2022.3.28 Learning papers

03-24-2022	Make-A-Scene: Scene-Based Text-to-Image Generation with Human Priors by Oran Gafni et al
03-23-2022	R3M: A Universal Visual Representation for Robot Manipulation by Suraj Nair et al
03-22-2022	MetaMorph: Learning Universal Controllers with Transformers by Agrim Gupta et al
03-23-2022	Your Policy Regularizer is Secretly an Adversary by Rob Brekelmans et al
03-23-2022	AI Poincar\{e} 2.0: Machine Learning Conservation Laws from Differential Equations by Ziming Liu et al
03-23-2022	Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders by Samuel Stanton et al
03-22-2022	GradViT: Gradient Inversion of Vision Transformers by Ali Hatamizadeh et al
03-23-2022	Pathways: Asynchronous Distributed Dataflow for ML by Paul Barham et al
03-22-2022	Focal Modulation Networks by Jianwei Yang et al
03-22-2022	Vision-and-Language Navigation: A Survey of Tasks, Methods, and Future Directions by Jing Gu et al
03-23-2022	Applications of physics informed neural operators by Shawn G. Rosofsky et al
03-22-2022	Insights From the NeurIPS 2021 NetHack Challenge by Eric Hambro et al
03-22-2022	NovGrid: A Flexible Grid World for Evaluating Agent Response to Novelty by Jonathan Balloch et al
03-22-2022	Clustering units in neural networks: upstream vs downstream information by Richard D. Lange et al
03-24-2022	Token Dropping for Efficient BERT Pretraining by Le Hou et al
03-23-2022	Increasing the accuracy and resolution of precipitation forecasts using deep generative models by Ilan Price et al
03-22-2022	Dataset Distillation by Matching Training Trajectories by George Cazenavette et al
03-23-2022	Linearizing Transformer with Key-Value Memory Bank by Yizhe Zhang et al
03-23-2022	Quantum-enhanced Markov chain Monte Carlo by David Layden et al
03-24-2022	Text to Mesh Without 3D Supervision Using Limit Subdivision by Nasir Khalid et al
03-25-2022	A Conversational Paradigm for Program Synthesis by Erik Nijkamp et al
03-24-2022	Multi-armed bandits for online optimization of language model pre-training: the use case of dynamic masking by Iñigo Urteaga et al
03-24-2022	Horizon-Free Reinforcement Learning in Polynomial Time: the Power of Stationary Policies by Zihan Zhang et al
03-24-2022	Introducing Neural Bag of Whole-Words with ColBERTer: Contextualized Late Interactions using Enhanced Reduction by Sebastian Hofstätter et al
03-22-2022	On the (Non-)Robustness of Two-Layer Neural Networks in Different Learning Regimes by Elvis Dohmatob et al
03-24-2022	mcBERT: Momentum Contrastive Learning with BERT for Zero-Shot Slot Filling by Seong-Hwan Heo et al
03-24-2022	Reshaping Robot Trajectories Using Natural Language Commands: A Study of Multi-Modal Data Alignment Using Transformers by Arthur Bucker et al
03-22-2022	Improving Generalization in Federated Learning by Seeking Flat Minima by Debora Caldarola et al
03-24-2022	Mono vs Multilingual BERT: A Case Study in Hindi and Marathi Named Entity Recognition by Onkar Litake et al
03-24-2022	Can Unsupervised Knowledge Transfer from Social Discussions Help Argument Mining? by Subhabrata Dutta et al
03-22-2022	Practical tradeoffs between memory, compute, and performance in learned optimizers by Luke Metz et al
03-24-2022	Learning Dense Correspondence from Synthetic Environments by Mithun Lal et al
03-22-2022	Gradient flows and randomised thresholding: sparse inversion and classification by Jonas Latz
03-24-2022	HiFi++: a Unified Framework for Neural Vocoding, Bandwidth Extension and Speech Enhancement by Pavel Andreev et al
03-24-2022	Multilingual CheckList: Generation and Evaluation by Karthikeyan K et al
03-22-2022	Out-of-distribution Generalization with Causal Invariant Transformations by Ruoyu Wang et al
03-22-2022	Linear convergence of a policy gradient method for finite horizon continuous time stochastic control problems by Christoph Reisinger et al
03-23-2022	Graph Neural Networks in Particle Physics: Implementations, Innovations, and Challenges by Savannah Thais et al
03-23-2022	Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning by Natalie Dullerud et al
03-23-2022	Competency Assessment for Autonomous Agents using Deep Generative Models by Aastha Acharya et al
03-22-2022	A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning by Hugo Berg et al
03-25-2022	Efficient-VDVAE: Less is more by Louay Hazami et al
03-22-2022	A Real-time Junk Food Recognition System based on Machine Learning by Sirajum Munira Shifat et al
03-25-2022	3D GAN Inversion for Controllable Portrait Image Animation by Connor Z. Lin et al
03-24-2022	Distributionally Robust Optimization via Ball Oracle Acceleration by Yair Carmon et al
03-24-2022	Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer by Shuai Yang et al
03-22-2022	A Perspective on Neural Capacity Estimation: Viability and Reliability by Farhad Mirkarimi et al
03-22-2022	Out of Distribution Detection, Generalization, and Robustness Triangle with Maximum Probability Theorem by Amir Emad Marvasti et al
03-22-2022	Provable Constrained Stochastic Convex Optimization with XOR-Projected Gradient Descent by Fan Ding et al
03-23-2022	An Adaptive Gradient Method with Energy and Momentum by Hailiang Liu et al
03-24-2022	SwiftAgg+: Achieving Asymptotically Optimal Communication Load in Secure Aggregation for Federated Learning by Tayyebeh Jahani-Nezhad et al
03-24-2022	Personalized incentives as feedback design in generalized Nash equilibrium problems by Filippo Fabiani et al
03-23-2022	Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal by Umang Gupta et al
03-22-2022	Utterance Rewriting with Contrastive Learning in Multi-turn Dialogue by Zhihao Wang et al
03-23-2022	Input-specific Attention Subnetworks for Adversarial Detection by Emil Biju et al
03-22-2022	Resonance in Weight Space: Covariate Shift Can Drive Divergence of SGD with Momentum by Kirby Banman et al
03-23-2022	A Deep Learning Approach to Probabilistic Forecasting of Weather by Nick Rittler et al
03-25-2022	Randomized Policy Optimization for Optimal Stopping by Xinyi Guan et al
03-23-2022	When Accuracy Meets Privacy: Two-Stage Federated Transfer Learning Framework in Classification of Medical Images on Limited Data: A COVID-19 Case Study by Alexandros Shikun Zhang et al
03-25-2022	BDDM: Bilateral Denoising Diffusion Models for Fast and High-Quality Speech Synthesis by Max W. Y. Lam et al
03-22-2022	Performance Evaluation of Machine Learning-based Algorithm and Taguchi Algorithm for the Determination of the Hardness Value of the Friction Stir Welded AA 6262 Joints at a Nugget Zone by Akshansh Mishra et al
03-22-2022	BERT-ASC: Auxiliary-Sentence Construction for Implicit Aspect Learning in Sentiment Analysis by Ahmed Murtadha et al
03-22-2022	Sionna: An Open-Source Library for Next-Generation Physical Layer Research by Jakob Hoydis et al
03-22-2022	VQ-Flows: Vector Quantized Local Normalizing Flows by Sahil Sidheekh et al
03-22-2022	A Girl Has A Name, And Its ... Adversarial Authorship Attribution for Deobfuscation by Wanyue Zhai et al
03-25-2022	Unsupervised Learning of Temporal Abstractions with Slot-based Transformers by Anand Gopalakrishnan et al
03-22-2022	Modelling continual learning in humans with Hebbian context gating and exponentially decaying task signals by Timo Flesch et al
03-24-2022	Extended critical regimes of deep neural networks by Cheng Kevin Qu et al
03-23-2022	Possibility Before Utility: Learning And Using Hierarchical Affordances by Robby Costales et al
03-22-2022	Domain Knowledge Aids in Signal Disaggregation; the Example of the Cumulative Water Heater by Alexander Belikov et al
03-22-2022	Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation by Yingxiu Zhao et al
03-22-2022	Are You Misinformed? A Study of Covid-Related Fake News in Bengali on Facebook by Protik Bose Pranto et al
03-22-2022	Local Stochastic Factored Gradient Descent for Distributed Quantum State Tomography by Junhyung Lyle Kim et al
03-24-2022	Leveraging unsupervised and weakly-supervised data to improve direct speech-to-speech translation by Ye Jia et al
03-24-2022	Explainable Artificial Intelligence for Exhaust Gas Temperature of Turbofan Engines by Marios Kefalas et al
03-24-2022	Beyond Fixation: Dynamic Window Visual Transformer by Pengzhen Ren et al
03-23-2022	Physics-Driven Deep Learning for Computational Magnetic Resonance Imaging by Kerstin Hammernik et al
03-22-2022	Approaches for Improving the Performance of Fake News Detection in Bangla: Imbalance Handling and Model Stacking by Md Muzakker Hossain et al
03-23-2022	Evaluation of Non-Invasive Thermal Imaging for detection of Viability of Onchocerciasis worms by Ronak Dedhiya et al
03-23-2022	MR Image Denoising and Super-Resolution Using Regularized Reverse Diffusion by Hyungjin Chung et al
03-22-2022	Enabling faster and more reliable sonographic assessment of gestational age through machine learning by Chace Lee et al
03-22-2022	Convolutional Neural Network to Restore Low-Dose Digital Breast Tomosynthesis Projections in a Variance Stabilization Domain by Rodrigo de Barros Vimieiro et al
03-22-2022	On Supervised Feature Selection from High Dimensional Feature Spaces by Yijing Yang et al
03-24-2022	Interpretable Prediction of Pulmonary Hypertension in Newborns using Echocardiograms by Hanna Ragnarsdottir et al
03-24-2022	Linking Emergent and Natural Languages via Corpus Transfer by Shunyu Yao et al
03-23-2022	Contextual Model Aggregation for Fast and Robust Federated Learning in Edge Computing by Hung T. Nguyen et al
03-22-2022	BigBird: Big Data Storage and Analytics at Scale in Hybrid Cloud by Saurabh Deochake et al
03-23-2022	Geometry-Aware Supertagging with Heterogeneous Dynamic Convolutions by Konstantinos Kogkalidis et al
03-23-2022	Semi-Supervised Graph Learning Meets Dimensionality Reduction by Alex Morehead et al
03-24-2022	Towards Exemplar-Free Continual Learning in Vision Transformers: an Account of Attention, Functional and Weight Regularization by Francesco Pelosin et al
03-23-2022	Ethereum Fraud Detection with Heterogeneous Graph Neural Networks by Hiroki Kanezashi et al
03-24-2022	NPC: Neuron Path Coverage via Characterizing Decision Logic of Deep Neural Networks by Xiaofei Xie et al
03-22-2022	Learning from All Vehicles by Dian Chen et al
03-24-2022	A Deep-Discrete Learning Framework for Spherical Surface Registration by Mohamed A. Suliman et al
03-22-2022	Text Transformations in Contrastive Self-Supervised Learning: A Review by Amrita Bhattacharjee et al
03-22-2022	Factual Consistency of Multilingual Pretrained Language Models by Constanza Fierro et al
03-24-2022	Direct evaluation of progression or regression of disease burden in brain metastatic disease with Deep Neuroevolution by Joseph Stember et al
03-24-2022	Are Evolutionary Algorithms Safe Optimizers? by Youngmin Kim et al
03-24-2022	Dexterous Imitation Made Easy: A Learning-Based Framework for Efficient Dexterous Manipulation by Sridhar Pandian Arunachalam et al
03-23-2022	The Challenges of Continuous Self-Supervised Learning by Senthil Purushwalkam et al
03-23-2022	NavDreams: Towards Camera-Only RL Navigation Among Humans by Daniel Dugas et al
03-23-2022	Dynamically-Scaled Deep Canonical Correlation Analysis by Tomer Friedlander et al
03-22-2022	Scalable Deep Reinforcement Learning Algorithms for Mean Field Games by Mathieu Laurière et al
03-23-2022	GriTS: Grid table similarity metric for table structure recognition by Brandon Smock et al
03-23-2022	Learning Efficient Exploration through Human Seeded Rapidly-exploring Random Trees by Max Zuo et al
03-22-2022	Was that so hard? Estimating human classification difficulty by Morten Rieger Hannemose et al
03-22-2022	Fast on-line signature recognition based on VQ with time modeling by Juan-Manuel Pascual-Gaspar et al
03-22-2022	An Empirical Study on Learning and Improving the Search Objective for Unsupervised Paraphrasing by Weikai Steven Lu
03-23-2022	Sampling Theorems for Unsupervised Learning in Linear Inverse Problems by Julián Tachella et al
03-23-2022	GraphCoCo: Graph Complementary Contrastive Learning by Jiawei Sun et al
03-23-2022	Enhancing Classifier Conservativeness and Robustness by Polynomiality by Ziqi Wang et al
03-22-2022	Hierarchical Graph Representation Learning for the Prediction of Drug-Target Binding Affinity by Zhaoyang Chu et al
03-23-2022	Binary Morphological Neural Network by Theodore Aouad et al
03-23-2022	A Deep Learning Framework to Reconstruct Face under Mask by Gourango Modak et al
03-23-2022	New Distinguishers for Negation-Limited Weak Pseudorandom Functions by Zhihuai Chen et al
03-24-2022	TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference by Alessio Burrello et al
03-22-2022	Action Candidate Driven Clipped Double Q-learning for Discrete and Continuous Action Tasks by Haobo Jiang et al
03-22-2022	Is Vanilla Policy Gradient Overlooked? Analyzing Deep Reinforcement Learning for Hanabi by Bram Grooten et al
03-24-2022	The Dutch Draw: Constructing a Universal Baseline for Binary Prediction Models by Etienne van de Bijl et al
03-23-2022	Biceph-Net: A robust and lightweight framework for the diagnosis of Alzheimers disease using 2D-MRI scans and deep similarity learning by A. H. Rashid et al
03-23-2022	Learning to Censor by Noisy Sampling by Ayush Chopra et al
03-24-2022	Effective Explanations for Entity Resolution Models by Tommaso Teofili et al
03-25-2022	Chaos is a Ladder: A New Theoretical Understanding of Contrastive Learning via Augmentation Overlap by Yifei Wang et al
03-25-2022	Impact of Dataset on Acoustic Models for Automatic Speech Recognition by Siddhesh Singh
03-22-2022	SPRITE: A Scalable Privacy-Preserving and Verifiable Collaborative Learning for Industrial IoT by Jayasree Sengupta et al
03-23-2022	Improving the Fairness of Chest X-ray Classifiers by Haoran Zhang et al
03-24-2022	Locally Asynchronous Stochastic Gradient Descent for Decentralised Deep Learning by Tomer Avidor et al
03-24-2022	Addressing Missing Sources with Adversarial Support-Matching by Thomas Kehrenberg et al
03-24-2022	Knowledge Removal in Sampling-based Bayesian Inference by Shaopeng Fu et al
03-22-2022	Fast Multi-view Clustering via Ensembles: Towards Scalability, Superiority, and Simplicity by Dong Huang et al
03-22-2022	Semi-Targeted Model Poisoning Attack on Federated Learning via Backward Error Analysis by Yuwei Sun et al
03-23-2022	Q-FW: A Hybrid Classical-Quantum Frank-Wolfe for Quadratic Binary Optimization by Alp Yurtsever et al
03-23-2022	A Multi-Characteristic Learning Method with Micro-Doppler Signatures for Pedestrian Identification by Yu Xiang et al
03-22-2022	Exploring High-Order Structure for Robust Graph Structure Learning by Guangqian Yang et al
03-22-2022	On Robust Classification using Contractive Hamiltonian Neural ODEs by Muhammad Zakwan et al
03-23-2022	Efficient Fully Distributed Federated Learning with Adaptive Local Links by Evangelos Georgatos et al
03-23-2022	DPar2: Fast and Scalable PARAFAC2 Decomposition for Irregular Dense Tensors by Jun-Gi Jang et al
03-24-2022	DyRep: Bootstrapping Training with Dynamic Re-parameterization by Tao Huang et al
03-22-2022	A Survey on Techniques for Identifying and Resolving Representation Bias in Data by Nima Shahbazi et al
03-23-2022	Mokey: Enabling Narrow Fixed-Point Inference for Out-of-the-Box Floating-Point Transformer Models by Ali Hadi Zadeh et al
03-22-2022	Pixel VQ-VAEs for Improved Pixel Art Representation by Akash Saravanan et al
03-23-2022	Activation-Based Sampling for Pixel- to Image-Level Aggregation in Weakly-Supervised Segmentation by Arvi Jonnarth et al
03-24-2022	Using Orientation to Distinguish Overlapping Chromosomes by Daniel Kluvanec et al
03-22-2022	On Neural Network Equivalence Checking using SMT Solvers by Charis Eleftheriadis et al
03-22-2022	Deep Portrait Delighting by Joshua Weir et al
03-22-2022	Conditional Generative Data Augmentation for Clinical Audio Datasets by Matthias Seibold et al
03-24-2022	Dealing with Sparse Rewards Using Graph Neural Networks by Matvey Gerasyov et al
03-23-2022	U-Boost NAS: Utilization-Boosted Differentiable Neural Architecture Search by Ahmet Caner Yüzügüler et al

03-22-2022	Mask Usage Recognition using Vision Transformer with Transfer Learning and Data Augmentation by Hensel Donato Jahja et al
03-22-2022	Estimation of speaker age and height from speech signal using bi-encoder transformer mixture model by Tarun Gupta et al
03-23-2022	Minimax Regret for Cascading Bandits by Daniel Vial et al
03-23-2022	Computed Tomography Reconstruction using Generative Energy-Based Priors by Martin Zach et al
03-24-2022	Amortized Projection Optimization for Sliced Wasserstein Generative Models by Khai Nguyen et al
03-24-2022	Transformer Compressed Sensing via Global Image Tokens by Marlon Bran Lorenzana et al
03-22-2022	Generative Modeling Helps Weak Supervision (and Vice Versa) by Benedikt Boecking et al
03-22-2022	TransSleep: Transitioning-aware Attention-based Deep Neural Network for Sleep Staging by Jauen Phyo et al
03-23-2022	MetricGAN+/-: Increasing Robustness of Noise Reduction on Unseen Data by George Close et al
03-25-2022	A Unified Contrastive Energy-based Model for Understanding the Generative Ability of Adversarial Training by Yifei Wang et al
03-22-2022	Bioplastic Design using Multitask Deep Neural Networks by Christopher Kuenneth et al
03-22-2022	Federated Class-Incremental Learning by Jiahua Dong et al
03-22-2022	X-MEN: Guaranteed XOR-Maximum Entropy Constrained Inverse Reinforcement Learning by Fan Ding et al
03-25-2022	Chain-based Discriminative Autoencoders for Speech Recognition by Hung-Shin Lee et al
03-25-2022	L3Cube-MahaHate: A Tweet-based Marathi Hate Speech Detection Dataset and BERT models by Abhishek Velankar et al
03-22-2022	Twin Weisfeiler-Lehman: High Expressive GNNs for Graph Classification by Zhaohui Wang et al
03-22-2022	Learning Program Semantics with Code Representations: An Empirical Study by Jing Kai Siow et al
03-23-2022	Sample-efficient Iterative Lower Bound Optimization of Deep Reactive Policies for Planning in Continuous MDPs by Siow Meng Low et al
03-22-2022	FedDC: Federated Learning with Non-IID Data via Local Drift Decoupling and Correction by Liang Gao et al
03-23-2022	PEAR: Personalized Re-ranking with Contextualized Transformer for Recommendation by Yi Li et al
03-22-2022	Multi-Source Domain Adaptation Based on Federated Knowledge Alignment by Yuwei Sun et al
03-24-2022	Tackling Online One-Class Incremental Learning by Removing Negative Contrasts by Nader Asadi et al
03-23-2022	3D Adapted Random Forest Vision (3DARFV) for Untangling Heterogeneous-Fabric Exceeding Deep Learning Semantic Segmentation Efficiency at the Utmost Accuracy by Omar Alfarisi et al
03-22-2022	Neural System Level Synthesis: Learning over All Stabilizing Policies for Nonlinear Systems by Luca Furieri et al
03-25-2022	MKQ-BERT: Quantized BERT with 4-bits Weights and Activations by Hanlin Tang et al
03-22-2022	A Bayesian Approach for Shaft Centre Localisation in Journal Bearings by Christopher A. Lindley et al
03-24-2022	Position Tracking using Likelihood Modeling of Channel Features with Gaussian Processes by Sebastian Kram et al
03-25-2022	Neural Networks with Divisive normalization for image segmentation with application in cityscapes dataset by Pablo Hernández-Cámara et al
03-23-2022	The BP Dependency Function: a Generic Measure of Dependence between Random Variables by Guus Berkelmans et al
03-22-2022	Diagnosis of Schizophrenia: A comprehensive evaluation by M. Tanveer et al
03-25-2022	Common Failure Modes of Subcluster-based Sampling in Dirichlet Process Gaussian Mixture Models -- and a Deep-learning Solution by Vlad Winter et al
03-23-2022	Deep Multi-View Learning for Tire Recommendation by Thomas Ranvier et al
03-23-2022	Risk Consistent Multi-Class Learning from Label Proportions by Ryoma Kobayashi et al
03-23-2022	Towards All-Purpose Domain Adaptation Under Confounding by Calvin McCarter
03-24-2022	Qualitative neural network approximation over R and C: Elementary proofs for analytic and polynomial activation by Josiah Park et al
03-23-2022	Constrained Clustering and Multiple Kernel Learning without Pairwise Constraint Relaxation by Benedikt Boecking et al
03-22-2022	Exploring Linear Feature Disentanglement For Neural Networks by Tiantian He et al
03-25-2022	Speech-enhanced and Noise-aware Networks for Robust Speech Recognition by Hung-Shin Lee et al
03-22-2022	Making Recommender Systems Forget: Learning and Unlearning for Erasable Recommendation by Yuyuan Li et al
03-23-2022	Unsupervised Pre-Training on Patient Population Graphs for Patient-Level Predictions by Chantal Pellegrini et al
03-23-2022	Wider or Deeper Neural Network Architecture for Acoustic Scene Classification with Mismatched Recording Devices by Lam Pham et al
03-22-2022	Explainable Landscape Analysis in Automated Algorithm Performance Prediction by Risto Trajanov et al
03-22-2022	A Note on Target Q-learning For Solving Finite MDPs with A Generative Oracle by Ziniu Li et al
03-23-2022	On Understanding the Influence of Controllable Factors with a Feature Attribution Algorithm: a Medical Case Study by Veera Raghava Reddy Kovvuri et al
03-23-2022	A Supervised Machine Learning Approach for Sequence Based Protein-protein Interaction (PPI) Prediction by Soumyadeep Debnath et al
03-22-2022	Performance of long short-term memory artificial neural networks in nowcasting during the COVID-19 crisis by Daniel Hopp
03-25-2022	Stochastic Trajectory Prediction via Motion Indeterminacy Diffusion by Tianpei Gu et al
03-25-2022	ST-FL: Style Transfer Preprocessing in Federated Learning for COVID-19 Segmentation by Antonios Georgiadis et al
03-23-2022	LHNN: Lattice Hypergraph Neural Network for VLSI Congestion Prediction by Bowen Wang et al
03-23-2022	Node Representation Learning in Graph via Node-to-Neighbourhood Mutual Information Maximization by Wei Dong et al
03-25-2022	Learning to Mediate Disparities Towards Pragmatic Communication by Yuwei Bao et al
03-25-2022	Fast fluorescence lifetime imaging analysis via extreme learning machine by Zhenya Zang et al
03-24-2022	Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition by Alessio Burrello et al
03-23-2022	Towards explaining the generalization gap in neural networks using topological data analysis by Rubén Ballester et al
03-25-2022	Ensemble Spectral Prediction (ESP) Model for Metabolite Annotation by Xinmeng Li et al
03-23-2022	Bellman Residual Orthogonalization for Offline Reinforcement Learning by Andrea Zanette et al
03-24-2022	Kullback-Leibler control for discrete-time nonlinear systems on continuous spaces by Kaito Ito et al
03-23-2022	Predicting Multi-Antenna Frequency-Selective Channels via Meta-Learned Linear Filters based on Long-Short Term Channel Decomposition by Sangwoo Park et al
03-24-2022	Probing Representation Forgetting in Supervised and Unsupervised Continual Learning by MohammadReza Davari et al
03-25-2022	Non-Probability Sampling Network for Stochastic Human Trajectory Prediction by Inhwan Bae et al
03-25-2022	Searching for Network Width with Bilaterally Coupled Network by Xiu Su et al
03-24-2022	Remember and Forget Experience Replay for Multi-Agent Reinforcement Learning by Pascal Weber et al
03-25-2022	From MIM-Based GAN to Anomaly Detection:Event Probability Influence on Generative Adversarial Networks by Rui She et al
03-24-2022	Rubiks Cube Operator: A Plug And Play Permutation Module for Better Arranging High Dimensional Industrial Data in Deep Convolutional Processes by Luoxiao Yang et al
03-22-2022	WayFAST: Traversability Predictive Navigation for Field Robots by Mateus Valverde Gasparino et al
03-23-2022	Modality Competition: What Makes Joint Training of Multi-modal Network Fail in Deep Learning? (Provably) by Yu Huang et al
03-23-2022	Asynchronous Collaborative Learning Across Data Silos by Tiffany Tuor et al
03-25-2022	Deformable Butterfly: A Highly Structured and Sparse Linear Transform by Rui Lin et al
03-25-2022	Lightweight Graph Convolutional Networks with Topologically Consistent Magnitude Pruning by Hichem Sahbi
03-24-2022	Learning Spatiotemporal Chaos Using Next-Generation Reservoir Computing by Wendson A. S. Barbosa et al
03-22-2022	3D-EDM: Early Detection Model for 3D-Printer Faults by Harim Jeong et al
03-22-2022	Learning by non-interfering feedback chemical signaling in physical networks by Vidyesh Rao Anisetti et al
03-22-2022	Scale-out Systolic Arrays by Ahmet Caner Yüzügüler et al
03-25-2022	Analysis of the Production Strategy of Mask Types in the COVID-19 Environment by Xiangri Lu et al
03-22-2022	DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification by Hongrun Zhang et al
03-24-2022	Mix and Match: Learning-free Controllable Text Generation using Energy Language Models by Fatemehsadat Mireshghallah et al
03-22-2022	Residual-Guided Non-Intrusive Speech Quality Assessment by Zhe Ye et al
03-25-2022	StretchBEV: Stretching Future Instance Prediction Spatially and Temporally by Adil Kaan Akan et al
03-25-2022	High Dimensional Quantum Learning With Small Quantum Computers by Simon C. Marshall et al
03-24-2022	Addressing Client Drift in Federated Continual Learning with Adaptive Optimization by Yeshwanth Venkatesha et al
03-23-2022	A Top-down Supervised Learning Approach to Hierarchical Multi-label Classification in Networks by Miguel Romero et al
03-22-2022	Should Machine Learning Models Report to Us When They Are Clueless? by Roozbeh Yousefzadeh et al
03-22-2022	An Emulation Framework for Fire Front Spread by Andrew Bolt et al
03-24-2022	Does human speech follow Benfords Law? by Leo Hsu et al
03-25-2022	Generalization bounds for learning under graph-dependence: A survey by Rui-Ray Zhang et al
03-22-2022	Merging Knockout and Round-Robin Tournaments: A Flexible Linear Elimination Tournament Design by Kaan Gokcesu et al
03-25-2022	Origins of Low-dimensional Adversarial Perturbations by Elvis Dohmatob et al
03-25-2022	JAX-FLUIDS: A fully-differentiable high-order computational fluid dynamics solver for compressible two-phase flows by Deniz A. Bezgin et al
03-22-2022	An Optical Controlling Environment and Reinforcement Learning Benchmarks by Abulikemu Abuduweili et al
03-22-2022	Review of Metrics to Measure the Stability, Robustness and Resilience of Reinforcement Learning by Laura L. Pullum
03-24-2022	Human Gait Recognition Using Bag of Words Feature Representation Method by Nasrin Bayat et al
03-22-2022	Matrix Completion with Heterogonous Cost by Ilqar Ramazanli
03-25-2022	A Comparative Survey of Deep Active Learning by Xueying Zhan et al
03-22-2022	Wasserstein Distributionally Robust Optimization via Wasserstein Barycenters by Tim Tsz-Kit Lau et al
03-23-2022	A Spatial-Temporal Attention Multi-Graph Convolution Network for Ride-Hailing Demand Prediction Based on Periodicity with Offset by Dong Xing et al
03-24-2022	FedGradNorm: Personalized Federated Gradient-Normalized Multi-Task Learning by Matin Mortaheb et al
03-24-2022	Continuous-Time Audiovisual Fusion with Recurrence vs. Attention for In-The-Wild Affect Recognition by Vincent Karas et al
03-22-2022	Federated Self-Supervised Learning for Acoustic Event Classification by Meng Feng et al
03-22-2022	Toward Physically Realizable Quantum Neural Networks by Mohsen Heidari et al
03-25-2022	EmotionNAS: Two-stream Architecture Search for Speech Emotion Recognition by Haiyang Sun et al
03-25-2022	A Comparative Evaluation of Machine Learning Algorithms for the Prediction of R/C Buildings Seismic Damage by Konstantinos Demertzis et al
03-25-2022	LAMBDA: Covering the Solution Set of Black-Box Inequality by Search Space Quantization by Lihao Liu et al
03-22-2022	Satellite Infrastructure/Mission Tradeoffs by Matthew Ciolino
03-22-2022	A Quantitative Comparison between Shannon and Tsallis Havrda Charvat Entropies Applied to Cancer Outcome Prediction by Thibaud Brochet et al
03-25-2022	Improving Question Answering over Knowledge Graphs Using Graph Summarization by Sirui Li et al
03-24-2022	Modeling Attrition in Recommender Systems with Departing Bandits by Omer Ben-Porat et al
03-25-2022	pp-Generalized Probit Regression and Scalable Maximum Likelihood Estimation via Sketching and Coresets by Alexander Munteanu et al
03-25-2022	A Hybrid Framework for Sequential Data Prediction with End-to-End Optimization by Mustafa E. Aydın et al
03-24-2022	Automated Algorithm Selection: from Feature-Based to Feature-Free Approaches by Mohamad Alissa et al
03-23-2022	Verification of safety critical control policies using kernel methods by Nikolaus Vertovec et al
03-25-2022	An Intelligent End-to-End Neural Architecture Search Framework for Electricity Forecasting Model Development by Jin Yang et al
03-24-2022	Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5) by Shijie Geng et al
03-25-2022	FLUTE: A Scalable, Extensible Framework for High-Performance Federated Learning Simulations by Dimitrios Dimitriadis et al
03-25-2022	Feature extraction using Spectral Clustering for Gene Function Prediction by Miguel Romero et al
03-24-2022	Email Summarization to Assist Users in Phishing Identification by Amir Kashapov et al
03-25-2022	Sparse Federated Learning with Hierarchical Personalization Models by Xiaofeng Liu et al
03-22-2022	Constrained Parameter Inference as a Principle for Learning by Nasir Ahmad et al
03-24-2022	Precipitaion Nowcasting using Deep Neural Network by Mohamed Chafik Bakkay et al
03-24-2022	Risk-Aware Off-Road Navigation via a Learned Speed Distribution Map by Xiaoyi Cai et al
03-24-2022	Deep reinforcement learning for optimal well control in subsurface systems with uncertain geology by Yusuf Nasir et al
03-22-2022	Learning curves for the multi-class teacher-student perceptron by Elisabetta Cornacchia et al
03-24-2022	Shoring Up the Foundations: Fusing Model Embeddings and Weak Supervision by Mayee F. Chen et al
03-24-2022	A Manifold View of Adversarial Risk by Wenjia Zhang et al
03-25-2022	Machine-Learning Based Objective Function Selection for Community Detection by Asa Bornstein et al
03-24-2022	Quantum Feature Selection by Sascha Mücke et al
03-25-2022	Fast and computationally efficient generative adversarial network algorithm for unmanned aerial vehicle-based network coverage optimization by Marek Ružička et al
03-24-2022	Local optimisation of Nystr\om samples through stochastic gradient descent by Matthew Hutchings et al
03-24-2022	Repairing Group-Level Errors for DNNs Using Weighted Regularization by Ziyuan Zhong et al
03-24-2022	Nash Neural Networks : Inferring Utilities from Optimal Behaviour by John J. Molina et al
03-24-2022	On Exploiting Layerwise Gradient Statistics for Effective Training of Deep Neural Networks by Guoqiang Zhang et al
03-24-2022	Learning Losses for Strategic Classification by Tosca Lechner et al
03-25-2022	Preprocessing Reward Functions for Interpretability by Erik Jenner et al
03-23-2022	DPST: De Novo Peptide Sequencing with Amino-Acid-Aware Transformers by Yan Yang et al
03-25-2022	HYDRA: Competing convolutional kernels for fast and accurate time series classification by Angus Dempster et al
03-25-2022	Supplemental Material: Lifelong Generative Modelling Using Dynamic Expansion Graph Model by Fei Ye et al
03-22-2022	Machine Learning Testing in an ADAS Case Study Using Simulation-Integrated Bio-Inspired Search-Based Testing by Mahshid Helali Moghadam et al
03-25-2022	Understanding the Difficulty of Training Physics-Informed Neural Networks on Dynamical Systems by Franz M. Rohrhofer et al
03-25-2022	Gransformer: Transformer-based Graph Generation by Ahmad Khajenezhad et al
03-24-2022	Statistic Selection and MCMC for Differentially Private Bayesian Estimation by Baris Alparslan et al