2022.4.11 Learning papers

04-07-2022	The Effects of Regularization and Data Augmentation are Class Dependent by Randall Balestriero et al
04-07-2022	Video Diffusion Models by Jonathan Ho et al
04-05-2022	Is it worth the effort? Understanding and contextualizing physical metrics in soccer by Sergio Llana et al
04-06-2022	KNN-Diffusion: Image Generation via Large-Scale Retrieval by Oron Ashual et al
04-05-2022	Hybrid Predictive Coding: Inferring, Fast and Slow by Alexander Tschantz et al
04-06-2022	Last Layer Re-Training is Sufficient for Robustness to Spurious Correlations by Polina Kirichenko et al
04-07-2022	Unified Contrastive Learning in Image-Text-Label Space by Jianwei Yang et al
04-05-2022	Can language models learn from explanations in context? by Andrew K. Lampinen et al
04-05-2022	ObjectFolder 2.0: A Multisensory Object Dataset for Sim2Real Transfer by Ruohan Gao et al
04-06-2022	AUV-Net: Learning Aligned UV Maps for Texture Transfer and Synthesis by Zhiqin Chen et al
04-06-2022	Knowledge Infused Decoding by Ruibo Liu et al
04-05-2022	Fact Checking with Insufficient Evidence by Pepa Atanasova et al
04-07-2022	Solving ImageNet: a Unified Scheme for Training any Backbone to Top Results by Tal Ridnik et al
04-07-2022	Unsupervised Image-to-Image Translation with Generative Prior by Shuai Yang et al
04-07-2022	A Joint Learning Approach for Semi-supervised Neural Topic Modeling by Jeffrey Chiu et al
04-05-2022	Jump-Start Reinforcement Learning by Ikechukwu Uchendu et al
04-07-2022	Covariance matrix preparation for quantum principal component analysis by Max Hunter Gordon et al
04-07-2022	What You See is What You Get: Distributional Generalization for Algorithm Design in Deep Learning by Bogdan Kulynych et al
04-05-2022	A Generative Deep Learning Approach to Stochastic Downscaling of Precipitation Forecasts by Lucy Harris et al
04-07-2022	Visualizing Deep Neural Networks with Topographic Activation Maps by Andreas Krug et al
04-07-2022	Pretraining Text Encoders with Adversarial Mixture of Training Signal Generators by Yu Meng et al
04-05-2022	Predicting and Explaining Mobile UI Tappability with Vision Modeling and Saliency Analysis by Eldon Schoop et al
04-06-2022	Fusing finetuned models for better pretraining by Leshem Choshen et al
04-07-2022	Pin the Memory: Learning to Generalize Semantic Segmentation by Jin Kim et al
04-07-2022	Learning to Compose Soft Prompts for Compositional Zero-Shot Learning by Nihal V. Nayak et al
04-06-2022	Fundamental limits to learning closed-form mathematical models from data by Oscar Fajardo-Fontiveros et al
04-07-2022	Accelerating Attention through Gradient-Based Learned Runtime Pruning by Zheng Li et al
04-05-2022	Deep surrogate accelerated delayed-acceptance HMC for Bayesian inference of spatio-temporal heat fluxes in rotating disc systems by Teo Deveney et al
04-06-2022	First-Order Algorithms for Nonlinear Generalized Nash Equilibrium Problems by Michael I. Jordan et al
04-07-2022	PALBERT: Teaching ALBERT to Ponder by Nikita Balagansky et al
04-07-2022	Modeling Label Correlations for Second-Order Semantic Dependency Parsing with Mean-Field Inference by Songlin Yang et al
04-06-2022	Sub-Task Decomposition Enables Learning in Sequence to Sequence Tasks by Noam Wies et al
04-06-2022	SOMOS: The Samsung Open MOS Dataset for the Evaluation of Neural Text-to-Speech Synthesis by Georgia Maniati et al
04-07-2022	BERTuit: Understanding Spanish language in Twitter through a native transformer by Javier Huertas-Tato et al
04-06-2022	Statistical Model Criticism of Variational Auto-Encoders by Claartje Barkhof et al
04-06-2022	Data Justice Stories: A Repository of Case Studies by David Leslie et al
04-05-2022	Neural Computing with Coherent Laser Networks by Mohammad-Ali Miri et al
04-06-2022	Nonlinear gradient mappings and stochastic optimization: A general framework with applications to heavy-tail noise by Dusan Jakovetic et al
04-05-2022	Learning to Bid Long-Term: Multi-Agent Reinforcement Learning with Long-Term and Sparse Reward in Repeated Auction Games by Jing Tan et al
04-05-2022	Improving Generalizability in Implicitly Abusive Language Detection with Concept Activation Vectors by Isar Nejadgholi et al
04-05-2022	RL4ReAl: Reinforcement Learning for Register Allocation by S. VenkataKeerthy et al
04-07-2022	Heterogeneous Target Speech Separation by Efthymios Tzinis et al
04-05-2022	Normalizing Flow-based Day-Ahead Wind Power Scenario Generation for Profitable and Reliable Delivery Commitments by Wind Farm Operators by Eike Cramer et al
04-05-2022	Automating Reinforcement Learning with Example-based Resets by Jigang Kim et al
04-05-2022	Abstractive summarization of hospitalisation histories with transformer networks by Alexander Yalunin et al
04-05-2022	Nearly minimax robust estimator of the mean vector by iterative spectral dimension reduction by Amir-Hossein Bateni et al
04-06-2022	Enhancement on Model Interpretability and Sleep Stage Scoring Performance with A Novel Pipeline Based on Deep Neural Network by Zheng Chen et al
04-06-2022	Question Generation for Reading Comprehension Assessment by Modeling How and What to Ask by Bilal Ghanem et al
04-05-2022	SwapMix: Diagnosing and Regularizing the Over-Reliance on Visual Context in Visual Question Answering by Vipul Gupta et al
04-07-2022	Compositional Generalization and Decomposition in Neural Program Synthesis by Kensen Shi et al
04-07-2022	Imitating, Fast and Slow: Robust learning from demonstrations via decision-time planning by Carl Qi et al
04-07-2022	Security Aspects of Quantum Machine Learning: Opportunities, Threats and Defenses by Satwik Kundu et al
04-06-2022	How Do Graph Networks Generalize to Large and Diverse Molecular Systems? by Johannes Gasteiger et al
04-05-2022	Prosodic Alignment for off-screen automatic dubbing by Yogesh Virkar et al
04-07-2022	Offline Reinforcement Learning for Safer Blood Glucose Control in People with Type 1 Diabetes by Harry Emerson et al
04-06-2022	FedCos: A Scene-adaptive Federated Optimization Enhancement for Performance Improvement by Hao Zhang et al
04-05-2022	Learning new physics efficiently with nonparametric methods by Marco Letizia et al
04-05-2022	SNUG: Self-Supervised Neural Dynamic Garments by Igor Santesteban et al
04-07-2022	Enabling Deep Learning for All-in EDGE paradigm by Praveen Joshi et al
04-06-2022	High Probability Bounds for a Class of Nonconvex Algorithms with AdaGrad Stepsize by Ali Kavis et al
04-06-2022	Federated Reinforcement Learning with Environment Heterogeneity by Hao Jin et al
04-07-2022	Class-Incremental Learning with Strong Pre-trained Models by Tz-Ying Wu et al
04-07-2022	Optimizing the Long-Term Behaviour of Deep Reinforcement Learning for Pushing and Grasping by Rodrigo Chau
04-06-2022	Efficient Test-Time Model Adaptation without Forgetting by Shuaicheng Niu et al
04-05-2022	Aggregating distribution forecasts from deep ensembles by Benedikt Schulz et al
04-06-2022	GPSAF: A Generalized Probabilistic Surrogate-Assisted Framework for Constrained Single- and Multi-objective Optimization by Julian Blank et al
04-06-2022	Simple and Effective Synthesis of Indoor 3D Scenes by Jing Yu Koh et al
04-08-2022	Quantum Machine Learning Framework for Virtual Screening in Drug Discovery: a Prospective Quantum Advantage by Stefano Mensa et al
04-05-2022	Multi-Agent Distributed Reinforcement Learning for Making Decentralized Offloading Decisions by Jing Tan et al
04-06-2022	DeepTensor: Low-Rank Tensor Decomposition with Deep Network Priors by Vishwanath Saragadam et al
04-08-2022	C-NMT: A Collaborative Inference Framework for Neural Machine Translation by Yukai Chen et al
04-07-2022	Machine Learning-Enabled IoT Security: Open Issues and Challenges Under Advanced Persistent Threats by Zhiyan Chen et al
04-05-2022	Pareto-optimal clustering with the primal deterministic information bottleneck by Andrew K. Tan et al
04-07-2022	MTI-Net: A Multi-Target Speech Intelligibility Prediction Model by Ryandhimas E. Zezario et al
04-05-2022	Bimodal Distributed Binarized Neural Networks by Tal Rozen et al
04-05-2022	SE(3)-Equivariant Attention Networks for Shape Reconstruction in Function Space by Evangelos Chatzipantazis et al
04-05-2022	Action-Conditioned Contrastive Policy Pretraining by Qihang Zhang et al
04-07-2022	Multi-Sample ζζ-mixup: Richer, More Realistic Synthetic Samples from a pp-Series Interpolant by Kumar Abhishek et al
04-07-2022	MBI-Net: A Non-Intrusive Multi-Branched Speech Intelligibility Prediction Model for Hearing Aids by Ryandhimas E. Zezario et al
04-07-2022	Equivariance Discovery by Learned Parameter-Sharing by Raymond A. Yeh et al
04-07-2022	Explicit Feature Interaction-aware Graph Neural Networks by Minkyu Kim et al
04-05-2022	IFTT-PIN: Demonstrating the Self-Calibration Paradigm on a PIN-Entry Task by Jonathan Grizou
04-06-2022	Guaranteed Bounds for Posterior Inference in Universal Probabilistic Programming by Raven Beutner et al
04-05-2022	Learning Speech Emotion Representations in the Quaternion Domain by Eric Guizzo et al
04-06-2022	Optimal Sublinear Sampling of Spanning Trees and Determinantal Point Processes via Average-Case Entropic Independence by Nima Anari et al
04-07-2022	Distributed Reinforcement Learning for Robot Teams: A Review by Yutong Wang et al
04-05-2022	A machine learning-based framework for high resolution mapping of PM2.5 in Tehran, Iran, using MAIAC AOD data by Hossein Bagheri
04-07-2022	Continual Inference: A Library for Efficient Online Inference with Deep Neural Networks in PyTorch by Lukas Hedegaard et al
04-05-2022	A lightweight and accurate YOLO-like network for small target detection in Aerial Imagery by Alessandro Betti
04-05-2022	Learning Generalizable Dexterous Manipulation from Human Grasp Affordance by Yueh-Hua Wu et al
04-07-2022	Temporal Alignment for History Representation in Reinforcement Learning by Aleksandr Ermolov et al
04-07-2022	Generalised Latent Assimilation in Heterogeneous Reduced Spaces with Machine Learning Surrogate Models by Sibo Cheng et al
04-06-2022	VNIbCReg: VICReg with Neighboring-Invariance and better-Covariance Evaluated on Non-stationary Seismic Signal Time Series by Daesoo Lee et al
04-05-2022	Walk this Way! Entity Walks and Property Walks for RDF2vec by Jan Portisch et al
04-05-2022	Learning Pneumatic Non-Prehensile Manipulation with a Mobile Blower by Jimmy Wu et al
04-07-2022	A Learnable Variational Model for Joint Multimodal MRI Reconstruction and Synthesis by Wanyu Bian et al
04-06-2022	MultiAuto-DeepONet: A Multi-resolution Autoencoder DeepONet for Nonlinear Dimension Reduction, Uncertainty Quantification and Operator Learning of Forward and Inverse Stochastic Problems by Jiahao Zhang et al
04-05-2022	Split Hierarchical Variational Compression by Tom Ryder et al
04-05-2022	Complex-Valued Autoencoders for Object Discovery by Sindy Löwe et al
04-05-2022	LatentGAN Autoencoder: Learning Disentangled Latent Distribution by Sanket Kalwar et al
04-05-2022	A Survey on Dropout Methods and Experimental Verification in Recommendation by Yangkun Li et al
04-06-2022	Failure Identification from Unstable Log Data using Deep Learning by Jasmin Bogatinovski et al
04-07-2022	DDOS: A MOS Prediction Framework utilizing Domain Adaptive Pre-training and Distribution of Opinion Scores by Wei-Cheng Tseng et al
04-05-2022	Lost in Latent Space: Disentangled Models and the Challenge of Combinatorial Generalisation by Milton L. Montero et al
04-05-2022	P3Depth: Monocular Depth Estimation with a Piecewise Planarity Prior by Vaishakh Patil et al
04-07-2022	Correcting Misproducted Speech using Spectrogram Inpainting by Talia Ben-Simon et al
04-07-2022	Domain Adaptation for Time-Series Classification to Mitigate Covariate Shift by Felix Ott et al
04-07-2022	A Pathology-Based Machine Learning Method to Assist in Epithelial Dysplasia Diagnosis by Karoline da Rocha et al
04-07-2022	Half-sibling regression meets exoplanet imaging: PSF modeling and subtraction using a flexible, domain knowledge-driven, causal framework by Timothy D. Gebhard et al
04-07-2022	Multi-Task Distributed Learning using Vision Transformer with Random Patch Permutation by Sangjoon Park et al
04-06-2022	DiffCloud: Real-to-Sim from Point Clouds with Differentiable Simulation and Rendering of Deformable Objects by Priya Sundaresan et al
04-05-2022	Imaging Conductivity from Current Density Magnitude using Neural Networks by Bangti Jin et al
04-05-2022	Spread Spurious Attribute: Improving Worst-group Accuracy with Spurious Attribute Estimation by Junhyun Nam et al
04-08-2022	Data-Driven Evaluation of Training Action Space for Reinforcement Learning by Rajat Ghosh et al
04-08-2022	Learning Polynomial Transformations by Sitan Chen et al
04-06-2022	Efficient Bayesian Network Structure Learning via Parameterized Local Search on Topological Orderings by Niels Grüttemeier et al
04-06-2022	Attention-based CNN-LSTM and XGBoost hybrid model for stock prediction by Zhuangwei Shi et al
04-05-2022	Design Guidelines for Inclusive Speaker Verification Evaluation Datasets by Wiebke Toussaint Hutiri et al
04-05-2022	Emphasis on the Minimization of False Negatives or False Positives in Binary Classification by Sanskriti Singh
04-06-2022	Neural Network-augmented Kalman Filtering for Robust Online Speech Dereverberation in Noisy Reverberant Environments by Jean-Marie Lemercier et al
04-06-2022	Standardized feature extraction from pairwise conflicts applied to the train rescheduling problem by Anikó Kopacz et al

04-07-2022	Composite Spatial Monte Carlo Integration Based on Generalized Least Squares by Kaiji Sekimoto et al
04-07-2022	Learning to Solve Travelling Salesman Problem with Hardness-adaptive Curriculum by Zeyang Zhang et al
04-07-2022	Robust and Explainable Autoencoders for Unsupervised Time Series Outlier Detection---Extended Version by Tung Kieu et al
04-05-2022	Too Big to Fail? Active Few-Shot Learning Guided Logic Synthesis by Animesh Basak Chowdhury et al
04-05-2022	A Transformer-Based Contrastive Learning Approach for Few-Shot Sign Language Recognition by Silvan Ferreira et al
04-08-2022	SuperNet in Neural Architecture Search: A Taxonomic Survey by Stephen Cha et al
04-07-2022	Neural Implicit Flow: a mesh-agnostic dimensionality reduction paradigm of spatio-temporal data by Shaowu Pan et al
04-07-2022	Exploring the Universality of Hadronic Jet Classification by Kingman Cheung et al
04-07-2022	Q-learning with online random forests by Joosung Min et al
04-08-2022	Disentangled Latent Speech Representation for Automatic Pathological Intelligibility Assessment by Tobias Weise et al
04-06-2022	LilNetX: Lightweight Networks with EXtreme Model Compression and Structured Sparsification by Sharath Girish et al
04-05-2022	Adversarial Robustness through the Lens of Convolutional Filters by Paul Gavrikov et al
04-08-2022	Karaoker: Alignment-free singing voice synthesis with speech training data by Panos Kakoulidis et al
04-06-2022	Optimization Models and Interpretations for Three Types of Adversarial Perturbations against Support Vector Machines by Wen Su et al
04-05-2022	Positive and Negative Critiquing for VAE-based Recommenders by Diego Antognini et al
04-05-2022	Model Based Meta Learning of Critics for Policy Gradients by Sarah Bechtle et al
04-05-2022	MetaAudio: A Few-Shot Audio Classification Benchmark by Calum Heggan et al
04-05-2022	MGDCF: Distance Learning via Markov Graph Diffusion for Neural Collaborative Filtering by Jun Hu et al
04-06-2022	CAIPI in Practice: Towards Explainable Interactive Medical Image Classification by Emanuel Slany et al
04-05-2022	Hear No Evil: Towards Adversarial Robustness of Automatic Speech Recognition via Multi-Task Learning by Nilaksh Das et al
04-07-2022	Using Decision Tree as Local Interpretable Model in Autoencoder-based LIME by Niloofar Ranjbar et al
04-06-2022	Double Descent in Random Feature Models: Precise Asymptotic Analysis for General Convex Regularization by David Bosch et al
04-07-2022	Transformer-Based Language Models for Software Vulnerability Detection: Performance, Models Security and Platforms by Chandra Thapa et al
04-08-2022	Labeling-Free Comparison Testing of Deep Learning Models by Yuejun Guo et al
04-05-2022	A Set Membership Approach to Discovering Feature Relevance and Explaining Neural Classifier Decisions by Stavros P. Adam et al
04-05-2022	SemanticCAP: Chromatin Accessibility Prediction Enhanced by Features Learning from a Language Model by Yikang Zhang et al
04-08-2022	Controllable Missingness from Uncontrollable Missingness: Joint Learning Measurement Policy and Imputation by Seongwook Yoon et al
04-07-2022	FedADMM: A Robust Federated Deep Learning Framework with Adaptivity to System Heterogeneity by Yonghai Gong et al
04-07-2022	Enhancing Semantic Code Search with Multimodal Contrastive Learning and Soft Data Augmentation by Ensheng Shi et al
04-07-2022	Few-Shot Forecasting of Time-Series with Heterogeneous Channels by Lukas Brinkmeyer et al
04-07-2022	Risk-based regulation for all: The need and a method for a wide adoption solution for data-driven inspection targeting by Celso H. H. Ribas et al
04-07-2022	Using Multiple Self-Supervised Tasks Improves Model Robustness by Matthew Lawhon et al
04-07-2022	Energy-Efficient Adaptive Machine Learning on IoT End-Nodes With Class-Dependent Confidence by Francesco Daghero et al
04-07-2022	Automated Design of Salient Object Detection Algorithms with Brain Programming by Gustavo Olague et al
04-07-2022	Jacobian Norm for Unsupervised Source-Free Domain Adaptation by Weikai Li et al
04-07-2022	BankNote-Net: Open dataset for assistive universal currency recognition by Felipe Oviedo et al
04-08-2022	Decomposition-based Generation Process for Instance-Dependent Partial Label Learning by Congyu Qiao et al
04-05-2022	Data-driven Influence Based Clustering of Dynamical Systems by Subhrajit Sinha
04-06-2022	Learning and Transferring Value Function for Robot Exploration in Subterranean Environments by Yafei Hu et al
04-08-2022	ECG Biometric Recognition: Review, System Proposal, and Benchmark Evaluation by Pietro Melzi et al
04-07-2022	Inference over radiative transfer models using variational and expectation maximization methods by Daniel Heestermans Svendsen et al
04-08-2022	Does the Market of Citations Reward Reproducible Work? by Edward Raff
04-07-2022	Faster algorithms for learning to link, align sequences, and price two-part tariffs by Maria-Florina Balcan et al
04-06-2022	Data-Centric Green AI: An Exploratory Empirical Study by Roberto Verdecchia et al
04-07-2022	Interval Bound Propagation––aided Few--shot Learning by Shounak Datta et al
04-07-2022	DynLight: Realize dynamic phase duration with multi-level traffic signal control by Liang Zhang et al
04-06-2022	A survey on recently proposed activation functions for Deep Learning by Murilo Gustineli
04-08-2022	CD22-pFed: Cyclic Distillation-guided Channel Decoupling for Model Personalization in Federated Learning by Yiqing Shen et al
04-06-2022	Learning to Adapt Clinical Sequences with Residual Mixture of Experts by Jeong Min Lee et al
04-08-2022	Ontology Matching Through Absolute Orientation of Embedding Spaces by Jan Portisch et al
04-08-2022	KGI: An Integrated Framework for Knowledge Intensive Language Tasks by Md Faisal Mahbub Chowdhury et al
04-06-2022	Distributed Statistical Min-Max Learning in the Presence of Byzantine Agents by Arman Adibi et al
04-06-2022	Customizable End-to-end Optimization of Online Neural Network-supported Dereverberation for Hearing Devices by Jean-Marie Lemercier et al
04-06-2022	PAnDR: Fast Adaptation to New Environments from Offline Experiences via Decoupling Policy and Environment Representations by Tong Sang et al
04-08-2022	Checking HateCheck: a cross-functional analysis of behaviour-aware learning for hate speech detection by Pedro Henrique Luz de Araujo et al
04-05-2022	GAIL-PT: A Generic Intelligent Penetration Testing Framework with Generative Adversarial Imitation Learning by Jinyin Chen et al
04-08-2022	The Complexity of Markov Equilibrium in Stochastic Games by Constantinos Daskalakis et al
04-08-2022	SnapMode: An Intelligent and Distributed Large-Scale Fashion Image Retrieval Platform Based On Big Data and Deep Generative Adversarial Network Technologies by Narges Norouzi et al
04-05-2022	GP-BART: a novel Bayesian additive regression trees approach using Gaussian processes by Mateus Maia et al
04-07-2022	Self supervised learning for robust voice cloning by Konstantinos Klapsas et al
04-05-2022	Penalised FTRL With Time-Varying Constraints by Douglas J. Leith et al
04-05-2022	Self-supervised learning -- A way to minimize time and effort for precision agriculture? by Michael L. Marszalek et al
04-06-2022	Spatio-Temporal Dynamic Graph Relation Learning for Urban Metro Flow Prediction by Peng Xie et al
04-06-2022	Bridging the Gap of AutoGraph between Academia and Industry: Analysing AutoGraph Challenge at KDD Cup 2020 by Zhen Xu et al
04-05-2022	OccamNets: Mitigating Dataset Bias by Favoring Simpler Hypotheses by Robik Shrestha et al
04-08-2022	EPASAD: Ellipsoid decision boundary based Process-Aware Stealthy Attack Detector by Vikas Maurya et al
04-06-2022	Accelerating Backward Aggregation in GCN Training with Execution Path Preparing on GPUs by Shaoxian Xu et al
04-07-2022	mulEEG: A Multi-View Representation Learning on EEG Signals by Vamsi Kumar et al
04-07-2022	Decentralized Event-Triggered Federated Learning with Heterogeneous Communication Thresholds by Shahryar Zehtabi et al
04-08-2022	Generative Adversarial Method Based On Neural Tangent Kernels by Yu-Rong Zhang et al
04-06-2022	Distilling Robust and Non-Robust Features in Adversarial Examples by Information Bottleneck by Junho Kim et al
04-07-2022	GreaseVision: Rewriting the Rules of the Interface by Siddhartha Datta et al
04-06-2022	CHIEF: Clustering with Higher-order Motifs in Big Networks by Feng Xia et al
04-08-2022	A posteriori learning for quasi-geostrophic turbulence parametrization by Hugo Frezat et al
04-08-2022	Study of a committee of neural networks for biometric hand-geometry recognition by Marcos Faundez-Zanuy
04-06-2022	Greedier is Better: Selecting Multiple Neighbors per Iteration for Sparse Subspace Clustering by Jwo-Yuh Wu et al
04-05-2022	Zero-shot Blind Image Denoising via Implicit Neural Representations by Chaewon Kim et al
04-05-2022	FairNeuron: Improving Deep Neural Network Fairness with Adversary Games on Selective Neurons by Xuanqi Gao et al
04-07-2022	Adaptive-Gravity: A Defense Against Adversarial Samples by Ali Mirzaeian et al
04-08-2022	Network Shuffling: Privacy Amplification via Random Walks by Seng Pei Liew et al
04-05-2022	Continuous LWE is as Hard as LWE & Applications to Learning Gaussian Mixtures by Aparna Gupte et al
04-06-2022	Marrying Fairness and Explainability in Supervised Learning by Przemyslaw Grabowicz et al
04-07-2022	Free Energy Evaluation Using Marginalized Annealed Importance Sampling by Muneki Yasuda et al
04-07-2022	Global ECG Classification by Self-Operational Neural Networks with Feature Injection by Muhammad Uzair Zahid et al
04-06-2022	Beyond Separability: Analyzing the Linear Transferability of Contrastive Representations to Related Subpopulations by Jeff Z. HaoChen et al
04-08-2022	Mel-spectrogram features for acoustic vehicle detection and speed estimation by Nikola Bulatovic et al
04-08-2022	Engagement Detection with Multi-Task Training in E-Learning Environments by Onur Copur et al
04-08-2022	Optimizing Coordinative Schedules for Tanker Terminals: An Intelligent Large Spatial-Temporal Data-Driven Approach -- Part 1 by Deqing Zhai et al
04-07-2022	Qade: Solving Differential Equations on Quantum Annealers by Juan Carlos Criado et al
04-07-2022	Federated Learning from Only Unlabeled Data with Class-Conditional-Sharing Clients by Nan Lu et al
04-05-2022	SAFARI: Sparsity enabled Federated Learning with Limited and Unreliable Communications by Yuzhu Mao et al
04-06-2022	Data-Driven Approach for Log Instruction Quality Assessment by Jasmin Bogatinovski et al
04-06-2022	Federated Self-supervised Speech Representations: Are We There Yet? by Yan Gao et al
04-08-2022	Optimizing Coordinative Schedules for Tanker Terminals: An Intelligent Large Spatial-Temporal Data-Driven Approach -- Part 2 by Deqing Zhai et al
04-08-2022	KCD: Knowledge Walks and Textual Cues Enhanced Political Perspective Detection in News Media by Wenqian Zhang et al
04-07-2022	Federated Learning with Partial Model Personalization by Krishna Pillutla et al
04-05-2022	Generative Enriched Sequential Learning (ESL) Approach for Molecular Design via Augmented Domain Knowledge by Mohammad Sajjad Ghaemi et al
04-08-2022	Self-supervised Speaker Diarization by Yehoshua Dissen et al
04-06-2022	Dimensionality Expansion and Transfer Learning for Next Generation Energy Management Systems by Blaž Bertalanič et al
04-07-2022	A survey on learning from imbalanced data streams: taxonomy, challenges, empirical study, and reproducible experimental framework by Gabriel Aguiar et al
04-05-2022	Training-Free Robust Multimodal Learning via Sample-Wise Jacobian Regularization by Zhengqi Gao et al
04-08-2022	Does Robustness on ImageNet Transfer to Downstream Tasks? by Yutaro Yamada et al
04-05-2022	Privacy-Preserving Federated Learning via System Immersion and Random Matrix Encryption by Haleh Hayati et al
04-06-2022	End-To-End Optimization of Online Neural Network-supported Two-Stage Dereverberation for Hearing Devices by Jean-Marie Lemercier et al
04-05-2022	In-Pocket 3D Graphs Enhance Ligand-Target Compatibility in Generative Small-Molecule Creation by Seung-gu Kang et al
04-06-2022	Graph Neural Networks Designed for Different Graph Types: A Survey by Josephine M. Thomas et al
04-06-2022	Consensual Aggregation on Random Projected High-dimensional Features for Regression by Sothea Has
04-08-2022	Global Update Guided Federated Learning by Qilong Wu et al
04-06-2022	Federated Learning for Distributed Spectrum Sensing in NextG Communication Networks by Yi Shi et al
04-05-2022	Multi-task nonparallel support vector machine for classification by Zongmin Liu et al
04-05-2022	Incremental Unsupervised Feature Selection for Dynamic Incomplete Multi-view Data by Yanyong Huang et al
04-07-2022	TemporalUV: Capturing Loose Clothing with Temporally Coherent UV Coordinates by You Xie et al
04-08-2022	Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning by Salah Zaiem et al
04-05-2022	A Dempster-Shafer approach to trustworthy AI with application to fetal brain MRI segmentation by Lucas Fidon et al
04-05-2022	DouZero+: Improving DouDizhu AI by Opponent Modeling and Coach-guided Learning by Youpeng Zhao et al
04-07-2022	Quantum version of the k-NN classifier based on a quantum sorting algorithm by L. F. Quezada et al
04-08-2022	Disability prediction in multiple sclerosis using performance outcome measures and demographic data by Subhrajit Roy et al
04-07-2022	Learning to Walk Autonomously via Reset-Free Quality-Diversity by Bryan Lim et al
04-08-2022	Channel model for end-to-end learning of communications systems: A survey by Ijaz Ahmad et al
04-08-2022	Blockchain as an Enabler for Transfer Learning in Smart Environments by Amin Anjomshoaa et al
04-07-2022	DiversiTree: Computing Diverse Sets of Near-Optimal Solutions to Mixed-Integer Optimization Problems by Izuwa Ahanor et al
04-07-2022	Transfer Attacks Revisited: A Large-Scale Empirical Study in Real Computer Vision Settings by Yuhao Mao et al
04-06-2022	Deep transfer learning for system identification using long short-term memory neural networks by Kaicheng Niu et al
04-07-2022	Personal VAD 2.0: Optimizing Personal Voice Activity Detection for On-Device Speech Recognition by Shaojin Ding et al
04-07-2022	T4PdM: a Deep Neural Network based on the Transformer Architecture for Fault Diagnosis of Rotating Machinery by Erick Giovani Sperandio Nascimento et al
04-06-2022	Perceive, Represent, Generate: Translating Multimodal Information to Robotic Motion Trajectories by Fábio Vital et al
04-06-2022	PAGP: A physics-assisted Gaussian process framework with active learning for forward and inverse problems of partial differential equations by Jiahao Zhang et al
04-05-2022	Service resource allocation problem in the IoT driven personalized healthcare information platform by Ji Fang et al
04-08-2022	A Low-Cost Robot Science Kit for Education with Symbolic Regression for Hypothesis Discovery and Validation by Logan Saar et al
04-08-2022	Predicting Berth Stay for Tanker Terminals: A Systematic and Dynamic Approach by Deqing Zhai et al
04-07-2022	Introducing a Framework and a Decision Protocol to Calibrate Recommender Systems by Diego Corrêa da Silva et al
04-07-2022	Physics-assisted Generative Adversarial Network for X-Ray Tomography by Zhen Guo et al
04-07-2022	Identification of Autism spectrum disorder based on a novel feature selection method and Variational Autoencoder by Fangyu Zhang et al
04-07-2022	A Kernel Method to Nonlinear Location Estimation with RSS-based Fingerprint by Pai Chet Ng et al
04-05-2022	On the Effectiveness of Pretrained Models for API Learning by Mohammad Abdul Hadi et al
04-05-2022	Brain-Inspired Hyperdimensional Computing: How Thermal-Friendly for Edge Computing? by Paul R. Genssler et al
04-05-2022	Deep Graphic FBSDEs for Opinion Dynamics Stochastic Control by Tianrong Chen et al
04-08-2022	Ranking with submodular functions on a budget by Guangyi Zhang et al
04-05-2022	Comment on Black Box Prediction Methods in Sports Medicine Deserve a Red Card for Reckless Practice: A Change of Tactics is Needed to Advance Athlete Care by Jakim Berndsen et al
04-06-2022	RF Signal Transformation and Classification using Deep Neural Networks by Umar Khalid et al
04-05-2022	Discovering and forecasting extreme events via active learning in neural operators by Ethan Pickering et al
04-05-2022	Improving Voice Trigger Detection with Metric Learning by Prateeth Nayak et al
04-05-2022	Mixing Signals: Data Augmentation Approach for Deep Learning Based Modulation Recognition by Xinjie Xu et al
04-07-2022	Measuring AI Systems Beyond Accuracy by Violet Turri et al
04-05-2022	Configuration Path Control by Sergey Pankov