang et al
11-18-2021	How Emotionally Stable is ALBERT? Testing Robustness with Stochastic Weight Averaging on a Sentiment Analysis Task by Urja Khurana et al
11-17-2021	FLSys: Toward an Open Ecosystem for FederatedLearning Mobile Apps by Han Hu et al
11-17-2021	LVAC: Learned Volumetric Attribute Compression for Point Clouds using Coordinate Based Networks by Berivan Isik et al
11-16-2021	Machine Learning-Based Assessment of Energy Behavior of RC Shear Walls by Berkay Topaloglu et al
11-17-2021	Secure Federated Learning for Residential Short Term Load Forecasting by Joaquin Delgado Fernandez et al
11-17-2021	Compositional Transformers for Scene Generation by Drew A. Hudson et al
11-17-2021	Quantum-Assisted Support Vector Regression for Detecting Facial Landmarks by Archismita Dalal et al
11-18-2021	A Review of Adversarial Attack and Defense for Classification Methods by Yao Li et al
11-18-2021	Beyond NDCG: behavioral testing of recommender systems with RecList by Patrick John Chia et al
11-18-2021	Successor Feature Landmarks for Long-Horizon Goal-Conditioned Reinforcement Learning by Christopher Hoang et al
11-19-2021	On the power of adaptivity in statistical adversaries by Guy Blanc et al
11-19-2021	Towards Efficiently Evaluating the Robustness of Deep Neural Networks in IoT Systems: A GAN-based Method by Tao Bai et al
11-19-2021	DSPoint: Dual-scale Point Cloud Recognition with High-frequency Fusion by Renrui Zhang et al
11-16-2021	Project CGX: Scalable Deep Learning on Commodity GPUs by Ilia Markov et al
11-16-2021	GNN-DSE: Automated Accelerator Optimization Aided by Graph Neural Networks by Atefeh Sohrabizadeh et al
11-16-2021	Robustness of Bayesian Neural Networks to White-Box Adversarial Attacks by Adaku Uchendu et al
11-16-2021	Stochastic Extragradient: General Analysis and Improved Rates by Eduard Gorbunov et al
11-18-2021	LAnoBERT : System Log Anomaly Detection based on BERT Masked Language Model by Yukyung Lee et al
11-17-2021	Docking-based Virtual Screening with Multi-Task Learning by Zijing Liu et al
11-16-2021	Interpretable and Fair Boolean Rule Sets via Column Generation by Connor Lawless et al
11-16-2021	Inference-Time Personalized Federated Learning by Ohad Amosy et al
11-16-2021	Machine Learning-Assisted Analysis of Small Angle X-ray Scattering by Piotr Tomaszewski et al
11-17-2021	Fast Yet Effective Machine Unlearning by Ayush K Tarun et al
11-16-2021	Max-Min Grouped Bandits by Zhenlin Wang et al
11-16-2021	Label efficient two-sample test by Weizhi Li et al
11-16-2021	HADFL: Heterogeneity-aware Decentralized Federated Learning Framework by Jing Cao et al
11-19-2021	Over-the-Air Federated Learning with Retransmissions (Extended Version) by Henrik Hellström et al
11-19-2021	Pointer over Attention: An Improved Bangla Text Summarization Approach Using Hybrid Pointer Generator Network by Nobel Dhar et al
11-17-2021	Subject Enveloped Deep Sample Fuzzy Ensemble Learning Algorithm of Parkinsons Speech Data by Yiwen Wang et al
11-16-2021	CVSS-BERT: Explainable Natural Language Processing to Determine the Severity of a Computer Security Vulnerability from its Description by Mustafizur Shahid et al
11-16-2021	Reinforcement Learning with Feedback from Multiple Humans with Diverse Skills by Taku Yamagata et al
11-18-2021	Wiggling Weights to Improve the Robustness of Classifiers by Sadaf Gulshad et al
11-16-2021	Interpreting Language Models Through Knowledge Graph Extraction by Vinitra Swamy et al
11-19-2021	Adversarial Deep Learning for Online Resource Allocation by Bingqian Du et al
11-19-2021	Enhanced countering adversarial attacks via input denoising and feature restoring by Yanni Li et al
11-16-2021	Investigating Conversion from Mild Cognitive Impairment to Alzheimers Disease using Latent Space Manipulation by Deniz Sezin Ayvaz et al
11-18-2021	Causal Forecasting:Generalization Bounds for Autoregressive Models by Leena Chennuru Vankadara et al
11-19-2021	Grounded Situation Recognition with Transformers by Junhyeong Cho et al
11-16-2021	PredProp: Bidirectional Stochastic Optimization with Precision Weighted Predictive Coding by André Ofner et al
11-17-2021	Single-pass Object-adaptive Data Undersampling and Reconstruction for MRI by Zhishen Huang et al
11-16-2021	Towards Generating Real-World Time Series Data by Hengzhi Pei et al