2021.7.5 Learning papers

06-29-2021	Regularized OFU: an Efficient UCB Estimator forNon-linear Contextual Bandit by Yichi Zhou et al
06-30-2021	Inverse Design of Grating Couplers Using the Policy Gradient Method from Reinforcement Learning by Sean Hooten et al
07-01-2021	Implicit Acceleration and Feature Learning in Infinitely Wide Neural Networks with Bottlenecks by Etai Littwin et al
06-29-2021	DCASE 2021 Task 3: Spectrotemporally-aligned Features for Polyphonic Sound Event Localization and Detection by Thi Ngoc Tho Nguyen et al
06-29-2021	Evolving-Graph Gaussian Processes by David Blanco-Mulero et al
06-30-2021	Exploring Robustness of Neural Networks through Graph Measures by Asim Waqas et al
07-02-2021	SocialAI: Benchmarking Socio-Cognitive Abilities in Deep Reinforcement Learning Agents by Grgur Kovač et al
07-02-2021	Simpler, Faster, Stronger: Breaking The log-K Curse On Contrastive Learners With FlatNCE by Junya Chen et al
06-29-2021	An Ambient Intelligence-Based Human Behavior Monitoring Framework for Ubiquitous Environments by Nirmalya Thakur et al
07-01-2021	Interactive Causal Structure Discovery in Earth System Sciences by Laila Melkas et al
07-01-2021	CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows by Xiaoyi Dong et al
07-02-2021	Theory of Deep Convolutional Neural Networks III: Approximating Radial Functions by Tong Mao et al
07-01-2021	Neural Task Success Classifiers for Robotic Manipulation from Few Real Demonstrations by Abdalkarim Mohtasib et al
06-29-2021	Approximate Frank-Wolfe Algorithms over Graph-structured Support Sets by Baojian Zhou et al
07-01-2021	Policy Transfer across Visual and Dynamics Domain Gaps via Iterative Grounding by Grace Zhang et al
06-30-2021	AdaGDA: Faster Adaptive Gradient Descent Ascent Methods for Minimax Optimization by Feihu Huang et al
06-30-2021	Analytic Insights into Structure and Rank of Neural Network Hessian Maps by Sidak Pal Singh et al
07-01-2021	A Survey on Graph-Based Deep Learning for Computational Histopathology by David Ahmedt-Aristizabal et al
06-30-2021	Dep-L0L0: Improving L0L0-based Network Sparsification via Dependency Modeling by Yang Li et al
06-29-2021	GANSpeech: Adversarial Training for High-Fidelity Multi-Speaker Speech Synthesis by Jinhyeok Yang et al
06-29-2021	A Mechanism for Producing Aligned Latent Spaces with Autoencoders by Saachi Jain et al
06-29-2021	Limited depth bandit-based strategy for Monte Carlo planning in continuous action spaces by Ricardo Quinteiro et al
06-30-2021	Interventional Assays for the Latent Space of Autoencoders by Felix Leeb et al
06-29-2021	Achieving Statistical Optimality of Federated Learning: Beyond Stationary Points by Lili Su et al
06-29-2021	Counterfactual Explanations for Arbitrary Regression Models by Thomas Spooner et al
07-02-2021	A Novel Deep Reinforcement Learning Based Stock Direction Prediction using Knowledge Graph and Community Aware Sentiments by Anil Berk Altuner et al
06-30-2021	Classical Planning in Deep Latent Space by Masataro Asai et al
06-29-2021	Structure-aware reinforcement learning for node-overload protection in mobile edge computing by Anirudha Jitani et al
06-29-2021	Attentive Neural Processes and Batch Bayesian Optimization for Scalable Calibration of Physics-Informed Digital Twins by Ankush Chakrabarty et al
06-29-2021	Sounds of COVID-19: exploring realistic performance of audio-based digital testing by Jing Han et al
07-02-2021	Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation by Chen Chen et al
07-02-2021	Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization by Qing Guo et al
07-02-2021	Ensemble of Loss Functions to Improve Generalizability of Deep Metric Learning methods by Davood Zabihzadeh
06-30-2021	Edge Representation Learning with Hypergraphs by Jaehyeong Jo et al
07-01-2021	Stabilizing Deep Q-Learning with ConvNets and Vision Transformers under Data Augmentation by Nicklas Hansen et al
07-02-2021	Toward Robust Drug-Target Interaction Prediction via Ensemble Modeling and Transfer Learning by Po-Yu Kao et al
07-02-2021	A\c{C}AI: Ascent Similarity Caching with Approximate Indexes by Tareq Si Salem et al
06-29-2021	Unaware Fairness: Hierarchical Random Forest for Protected Classes by Xian Li
07-01-2021	DivergentNets: Medical Image Segmentation by Network Ensemble by Vajira Thambawita et al
07-02-2021	Unveiling the structure of wide flat minima in neural networks by Carlo Baldassi et al
06-29-2021	The Threat of Offensive AI to Organizations by Yisroel Mirsky et al
07-01-2021	SA-MATD3:Self-attention-based multi-agent continuous control method in cooperative environments by Kai Liu et al
06-29-2021	Zoo-Tuning: Adaptive Transfer from a Zoo of Models by Yang Shu et al
06-29-2021	Privacy Budget Scheduling by Tao Luo et al
06-29-2021	Detecting Cattle and Elk in the Wild from Space by Caleb Robinson et al
06-29-2021	Certifiable Machine Unlearning for Linear Models by Ananth Mahadevan et al
06-29-2021	Optimal Rates for Random Order Online Optimization by Uri Sherman et al
06-29-2021	Subgroup Generalization and Fairness of Graph Neural Networks by Jiaqi Ma et al
06-29-2021	Diff2Dist: Learning Spectrally Distinct Edge Functions, with Applications to Cell Morphology Analysis by Cory Braker Scott et al
06-29-2021	ElephantBook: A Semi-Automated Human-in-the-Loop System for Elephant Re-Identification by Peter Kulits et al
06-29-2021	Curvature Graph Neural Network by Haifeng Li et al
06-29-2021	Machine learning for plant microRNA prediction: A systematic review by Shyaman Jayasundara et al
06-29-2021	Leveraging Static Models for Link Prediction in Temporal Knowledge Graphs by Wessel Radstok et al
07-02-2021	Generalized Multivariate Signs for Nonparametric Hypothesis Testing in High Dimensions by Subhabrata Majumdar et al
06-30-2021	Robust and Interpretable Temporal Convolution Network for Event Detection in Lung Sound Recordings by Tharindu Fernando et al
06-30-2021	The Evolution of Out-of-Distribution Robustness Throughout Fine-Tuning by Anders Andreassen et al
07-02-2021	Vox Populi, Vox DIY: Benchmark Dataset for Crowdsourced Audio Transcription by Nikita Pavlichenko et al
06-30-2021	Augmented Shortcuts for Vision Transformers by Yehui Tang et al
07-01-2021	Using Anomaly Feature Vectors for Detecting, Classifying and Warning of Outlier Adversarial Examples by Nelson Manohar-Alers et al
06-29-2021	Attaining entropy production and dissipation maps from Brownian movies via neural networks by Youngkyoung Bae et al
07-01-2021	Reparameterized Sampling for Generative Adversarial Networks by Yifei Wang et al
07-01-2021	Online learning of windmill time series using Long Short-term Cognitive Networks by Alejandro Morales-Hernández et al
06-30-2021	Anomaly Detection: How to Artificially Increase your F1-Score with a Biased Evaluation Protocol by Damien Fourure et al
06-30-2021	Global Knowledge Distillation in Federated Learning by Wanning Pan et al
07-02-2021	Reconsidering Dependency Networks from an Information Geometry Perspective by Kazuya Takabatake et al
06-30-2021	Unsupervised Model Drift Estimation with Batch Normalization Statistics for Dataset Shift Detection and Model Selection by Wonju Lee et al
06-30-2021	A Unified View of Stochastic Hamiltonian Sampling by Giulio Franzese et al
07-01-2021	Mitigating Uncertainty of Classifier for Unsupervised Domain Adaptation by Shanu Kumar et al
06-29-2021	Background Knowledge in Schema Matching: Strategy vs. Data by Jan Portisch et al
06-29-2021	On-board Volcanic Eruption Detection through CNNs and Satellite Multispectral Imagery by Maria Pia Del Rosso et al
06-29-2021	Convolutional Hypercomplex Embeddings for Link Prediction by Caglar Demir et al
06-29-2021	Semi-supervised learning with Bayesian Confidence Propagation Neural Network by Naresh Balaji Ravichandran et al
07-01-2021	VideoLightFormer: Lightweight Action Recognition using Transformers by Raivo Koot et al
07-01-2021	Sparse GCA and Thresholded Gradient Descent by Sheng Gao et al
06-29-2021	On the Periodic Behavior of Neural Network Training with Batch Normalization and Weight Decay by Ekaterina Lobacheva et al
06-29-2021	Self-Contrastive Learning by Sangmin Bae et al
06-29-2021	A Representation Learning Perspective on the Importance of Train-Validation Splitting in Meta-Learning by Nikunj Saunshi et al
07-01-2021	Transformer-F: A Transformer network with effective methods for learning universal sentence representation by Yu Shi
06-30-2021	Cyclist Trajectory Forecasts by Incorporation of Multi-View Video Information by Stefan Zernetsch et al
06-30-2021	Explanation-Guided Diagnosis of Machine Learning Evasion Attacks by Abderrahmen Amich et al
07-02-2021	Neural Network Layer Algebra: A Framework to Measure Capacity and Compression in Deep Learning by Alberto Badias et al
06-30-2021	A Generative Model for Raw Audio Using Transformer Architectures by Prateek Verma et al
07-02-2021	Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning by Nan Rosemary Ke et al
06-30-2021	Robust Generative Adversarial Imitation Learning via Local Lipschitzness by Farzan Memarian et al
06-30-2021	On the Power of Saturated Transformers: A View from Circuit Complexity by William Merrill et al
07-01-2021	Pretext Tasks selection for multitask self-supervised speech representation learning by Salah Zaiem et al
07-01-2021	Fast Margin Maximization via Dual Acceleration by Ziwei Ji et al
07-01-2021	Offline-to-Online Reinforcement Learning via Balanced Replay and Pessimistic Q-Ensemble by Seunghyun Lee et al
07-01-2021	Impact Remediation: Optimal Interventions to Reduce Inequality by Lucius E. J. Bynum et al
07-01-2021	Action Transformer: A Self-Attention Model for Short-Time Human Action Recognition by Vittorio Mazzia et al
06-29-2021	Multi-Source Domain Adaptation for Object Detection by Xingxu Yao et al
07-01-2021	Machine Learning and Deep Learning for Fixed-Text Keystroke Dynamics by Han-Chih Chang et al
06-29-2021	Continuous Latent Process Flows by Ruizhi Deng et al
06-29-2021	Learning Bounds for Open-Set Learning by Zhen Fang et al
06-30-2021	Optimal Epidemic Control as a Contextual Combinatorial Bandit with Budget by Baihan Lin et al
06-30-2021	Single-Step Adversarial Training for Semantic Segmentation by Daniel Wiens et al
06-30-2021	Resilient UAV Swarm Communications with Graph Convolutional Neural Network by Zhiyu Mou et al
06-29-2021	Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random Projections by Kimia Nadjahi et al
07-01-2021	Towards Measuring Bias in Image Classification by Nina Schaaf et al
06-29-2021	Distributionally Robust Learning with Stable Adversarial Training by Jiashuo Liu et al
07-02-2021	Exploration noise for learning linear-quadratic mean field games by François Delarue et al
06-29-2021	Towards Generalisable Deep Inertial Tracking via Geometry-Aware Learning by Mohammed Alloulah et al
06-29-2021	Interactive Dimensionality Reduction for Comparative Analysis by Takanori Fujiwara et al
06-30-2021	HybridDeepRx: Deep Learning Receiver for High-EVM Signals by Jaakko Pihlajasalo et al
07-02-2021	DUKweb: Diachronic word representations from the UK Web Archive corpus by Adam Tsakalidis et al
06-30-2021	Stochastic Gradient Descent-Ascent and Consensus Optimization for Smooth Games: Convergence Analysis under Expected Co-coercivity by Nicolas Loizou et al
07-02-2021	Empirically Measuring Transfer Distance for System Design and Operation by Tyler Cody et al
07-02-2021	Combinatorial Optimization with Physics-Inspired Graph Neural Networks by Martin J. A. Schuetz et al
07-02-2021	NTIRE 2021 Multi-modal Aerial View Object Classification Challenge by Jerrick Liu et al
06-29-2021	Multi-Scale Spectrogram Modelling for Neural Text-to-Speech by Ammar Abbas et al
06-30-2021	Group Testing under Superspreading Dynamics by Stratis Tsirtsis et al
06-30-2021	Using AntiPatterns to avoid MLOps Mistakes by Nikhil Muralidhar et al
07-02-2021	Multi-user VoiceFilter-Lite via Attentive Speaker Embedding by Rajeev Rikhye et al
07-02-2021	Supervised Contrastive Learning for Accented Speech Recognition by Tao Han et al

07-02-2021	Data Centric Domain Adaptation for Historical Text with OCR Errors by Luisa März et al
06-30-2021	What can linear interpolation of neural network loss landscapes tell us? by Tiffany Vlaar et al
06-30-2021	Machine Learning-enhanced Receive Processing for MU-MIMO OFDM Systems by Mathieu Goutay et al
07-02-2021	Language Identification of Hindi-English tweets using code-mixed BERT by Mohd Zeeshan Ansari et al
06-29-2021	Near-Optimal Explainable kk-Means for All Dimensions by Moses Charikar et al
07-02-2021	Conflict-free collective stochastic decision making by orbital angular momentum entangled photons by Takashi Amakasu et al
06-29-2021	MAML is a Noisy Contrastive Learner by Chia-Hsiang Kao et al
06-29-2021	Attack Transferability Characterization for Adversarially Robust Multi-label Classification by Zhuo Yang et al
07-01-2021	Morphological classification of compact and extended radio galaxies using convolutional neural networks and data augmentation techniques by Viera Maslej-Krešňáková et al
07-02-2021	An Experience Report on Machine Learning Reproducibility: Guidance for Practitioners and TensorFlow Model Garden Contributors by Vishnu Banna et al
06-30-2021	DAEMA: Denoising Autoencoder with Mask Attention by Simon Tihon et al
07-01-2021	The Interplay between Distribution Parameters and the Accuracy-Robustness Tradeoff in Classification by Alireza Mousavi Hosseini et al
07-02-2021	Memory Efficient Meta-Learning with Large Images by John Bronskill et al
06-29-2021	SinGAN-Seg: Synthetic Training Data Generation for Medical Image Segmentation by Vajira Thambawita et al
07-02-2021	A Systems Theory of Transfer Learning by Tyler Cody et al
07-02-2021	CHISEL: Compression-Aware High-Accuracy Embedded Indoor Localization with Deep Learning by Liping Wang et al
07-02-2021	Road Roughness Estimation Using Machine Learning by Milena Bajic et al
07-01-2021	Distilling Reinforcement Learning Tricks for Video Games by Anssi Kanervisto et al
06-30-2021	Multi-modal Graph Learning for Disease Prediction by Shuai Zheng et al
07-01-2021	Inter-Beat Interval Estimation with Tiramisu Model: A Novel Approach with Reduced Error by Asiful Arefeen et al
07-01-2021	Improving Sound Event Classification by Increasing Shift Invariance in Convolutional Neural Networks by Eduardo Fonseca et al
07-01-2021	Flow-based sampling for multimodal distributions in lattice field theory by Daniel C. Hackett et al
06-30-2021	Understanding and Improving Early Stopping for Learning with Noisy Labels by Yingbin Bai et al
06-29-2021	Cascade Decoders-Based Autoencoders for Image Reconstruction by Honggui Li et al
06-30-2021	PSD Representations for Effective Probability Models by Alessandro Rudi et al
06-30-2021	SimNet: Enabling Robust Unknown Object Manipulation from Pure Synthetic Data via Stereo by Thomas Kollar et al
06-30-2021	Learning to Minimize Age of Information over an Unreliable Channel with Energy Harvesting by Elif Tugce Ceran et al
06-29-2021	Joint Majorization-Minimization for Nonnegative Matrix Factorization with the ββ-divergence by Arthur Marmin et al
06-30-2021	Leveraging Hidden Structure in Self-Supervised Learning by Emanuele Sansone
06-29-2021	Exponential Weights Algorithms for Selective Learning by Mingda Qiao et al
06-29-2021	As easy as APC: Leveraging self-supervised learning in the context of time series classification with varying levels of sparsity and severe class imbalance by Fiorella Wever et al
06-29-2021	A Mixed-Supervision Multilevel GAN Framework for Image Quality Enhancement by Uddeshya Upadhyay et al
06-29-2021	Koopman Spectrum Nonlinear Regulator and Provably Efficient Online Learning by Motoya Ohnishi et al
06-29-2021	Unified Framework for Spectral Dimensionality Reduction, Maximum Variance Unfolding, and Kernel Learning By Semidefinite Programming: Tutorial and Survey by Benyamin Ghojogh et al
06-30-2021	Understanding Adversarial Attacks on Observations in Deep Reinforcement Learning by You Qiaoben et al
07-01-2021	q-Paths: Generalizing the Geometric Annealing Path using Power Means by Vaden Masrani et al
06-29-2021	Framework for an Intelligent Affect Aware Smart Home Environment for Elderly People by Nirmalya Thakur et al
06-29-2021	TUCaN: Progressively Teaching Colourisation to Capsules by Rita Pucci et al
06-29-2021	Understanding Adversarial Examples Through Deep Neural Networks Response Surface and Uncertainty Regions by Juan Shu et al
06-30-2021	Faithful Edge Federated Learning: Scalability and Privacy by Meng Zhang et al
06-30-2021	Quantifying Availability and Discovery in Recommender Systems via Stochastic Reachability by Mihaela Curmei et al
06-29-2021	MuViS: Online MU-MIMO Grouping for Multi-User Applications Over Commodity WiFi by Hannaneh Barahouei Pasandi et al
07-01-2021	Goal-Conditioned Reinforcement Learning with Imagined Subgoals by Elliot Chane-Sane et al
06-29-2021	An Image is Worth More Than a Thousand Words: Towards Disentanglement in the Wild by Aviv Gabbay et al
07-01-2021	Differentiable Particle Filters through Conditional Normalizing Flow by Xiongjie Chen et al
07-02-2021	Misinformation Detection on YouTube Using Video Captions by Raj Jagtap et al
07-02-2021	Inverse-Dirichlet Weighting Enables Reliable Training of Physics Informed Neural Networks by Suryanarayana Maddu et al
06-29-2021	Predictive Modeling in the Presence of Nuisance-Induced Spurious Correlations by Aahlad Puli et al
07-01-2021	MHER: Model-based Hindsight Experience Replay by Rui Yang et al
06-29-2021	Learning from Multiple Annotators by Incorporating Instance Features by Jingzheng Li et al
06-29-2021	Convolutional Sparse Coding Fast Approximation with Application to Seismic Reflectivity Estimation by Deborah Pereg et al
06-29-2021	Reliable and Fast Recurrent Neural Network Architecture Optimization by Andrés Camero et al
06-29-2021	Adaptive Sample Selection for Robust Learning under Label Noise by Deep Patel et al
07-01-2021	AdaXpert: Adapting Neural Architecture for Growing Data by Shuaicheng Niu et al
06-29-2021	FastPitchFormant: Source-filter based Decomposed Modeling for Speech Synthesis by Taejun Bak et al
07-01-2021	Global Filter Networks for Image Classification by Yongming Rao et al
06-29-2021	Never Go Full Batch (in Stochastic Convex Optimization) by Idan Amir et al
07-01-2021	Circuit Complexity of Visual Search by Kei Uchizawa et al
07-02-2021	Learning Primal Heuristics for Mixed Integer Programs by Yunzhuang Shen et al
06-30-2021	Long Short-term Cognitive Networks by Gonzalo Nápoles et al
07-01-2021	The Spotlight: A General Method for Discovering Systematic Errors in Deep Learning Models by Greg d'Eon et al
06-30-2021	Graph Signal Restoration Using Nested Deep Algorithm Unrolling by Masatoshi Nagahama et al
07-01-2021	Interviewer-Candidate Role Play: Towards Developing Real-World NLP Systems by Neeraj Varshney et al
07-01-2021	Meta-Learning for Relative Density-Ratio Estimation by Atsutoshi Kumagai et al
07-01-2021	Mitigating deep double descent by concatenating inputs by John Chen et al
06-29-2021	Local Reweighting for Adversarial Training by Ruize Gao et al
07-01-2021	DVS-Attacks: Adversarial Attacks on Dynamic Vision Sensors for Spiking Neural Networks by Alberto Marchisio et al
06-29-2021	Personalized Federated Learning with Gaussian Processes by Idan Achituve et al
06-30-2021	Improving the Efficiency of Transformers for Resource-Constrained Devices by Hamid Tabani et al
07-02-2021	Backward-Compatible Prediction Updates: A Probabilistic Approach by Frederik Träuble et al
07-01-2021	On the Expected Complexity of Maxout Networks by Hanna Tseran et al
07-02-2021	Deep learning-based statistical noise reduction for multidimensional spectral data by Younsik Kim et al
06-29-2021	A Survey on Neural Speech Synthesis by Xu Tan et al
06-30-2021	Markov Decision Process modeled with Bandits for Sequential Decision Making in Linear-flow by Wenjun Zeng et al
06-29-2021	Learning latent causal graphs via mixture oracles by Bohdan Kivva et al
06-29-2021	Towards Sample-Optimal Compressive Phase Retrieval with Sparse and Generative Priors by Zhaoqiang Liu et al

06-29-2021	Meta-learning for Matrix Factorization without Shared Rows or Columns by Tomoharu Iwata
06-29-2021	Do Not Deceive Your Employer with a Virtual Background: A Video Conferencing Manipulation-Detection System by Mauro Conti et al
06-29-2021	DRILL-- Deep Reinforcement Learning for Refinement Operators in ALCALC by Caglar Demir et al
07-01-2021	Audiovisual Singing Voice Separation by Bochen Li et al
06-30-2021	A Robust Classification-autoencoder to Defend Outliers and Adversaries by Lijia Yu et al
06-30-2021	Dual Aspect Self-Attention based on Transformer for Remaining Useful Life Prediction by Zhizheng Zhang et al
06-29-2021	Classification of Consumer Belief Statements From Social Media by Gerhard Hagerer et al
06-29-2021	Curious Explorer: a provable exploration strategy in Policy Learning by Marco Miani et al
06-29-2021	Uncertainty-Guided Progressive GANs for Medical Image Translation by Uddeshya Upadhyay et al
07-01-2021	Overhead-MNIST: Machine Learning Baselines for Image Classification by Erik Larsen et al
07-01-2021	Cell-average based neural network method for hyperbolic and parabolic partial differential equations by Changxin Qiu et al
07-01-2021	Combining Feature and Instance Attribution to Detect Artifacts by Pouya Pezeshkpour et al
07-02-2021	Decision tree heuristics can fail, even in the smoothed setting by Guy Blanc et al
07-01-2021	Weather-based forecasting of energy generation, consumption and price for electrical microgrids management by Jonathan Dumas
06-30-2021	Design and implementation of an islanded hybrid microgrid system for a large resort center for Penang Island with the proper application of excess energy by SK. A. Shezan et al
06-30-2021	End-to-End Learning of OFDM Waveforms with PAPR and ACLR Constraints by Mathieu Goutay et al
06-30-2021	Relational VAE: A Continuous Latent Variable Model for Graph Structured Data by Charilaos Mylonas et al
06-29-2021	INN: A Method Identifying Clean-annotated Samples via Consistency Effect in Deep Neural Networks by Dongha Kim et al
07-02-2021	Parasitic Egg Detection and Classification in Low-cost Microscopic Images using Transfer Learning by Thanaphon Suwannaphong et al
07-02-2021	R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling by Xiang Hu et al
07-02-2021	Evaluating the Usefulness of Unsupervised monitoring in Cultural Heritage Monuments by Charalampos Zafeiropoulos et al
07-02-2021	ResIST: Layer-Wise Decomposition of ResNets for Distributed Training by Chen Dun et al
07-01-2021	Well-calibrated prediction intervals for regression problems by Nicolas Dewolf et al
06-29-2021	Detecting Errors and Estimating Accuracy on Unlabeled Data with Self-training Ensembles by Jiefeng Chen et al
07-01-2021	ControlBurn: Feature Selection by Sparse Forests by Brian Liu et al
07-01-2021	Focal Self-attention for Local-Global Interactions in Vision Transformers by Jianwei Yang et al
06-29-2021	Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes by Guillermo Infante et al
06-29-2021	Multiple Graph Learning for Scalable Multi-view Clustering by Tianyu Jiang et al
06-29-2021	Multimodal Approaches for Indoor Localization for Ambient Assisted Living in Smart Homes by Nirmalya Thakur et al
06-30-2021	Latent Space Model for Higher-order Networks and Generalized Tensor Decomposition by Zhongyuan Lyu et al
06-30-2021	Adaptive Stochastic ADMM for Decentralized Reinforcement Learning in Edge Industrial IoT by Wanlu Lei et al
06-30-2021	Deep Linear Networks Dynamics: Low-Rank Biases Induced by Initialization Scale and L2 Regularization by Arthur Jacot et al
06-30-2021	Exploring Context Modeling Techniques on the Spatiotemporal Crowd Flow Prediction by Liyue Chen et al
07-02-2021	Gradient-Leakage Resilient Federated Learning by Wenqi Wei et al
07-01-2021	Almost Tight Approximation Algorithms for Explainable Clustering by Hossein Esfandiari et al
07-01-2021	On Bridging Generic and Personalized Federated Learning by Hong-You Chen et al
07-02-2021	DeformRS: Certifying Input Deformations with Randomized Smoothing by Motasem Alfarra et al
07-01-2021	Automatic Metadata Extraction Incorporating Visual Features from Scanned Electronic Theses and Dissertations by Muntabir Hasan Choudhury et al
07-01-2021	A Map of Bandits for E-commerce by Yi Liu et al
07-01-2021	Reinforcement Learning for Feedback-Enabled Cyber Resilience by Yunhan Huang et al
07-02-2021	Multimodal Representation for Neural Code Search by Jian Gu et al
07-01-2021	Long-Short Ensemble Network for Bipolar Manic-Euthymic State Recognition Based on Wrist-worn Sensors by Ulysse Côté-Allard et al
06-30-2021	Distributed Nonparametric Function Estimation: Optimal Rate of Convergence and Cost of Adaptation by T. Tony Cai et al
07-01-2021	Model Mediated Teleoperation with a Hand-Arm Exoskeleton in Long Time Delays Using Reinforcement Learning by Hadi Beik-Mohammadi et al
07-01-2021	Neural Network Training with Highly Incomplete Datasets by Yu-Wei Chang et al
06-30-2021	Few-Shot Learning with a Strong Teacher by Han-Jia Ye et al
06-29-2021	UAV-assisted Online Machine Learning over Multi-Tiered Networks: A Hierarchical Nested Personalized Federated Learning Approach by Su Wang et al
07-01-2021	Scalable Certified Segmentation via Randomized Smoothing by Marc Fischer et al
06-29-2021	A Convergent and Efficient Deep Q Network Algorithm by Zhikang T. Wang et al
07-01-2021	Learning Large DAGs by Combining Continuous Optimization and Feedback Arc Set Heuristics by Pierre Gillot et al
06-30-2021	Cross-Lingual Adaptation for Type Inference by Zhiming Li et al
06-30-2021	Variational Refinement for Importance Sampling Using the Forward Kullback-Leibler Divergence by Ghassen Jerfel et al
07-02-2021	Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets by Hayeon Lee et al
06-30-2021	Fixed points of monotonic and (weakly) scalable neural networks by Tomasz Piotrowski et al
06-30-2021	Which Echo Chamber? Regions of Attraction in Learning with Decision-Dependent Distributions by Roy Dong et al
07-01-2021	Near-optimal Algorithms for Explainable k-Medians and k-Means by Konstantin Makarychev et al
06-29-2021	On Graph Neural Network Ensembles for Large-Scale Molecular Property Prediction by Edward Elson Kosasih et al
06-29-2021	End-to-end Waveform Learning Through Joint Optimization of Pulse and Constellation Shaping by Fayçal Ait Aoudia et al
07-01-2021	Shared Data and Algorithms for Deep Learning in Fundamental Physics by Lisa Benato et al
07-01-2021	On the Bike Spreading Problem by Elia Costa et al
06-30-2021	Robust Coreset for Continuous-and-Bounded Learning (with Outliers) by Zixiu Wang et al
07-01-2021	Secure Quantized Training for Deep Learning by Marcel Keller et al
07-01-2021	A Consistency-Based Loss for Deep Odometry Through Uncertainty Propagation by Hamed Damirchi et al
07-01-2021	Gap-Dependent Bounds for Two-Player Markov Games by Zehao Dou et al
07-01-2021	FedMix: Approximation of Mixup under Mean Augmented Federated Learning by Tehrim Yoon et al
06-30-2021	Non-parametric Active Learning and Rate Reduction in Many-body Hilbert Space with Rescaled Logarithmic Fidelity by Wei-Ming Li et al
06-29-2021	Generalization of Reinforcement Learning with Policy-Aware Adversarial Data Augmentation by Hanping Zhang et al
06-29-2021	GraphPiece: Efficiently Generating High-Quality Molecular Graph with Substructures by Xiangzhe Kong et al
06-29-2021	Diffusion Priors In Variational Autoencoders by Antoine Wehenkel et al
06-29-2021	SAT Based Analogy Evaluation Framework for Persian Word Embeddings by Seyyed Ehsan Mahmoudi et al
07-02-2021	RL-NCS: Reinforcement learning based data-driven approach for nonuniform compressed sensing by Nazmul Karim et al
07-01-2021	Spotting adversarial samples for speaker verification by neural vocoders by Haibin Wu et al
07-01-2021	Machine learning based iterative learning control for non-repetitive time-varying systems by Yiyang Chen et al

06-30-2021	Monte Carlo Variational Auto-Encoders by Achille Thin et al
07-01-2021	Boosting Certified ℓ∞ℓ∞ Robustness with EMA Method and Ensemble Model by Binghui Li et al
06-29-2021	Learning Task Informed Abstractions by Xiang Fu et al
07-01-2021	An Investigation of the (In)effectiveness of Counterfactually Augmented Data by Nitish Joshi et al
07-02-2021	Momentum Accelerates the Convergence of Stochastic AUPRC Maximization by Guanghui Wang et al
06-30-2021	How to Train Your MAML to Excel in Few-Shot Classification by Han-Jia Ye et al
07-01-2021	Lossless Coding of Point Cloud Geometry using a Deep Generative Model by Dat Thanh Nguyen et al
07-01-2021	CarSNN: An Efficient Spiking Neural Network for Event-Based Autonomous Cars on the Loihi Neuromorphic Research Processor by Alberto Viale et al
06-30-2021	Edge Proposal Sets for Link Prediction by Abhay Singh et al
07-01-2021	The Limit Order Book Recreation Model (LOBRM): An Extended Analysis by Zijian Shi et al
06-30-2021	Revisiting Knowledge Distillation: An Inheritance and Exploration Framework by Zhen Huang et al
07-01-2021	Reducing the Variance of Gaussian Process Hyperparameter Optimization with Preconditioning by Jonathan Wenger et al
06-30-2021	Small in-distribution changes in 3D perspective and lighting fool both CNNs and Transformers by Spandan Madan et al
07-01-2021	Generalization and Robustness Implications in Object-Centric Learning by Andrea Dittadi et al
06-30-2021	Limited-Fronthaul Cell-Free Hybrid Beamforming with Distributed Deep Neural Network by Hamed Hojatian et al
06-29-2021	On exploring practical potentials of quantum auto-encoder with advantages by Yuxuan Du et al
07-01-2021	Normalizing Flow based Hidden Markov Models for Classification of Speech Phones with Explainability by Anubhab Ghosh et al
06-29-2021	SCARF: Self-Supervised Contrastive Learning using Random Feature Corruption by Dara Bahri et al
06-29-2021	Probabilistic Graphical Models and Tensor Networks: A Hybrid Framework by Jacob Miller et al
06-30-2021	Nearly-Tight and Oblivious Algorithms for Explainable Clustering by Buddhima Gamlath et al
06-29-2021	Geometry-aware Transformer for molecular property prediction by Bumju Kwak et al
07-01-2021	Explainable Diabetic Retinopathy Detection and Retinal Image Generation by Yuhao Niu et al
06-30-2021	On the Generative Utility of Cyclic Conditionals by Chang Liu et al
07-02-2021	From Personalized Medicine to Population Health: A Survey of mHealth Sensing Techniques by Zhiyuan Wang et al
06-30-2021	Learning a Reversible Embedding Mapping using Bi-Directional Manifold Alignment by Ashwinkumar Ganesan et al
06-30-2021	Tuning Mixed Input Hyperparameters on the Fly for Efficient Population Based AutoRL by Jack Parker-Holder et al
06-29-2021	Dual GNNs: Graph Neural Network Learning with Limited Supervision by Abdullah Alchihabi et al
06-29-2021	Open-Set Representation Learning through Combinatorial Embedding by Geeho Kim et al
06-30-2021	Improving Factual Consistency of Abstractive Summarization on Customer Feedback by Yang Liu et al
06-30-2021	Reinforcement Learning based Disease Progression Model for Alzheimers Disease by Krishnakant V. Saboo et al
06-29-2021	Generating the Graph Gestalt: Kernel-Regularized Graph Representation Learning by Kiarash Zahirnia et al
06-29-2021	Multiagent Deep Reinforcement Learning: Challenges and Directions Towards Human-Like Approaches by Annie Wong et al
06-29-2021	GraphAnoGAN: Detecting Anomalous Snapshots from Attributed Graphs by Siddharth Bhatia et al
07-01-2021	The Causal Neural Connection: Expressiveness, Learnability, and Inference by Kevin Xia et al
06-30-2021	Sanity Checks for Lottery Tickets: Does Your Winning Ticket Really Win the Jackpot? by Xiaolong Ma et al
06-30-2021	Improving black-box optimization in VAE latent space using decoder uncertainty by Pascal Notin et al
07-01-2021	SIMILAR: Submodular Information Measures Based Active Learning In Realistic Scenarios by Suraj Kothawade et al
07-02-2021	Online Metro Origin-Destination Prediction via Heterogeneous Information Aggregation by Lingbo Liu et al
07-01-2021	Mandoline: Model Evaluation under Distribution Shift by Mayee Chen et al
07-01-2021	Deep Orthogonal Fusion: Multimodal Prognostic Biomarker Discovery Integrating Radiology, Pathology, Genomic, and Clinical Data by Nathaniel Braman et al
07-02-2021	Segmented Federated Learning for Adaptive Intrusion Detection System by Geet Shingi et al
06-30-2021	On the Convergence of Stochastic Extragradient for Bilinear Games with Restarted Iteration Averaging by Chris Junchi Li et al
07-01-2021	Explainable nonlinear modelling of multiple time series with invertible neural networks by Luis Miguel Lopez-Ramos et al
07-01-2021	Few-shot Learning for Unsupervised Feature Selection by Atsutoshi Kumagai et al
06-30-2021	Regressing Location on Text for Probabilistic Geocoding by Benjamin J. Radford
06-30-2021	Hierarchical Phenotyping and Graph Modeling of Spatial Architecture in Lymphoid Neoplasms by Pingjun Chen et al
07-02-2021	Screening for a Reweighted Penalized Conditional Gradient Method by Yifan Sun et al
06-29-2021	The Values Encoded in Machine Learning Research by Abeba Birhane et al
07-01-2021	Variational Diffusion Models by Diederik P. Kingma et al