2021.4.12 Learning papers

04-08-2021	Does Your Dermatology Classifier Know What It Doesnt Know? Detecting the Long-Tail of Unseen Conditions by Abhijit Guha Roy et al
04-08-2021	SiT: Self-supervised vIsion Transformer by Sara Atito et al
04-07-2021	Scaling Scaling Laws with Board Games by Andrew L. Jones
04-07-2021	Modern Hopfield Networks for Few- and Zero-Shot Reaction Prediction by Philipp Seidl et al
04-06-2021	Fourier Image Transformer by Tim-Oliver Buchholz et al
04-06-2021	Efficient transfer learning for NLP with ELECTRA by François Mercier
04-06-2021	CodeTrans: Towards Cracking the Language of Silicones Code Through Self-Supervised Deep Learning and High Performance Computing by Ahmed Elnaggar et al
04-06-2021	gradSim: Differentiable simulation for system identification and visuomotor control by Krishna Murthy Jatavallabhula et al
04-06-2021	The Multi-Agent Behavior Dataset: Mouse Dyadic Social Interactions by Jennifer J. Sun et al
04-07-2021	Regularizing Generative Adversarial Networks under Limited Data by Hung-Yu Tseng et al
04-07-2021	Pushing the Limits of Non-Autoregressive Speech Recognition by Edwin G. Ng et al
04-08-2021	GrASP: A Library for Extracting and Exploring Human-Interpretable Textual Patterns by Piyawat Lertvittayakumjorn et al
04-06-2021	A Review of Formal Methods applied to Machine Learning by Caterina Urban et al
04-08-2021	On tuning consistent annealed sampling for denoising score matching by Joan Serrà et al
04-06-2021	NeuMIP: Multi-Resolution Neural Materials by Alexandr Kuznetsov et al
04-08-2021	A single gradient step finds adversarial examples on random two-layers neural networks by Sébastien Bubeck et al
04-08-2021	Pseudo-supervised Deep Subspace Clustering by Juncheng Lv et al
04-07-2021	Automatic Generation of Descriptive Titles for Video Clips Using Deep Learning by Soheyla Amirian et al
04-07-2021	HumAID: Human-Annotated Disaster Incidents Data from Twitter with Deep Learning Benchmarks by Firoj Alam et al
04-08-2021	The Single-Noun Prior for Image Clustering by Niv Cohen et al
04-06-2021	Comparing Transfer and Meta Learning Approaches on a Unified Few-Shot Classification Benchmark by Vincent Dumoulin et al
04-08-2021	Field Convolutions for Surface CNNs by Thomas W. Mitchel et al
04-07-2021	Quantum Enhanced Filter: QFilter by Parfait Atchade-Adelomou et al
04-08-2021	M-Net with Bidirectional ConvLSTM for Cup and Disc Segmentation in Fundus Images by Maleeha Khalid Khan et al
04-08-2021	Open Domain Generalization with Domain-Augmented Meta-Learning by Yang Shu et al
04-08-2021	Support-Target Protocol for Meta-Learning by Su Lu et al
04-08-2021	Few-Shot Action Recognition with Compromised Metric via Optimal Transport by Su Lu et al
04-06-2021	Ensemble deep learning: A review by M. A. Ganaie et al
04-06-2021	Creativity and Machine Learning: a Survey by Giorgio Franceschelli et al
04-07-2021	Few-Shot Incremental Learning with Continually Evolved Classifiers by Chi Zhang et al
04-08-2021	DeepProg: A Transformer-based Framework for Predicting Disease Prognosis by Huy Hoang Nguyen et al
04-08-2021	Efficient time stepping for numerical integration using reinforcement learning by Michael Dellnitz et al
04-08-2021	Exact Stochastic Second Order Deep Learning by Fares B. Mehouachi et al
04-08-2021	HindSight: A Graph-Based Vision Model Architecture For Representing Part-Whole Hierarchies by Muhammad AbdurRafae
04-08-2021	A Simple Geometric Method for Cross-Lingual Linguistic Transformations with Pre-trained Autoencoders by Maarten De Raedt et al
04-08-2021	CARRNN: A Continuous Autoregressive Recurrent Neural Network for Deep Representation Learning from Sporadic Temporal Data by Mostafa Mehdipour Ghazi et al
04-07-2021	Convolutional Neural Network Pruning with Structural Redundancy Reduction by Zi Wang et al
04-06-2021	InverseForm: A Loss Function for Structured Boundary-Aware Segmentation by Shubhankar Borse et al
04-08-2021	RNN Transducer Models For Spoken Language Understanding by Samuel Thomas et al
04-08-2021	Neural Temporal Point Processes: A Review by Oleksandr Shchur et al
04-07-2021	Minimax Estimation of Linear Functions of Eigenvectors in the Face of Small Eigen-Gaps by Gen Li et al
04-08-2021	Enhancing Object Detection for Autonomous Driving by Optimizing Anchor Generation and Addressing Class Imbalance by Manuel Carranza-García et al
04-06-2021	Accelerated Gradient Tracking over Time-varying Graphs for Decentralized Optimization by Huan Li et al
04-08-2021	Lone Pine at SemEval-2021 Task 5: Fine-Grained Detection of Hate Speech Using BERToxic by Yakoob Khan et al
04-06-2021	OodGAN: Generative Adversarial Network for Out-of-Domain Data Generation by Petr Marek et al
04-08-2021	Py-Feat: Python Facial Expression Analysis Toolbox by Jin Hyun Cheong et al
04-09-2021	SI-Score: An image dataset for fine-grained analysis of robustness to object location, rotation and size by Jessica Yung et al
04-07-2021	Monitoring Social-distance in Wide Areas during Pandemics: a Density Map and Segmentation Approach by Javier A. González-Trejo et al
04-07-2021	Prism: Private Verifiable Set Computation over Multi-Owner Outsourced Databases by Yin Li et al
04-06-2021	Information Bottleneck Attribution for Visual Explanations of Diagnosis and Prognosis by Ugur Demir et al
04-07-2021	Synthetic training data generation for deep learning based quality inspection by Pierre Gutierrez et al
04-08-2021	PDO-eS2S2CNNs: Partial Differential Operator Based Equivariant Spherical CNNs by Zhengyang Shen et al
04-09-2021	How rotational invariance of common kernels prevents generalization in high dimensions by Konstantin Donhauser et al
04-08-2021	Optimal Market Making by Reinforcement Learning by Matias Selser et al
04-06-2021	MuSLCAT: Multi-Scale Multi-Level Convolutional Attention Transformer for Discriminative Music Modeling on Raw Waveforms by Kai Middlebrook et al
04-06-2021	Variational Transformer Networks for Layout Generation by Diego Martin Arroyo et al
04-07-2021	Single-Qubit Fidelity Assessment of Quantum Annealing Hardware by Jon Nelson et al
04-08-2021	A Reinforcement Learning Environment For Job-Shop Scheduling by Pierre Tassel et al
04-08-2021	Prototypical Region Proposal Networks for Few-Shot Localization and Classification by Elliott Skomski et al
04-08-2021	An Empirical Study of the Effects of Sample-Mixing Methods for Efficient Training of Generative Adversarial Networks by Makoto Takamoto et al
04-07-2021	Optimal Algorithms for Differentially Private Stochastic Monotone Variational Inequalities and Saddle-Point Problems by Digvijay Boob et al
04-07-2021	Differentiable Patch Selection for Image Recognition by Jean-Baptiste Cordonnier et al
04-07-2021	Streaming Self-Training via Domain-Agnostic Unlabeled Images by Zhiqiu Lin et al
04-08-2021	Relieving the Plateau: Active Semi-Supervised Learning for a Better Landscape by Seo Taek Kong et al
04-06-2021	The Power of Subsampling in Submodular Maximization by Christopher Harshaw et al
04-06-2021	A non-asymptotic penalization criterion for model selection in mixture of experts models by TrungTin Nguyen et al
04-07-2021	PlasticineLab: A Soft-Body Manipulation Benchmark with Differentiable Physics by Zhiao Huang et al
04-06-2021	Towards measuring fairness in AI: the Casual Conversations dataset by Caner Hazirbas et al
04-07-2021	Distributional Robustness Loss for Long-tail Learning by Dvir Samuel et al
04-08-2021	Atrous Residual Interconnected Encoder to Attention Decoder Framework for Vertebrae Segmentation via 3D Volumetric CT Images by Wenqiang Li et al
04-08-2021	CLVSA: A Convolutional LSTM Based Variational Sequence-to-Sequence Model with Attention for Predicting Trends of Financial Markets by Jia Wang et al
04-06-2021	Using Voice and Biofeedback to Predict User Engagement during Requirements Interviews by Alessio Ferrari et al
04-06-2021	Exploring Topic-Metadata Relationships with the STM: A Bayesian Approach by P. Schulze et al
04-06-2021	C2CL: Contact to Contactless Fingerprint Matching by Steven A. Grosz et al
04-08-2021	Uncertainty-aware Remaining Useful Life predictor by Luca Biggio et al
04-06-2021	A Student-Teacher Architecture for Dialog Domain Adaptation under the Meta-Learning Setting by Kun Qian et al
04-07-2021	Evolutionary rates of information gain and decay in fluctuating environments by Nicholas Guttenberg
04-06-2021	White Box Methods for Explanations of Convolutional Neural Networks in Image Classification Tasks by Meghna P Ayyar et al
04-08-2021	Just Label What You Need: Fine-Grained Active Selection for Perception and Prediction through Partially Labeled Scenes by Sean Segal et al
04-06-2021	Robust Semantic Interpretability: Revisiting Concept Activation Vectors by Jacob Pfau et al
04-06-2021	Efficient Video Compression via Content-Adaptive Super-Resolution by Mehrdad Khani et al
04-09-2021	Language model fusion for streaming end to end speech recognition by Rodrigo Cabrera et al
04-07-2021	The Use of Video Captioning for Fostering Physical Activity by Soheyla Amirian et al
04-07-2021	Utilizing Self-supervised Representations for MOS Prediction by Wei-Cheng Tseng et al
04-07-2021	Graph-based Normalizing Flow for Human Motion Generation and Reconstruction by Wenjie Yin et al
04-09-2021	Relating Adversarially Robust Generalization to Flat Minima by David Stutz et al
04-08-2021	Post-Hoc Domain Adaptation via Guided Data Homogenization by Kurt Willis et al
04-07-2021	A Question-answering Based Framework for Relation Extraction Validation by Jiayang Cheng et al
04-07-2021	An Iteratively Reweighted Method for Sparse Optimization on Nonconvex ℓpℓp Ball by Hao Wang et al
04-08-2021	Explainability-based Backdoor Attacks Against Graph Neural Networks by Jing Xu et al
04-06-2021	Scene Graph Embeddings Using Relative Similarity Supervision by Paridhi Maheshwari et al
04-07-2021	The art of defense: letting networks fool the attacker by Jinlai Zhang et al
04-06-2021	Multiple instance active learning for object detection by Tianning Yuan et al
04-07-2021	Analysis of Twitter Users Lifestyle Choices using Joint Embedding Model by Tunazzina Islam et al
04-08-2021	Generalized Approach to Matched Filtering using Neural Networks by Jingkai Yan et al
04-09-2021	A Riemannian smoothing steepest descent method for non-Lipschitz optimization on submanifolds by Chao Zhang et al
04-06-2021	IndoFashion : Apparel Classification for Indian Ethnic Clothes by Pranjal Singh Rajput et al
04-06-2021	LT-LM: a novel non-autoregressive language model for single-shot lattice rescoring by Anton Mitrofanov et al
04-09-2021	Protein sequence design with deep generative models by Zachary Wu et al
04-06-2021	Noise Estimation for Generative Diffusion Models by Robin San-Roman et al
04-06-2021	A Novel Approach for Semiconductor Etching Process with Inductive Biases by Sanghoon Myung et al
04-08-2021	Contextual Semi-Supervised Learning: An Approach To Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems by Juan Zuluaga-Gomez et al
04-07-2021	Multimodal Continuous Visual Attention Mechanisms by António Farinhas et al
04-07-2021	Universal Adversarial Training with Class-Wise Perturbations by Philipp Benz et al
04-07-2021	Sparse Oblique Decision Trees: A Tool to Understand and Manipulate Neural Net Features by Suryabhan Singh Hada et al
04-08-2021	Flavored Tacotron: Conditional Learning for Prosodic-linguistic Features by Mahsa Elyasi et al
04-06-2021	A New Parallel Adaptive Clustering and its Application to Streaming Data by Benjamin McLaughlin et al
04-07-2021	Universal Spectral Adversarial Attacks for Deformable Shapes by Arianna Rampini et al
04-07-2021	Triplot: model agnostic measures and visualisations for variable importance in predictive models that take into account the hierarchical correlation structure by Katarzyna Pekala et al
04-07-2021	Pretrained equivariant features improve unsupervised landmark discovery by Rahul Rahaman et al
04-07-2021	Generating multi-type sequences of temporal events to improve fraud detection in game advertising by Lun Jiang et al
04-06-2021	PyNET-CA: Enhanced PyNET with Channel Attention for End-to-End Mobile Image Signal Processing by Byung-Hoon Kim et al
04-07-2021	Learning Graph Structures with Transformer for Multivariate Time Series Anomaly Detection in IoT by Zekai Chen et al
04-07-2021	DoubleML -- An Object-Oriented Implementation of Double Machine Learning in Python by Philipp Bach et al
04-07-2021	Representative & Fair Synthetic Data by Paul Tiwald et al
04-06-2021	Shapley Explanation Networks by Rui Wang et al
04-06-2021	Distributed Deep Reinforcement Learning for Collaborative Spectrum Sharing by Pranav M. Pawar et al
04-06-2021	A novel activity pattern generation incorporating deep learning for transport demand models by Danh T. Phan et al
04-08-2021	Bayesian Variational Federated Learning and Unlearning in Decentralized Networks by Jinu Gong et al
04-07-2021	Adversarial Robustness Guarantees for Gaussian Processes by Andrea Patane et al
04-07-2021	Bootstrapping Your Own Positive Sample: Contrastive Learning With Electronic Health Record Data by Tingyi Wanyan et al
04-08-2021	Speech Denoising without Clean Training Data: a Noise2Noise Approach by Madhav Mahesh Kashyap et al
04-07-2021	Risk-Conditioned Distributional Soft Actor-Critic for Risk-Sensitive Navigation by Jinyoung Choi et al
04-07-2021	Which Neural Network to Choose for Post-Fault Localization, Dynamic State Estimation and Optimal Measurement Placement in Power Systems? by Andrei Afonin et al
04-09-2021	INODE: Building an End-to-End Data Exploration System in Practice [Extended Vision] by Sihem Amer-Yahia et al
04-08-2021	Learning What To Do by Simulating the Past by David Lindner et al
04-07-2021	Plinius: Secure and Persistent Machine Learning Model Training by Peterson Yuhala et al
04-07-2021	Hollow-tree Super: a directional and scalable approach for feature importance in boosted tree models by Stephane Doyen et al
04-07-2021	Dense Dilated UNet: Deep Learning for 3D Photoacoustic Tomography Image Reconstruction by Steven Guan et al
04-07-2021	A matrix math facility for Power ISA(TM) processors by José E. Moreira et al
04-06-2021	Deep learning for prediction of complex geology ahead of drilling by Kristian Fossum et al
04-06-2021	Dopamine Transporter SPECT Image Classification for Neurodegenerative Parkinsonism via Diffusion Maps and Machine Learning Classifiers by Jun-En Ding et al
04-06-2021	Contrastive Explanations for Explaining Model Adaptations by André Artelt et al
04-06-2021	Spatio-Temporal Graph Convolutional Networks for Road Network Inundation Status Prediction during Urban Flooding by Faxi Yuan et al
04-06-2021	Taming Adversarial Robustness via Abstaining by Abed AlRahman Al Makdah et al
04-09-2021	CropGym: a Reinforcement Learning Environment for Crop Management by Hiske Overweg et al
04-06-2021	NU-Wave: A Diffusion Probabilistic Model for Neural Audio Upsampling by Junhyeok Lee et al
04-09-2021	Unsupervised Class-Incremental Learning Through Confusion by Shivam Khare et al
04-07-2021	Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels by Qingqing Long et al
04-07-2021	Gi and Pal Scores: Deep Neural Network Generalization Statistics by Yair Schiff et al
04-06-2021	Point classification with Runge-Kutta networks and feature space augmentation by Elisa Giesecke et al
04-08-2021	SerumRNN: Step by Step Audio VST Effect Programming by Christopher Mitcheltree et al
04-06-2021	Physics-Informed Neural Nets-based Control by Eric Aislan Antonelo et al
04-07-2021	Joint Optimization of Communications and Federated Learning Over the Air by Xin Fan et al
04-06-2021	Speaker Diarization using Two-pass Leave-One-Out Gaussian PLDA Clustering of DNN Embeddings by Kiran Karra et al
04-06-2021	Binary Neural Network for Speaker Verification by Tinglong Zhu et al
04-06-2021	Quasi-Newton Quasi-Monte Carlo for variational Bayes by Sifan Liu et al
04-06-2021	deepregression: a Flexible Neural Network Framework for Semi-Structured Deep Distributional Regression by David Rügamer et al
04-07-2021	Minimax Kernel Machine Learning for a Class of Doubly Robust Functionals by AmirEmad Ghassami et al
04-08-2021	Grapheme-to-Phoneme Transformer Model for Transfer Learning Dialects by Eric Engelhart et al
04-09-2021	Behavior-Guided Actor-Critic: Improving Exploration via Learning Policy Behavior Representation for Deep Reinforcement Learning by Ammar Fayad et al
04-06-2021	Generalization of GANs under Lipschitz continuity and data augmentation by Khoat Than et al
04-07-2021	Deep Interpretable Models of Theory of Mind For Human-Agent Teaming by Ini Oguntola et al

04-08-2021	Does Your Dermatology Classifier Know What It Doesnt Know? Detecting the Long-Tail of Unseen Conditions by Abhijit Guha Roy et al
04-08-2021	SiT: Self-supervised vIsion Transformer by Sara Atito et al
04-07-2021	Scaling Scaling Laws with Board Games by Andrew L. Jones
04-07-2021	Modern Hopfield Networks for Few- and Zero-Shot Reaction Prediction by Philipp Seidl et al
04-06-2021	Fourier Image Transformer by Tim-Oliver Buchholz et al
04-06-2021	Efficient transfer learning for NLP with ELECTRA by François Mercier
04-06-2021	CodeTrans: Towards Cracking the Language of Silicones Code Through Self-Supervised Deep Learning and High Performance Computing by Ahmed Elnaggar et al
04-06-2021	gradSim: Differentiable simulation for system identification and visuomotor control by Krishna Murthy Jatavallabhula et al
04-06-2021	The Multi-Agent Behavior Dataset: Mouse Dyadic Social Interactions by Jennifer J. Sun et al
04-07-2021	Regularizing Generative Adversarial Networks under Limited Data by Hung-Yu Tseng et al
04-07-2021	Pushing the Limits of Non-Autoregressive Speech Recognition by Edwin G. Ng et al
04-08-2021	GrASP: A Library for Extracting and Exploring Human-Interpretable Textual Patterns by Piyawat Lertvittayakumjorn et al
04-06-2021	A Review of Formal Methods applied to Machine Learning by Caterina Urban et al
04-08-2021	On tuning consistent annealed sampling for denoising score matching by Joan Serrà et al
04-06-2021	NeuMIP: Multi-Resolution Neural Materials by Alexandr Kuznetsov et al
04-08-2021	A single gradient step finds adversarial examples on random two-layers neural networks by Sébastien Bubeck et al
04-08-2021	Pseudo-supervised Deep Subspace Clustering by Juncheng Lv et al
04-07-2021	Automatic Generation of Descriptive Titles for Video Clips Using Deep Learning by Soheyla Amirian et al
04-07-2021	HumAID: Human-Annotated Disaster Incidents Data from Twitter with Deep Learning Benchmarks by Firoj Alam et al
04-08-2021	The Single-Noun Prior for Image Clustering by Niv Cohen et al
04-06-2021	Comparing Transfer and Meta Learning Approaches on a Unified Few-Shot Classification Benchmark by Vincent Dumoulin et al
04-08-2021	Field Convolutions for Surface CNNs by Thomas W. Mitchel et al
04-07-2021	Quantum Enhanced Filter: QFilter by Parfait Atchade-Adelomou et al
04-08-2021	M-Net with Bidirectional ConvLSTM for Cup and Disc Segmentation in Fundus Images by Maleeha Khalid Khan et al
04-08-2021	Open Domain Generalization with Domain-Augmented Meta-Learning by Yang Shu et al
04-08-2021	Support-Target Protocol for Meta-Learning by Su Lu et al
04-08-2021	Few-Shot Action Recognition with Compromised Metric via Optimal Transport by Su Lu et al
04-06-2021	Ensemble deep learning: A review by M. A. Ganaie et al
04-06-2021	Creativity and Machine Learning: a Survey by Giorgio Franceschelli et al
04-07-2021	Few-Shot Incremental Learning with Continually Evolved Classifiers by Chi Zhang et al
04-08-2021	DeepProg: A Transformer-based Framework for Predicting Disease Prognosis by Huy Hoang Nguyen et al
04-08-2021	Efficient time stepping for numerical integration using reinforcement learning by Michael Dellnitz et al
04-08-2021	Exact Stochastic Second Order Deep Learning by Fares B. Mehouachi et al
04-08-2021	HindSight: A Graph-Based Vision Model Architecture For Representing Part-Whole Hierarchies by Muhammad AbdurRafae
04-08-2021	A Simple Geometric Method for Cross-Lingual Linguistic Transformations with Pre-trained Autoencoders by Maarten De Raedt et al
04-08-2021	CARRNN: A Continuous Autoregressive Recurrent Neural Network for Deep Representation Learning from Sporadic Temporal Data by Mostafa Mehdipour Ghazi et al
04-07-2021	Convolutional Neural Network Pruning with Structural Redundancy Reduction by Zi Wang et al
04-06-2021	InverseForm: A Loss Function for Structured Boundary-Aware Segmentation by Shubhankar Borse et al
04-08-2021	RNN Transducer Models For Spoken Language Understanding by Samuel Thomas et al
04-08-2021	Neural Temporal Point Processes: A Review by Oleksandr Shchur et al
04-07-2021	Minimax Estimation of Linear Functions of Eigenvectors in the Face of Small Eigen-Gaps by Gen Li et al
04-08-2021	Enhancing Object Detection for Autonomous Driving by Optimizing Anchor Generation and Addressing Class Imbalance by Manuel Carranza-García et al
04-06-2021	Accelerated Gradient Tracking over Time-varying Graphs for Decentralized Optimization by Huan Li et al
04-08-2021	Lone Pine at SemEval-2021 Task 5: Fine-Grained Detection of Hate Speech Using BERToxic by Yakoob Khan et al
04-06-2021	OodGAN: Generative Adversarial Network for Out-of-Domain Data Generation by Petr Marek et al
04-08-2021	Py-Feat: Python Facial Expression Analysis Toolbox by Jin Hyun Cheong et al
04-09-2021	SI-Score: An image dataset for fine-grained analysis of robustness to object location, rotation and size by Jessica Yung et al
04-07-2021	Monitoring Social-distance in Wide Areas during Pandemics: a Density Map and Segmentation Approach by Javier A. González-Trejo et al
04-07-2021	Prism: Private Verifiable Set Computation over Multi-Owner Outsourced Databases by Yin Li et al
04-06-2021	Information Bottleneck Attribution for Visual Explanations of Diagnosis and Prognosis by Ugur Demir et al
04-07-2021	Synthetic training data generation for deep learning based quality inspection by Pierre Gutierrez et al
04-08-2021	PDO-eS2S2CNNs: Partial Differential Operator Based Equivariant Spherical CNNs by Zhengyang Shen et al
04-09-2021	How rotational invariance of common kernels prevents generalization in high dimensions by Konstantin Donhauser et al
04-08-2021	Optimal Market Making by Reinforcement Learning by Matias Selser et al
04-06-2021	MuSLCAT: Multi-Scale Multi-Level Convolutional Attention Transformer for Discriminative Music Modeling on Raw Waveforms by Kai Middlebrook et al
04-06-2021	Variational Transformer Networks for Layout Generation by Diego Martin Arroyo et al
04-07-2021	Single-Qubit Fidelity Assessment of Quantum Annealing Hardware by Jon Nelson et al
04-08-2021	A Reinforcement Learning Environment For Job-Shop Scheduling by Pierre Tassel et al
04-08-2021	Prototypical Region Proposal Networks for Few-Shot Localization and Classification by Elliott Skomski et al
04-08-2021	An Empirical Study of the Effects of Sample-Mixing Methods for Efficient Training of Generative Adversarial Networks by Makoto Takamoto et al
04-07-2021	Optimal Algorithms for Differentially Private Stochastic Monotone Variational Inequalities and Saddle-Point Problems by Digvijay Boob et al
04-07-2021	Differentiable Patch Selection for Image Recognition by Jean-Baptiste Cordonnier et al
04-07-2021	Streaming Self-Training via Domain-Agnostic Unlabeled Images by Zhiqiu Lin et al
04-08-2021	Relieving the Plateau: Active Semi-Supervised Learning for a Better Landscape by Seo Taek Kong et al
04-06-2021	The Power of Subsampling in Submodular Maximization by Christopher Harshaw et al
04-06-2021	A non-asymptotic penalization criterion for model selection in mixture of experts models by TrungTin Nguyen et al
04-07-2021	PlasticineLab: A Soft-Body Manipulation Benchmark with Differentiable Physics by Zhiao Huang et al
04-06-2021	Towards measuring fairness in AI: the Casual Conversations dataset by Caner Hazirbas et al
04-07-2021	Distributional Robustness Loss for Long-tail Learning by Dvir Samuel et al
04-08-2021	Atrous Residual Interconnected Encoder to Attention Decoder Framework for Vertebrae Segmentation via 3D Volumetric CT Images by Wenqiang Li et al
04-08-2021	CLVSA: A Convolutional LSTM Based Variational Sequence-to-Sequence Model with Attention for Predicting Trends of Financial Markets by Jia Wang et al
04-06-2021	Using Voice and Biofeedback to Predict User Engagement during Requirements Interviews by Alessio Ferrari et al
04-06-2021	Exploring Topic-Metadata Relationships with the STM: A Bayesian Approach by P. Schulze et al
04-06-2021	C2CL: Contact to Contactless Fingerprint Matching by Steven A. Grosz et al
04-08-2021	Uncertainty-aware Remaining Useful Life predictor by Luca Biggio et al
04-06-2021	A Student-Teacher Architecture for Dialog Domain Adaptation under the Meta-Learning Setting by Kun Qian et al
04-07-2021	Evolutionary rates of information gain and decay in fluctuating environments by Nicholas Guttenberg
04-06-2021	White Box Methods for Explanations of Convolutional Neural Networks in Image Classification Tasks by Meghna P Ayyar et al
04-08-2021	Just Label What You Need: Fine-Grained Active Selection for Perception and Prediction through Partially Labeled Scenes by Sean Segal et al
04-06-2021	Robust Semantic Interpretability: Revisiting Concept Activation Vectors by Jacob Pfau et al
04-06-2021	Efficient Video Compression via Content-Adaptive Super-Resolution by Mehrdad Khani et al
04-09-2021	Language model fusion for streaming end to end speech recognition by Rodrigo Cabrera et al
04-07-2021	The Use of Video Captioning for Fostering Physical Activity by Soheyla Amirian et al
04-07-2021	Utilizing Self-supervised Representations for MOS Prediction by Wei-Cheng Tseng et al
04-07-2021	Graph-based Normalizing Flow for Human Motion Generation and Reconstruction by Wenjie Yin et al
04-09-2021	Relating Adversarially Robust Generalization to Flat Minima by David Stutz et al
04-08-2021	Post-Hoc Domain Adaptation via Guided Data Homogenization by Kurt Willis et al
04-07-2021	A Question-answering Based Framework for Relation Extraction Validation by Jiayang Cheng et al
04-07-2021	An Iteratively Reweighted Method for Sparse Optimization on Nonconvex ℓpℓp Ball by Hao Wang et al
04-08-2021	Explainability-based Backdoor Attacks Against Graph Neural Networks by Jing Xu et al
04-06-2021	Scene Graph Embeddings Using Relative Similarity Supervision by Paridhi Maheshwari et al
04-07-2021	The art of defense: letting networks fool the attacker by Jinlai Zhang et al
04-06-2021	Multiple instance active learning for object detection by Tianning Yuan et al
04-07-2021	Analysis of Twitter Users Lifestyle Choices using Joint Embedding Model by Tunazzina Islam et al
04-08-2021	Generalized Approach to Matched Filtering using Neural Networks by Jingkai Yan et al
04-09-2021	A Riemannian smoothing steepest descent method for non-Lipschitz optimization on submanifolds by Chao Zhang et al
04-06-2021	IndoFashion : Apparel Classification for Indian Ethnic Clothes by Pranjal Singh Rajput et al
04-06-2021	LT-LM: a novel non-autoregressive language model for single-shot lattice rescoring by Anton Mitrofanov et al
04-09-2021	Protein sequence design with deep generative models by Zachary Wu et al
04-06-2021	Noise Estimation for Generative Diffusion Models by Robin San-Roman et al
04-06-2021	A Novel Approach for Semiconductor Etching Process with Inductive Biases by Sanghoon Myung et al
04-08-2021	Contextual Semi-Supervised Learning: An Approach To Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems by Juan Zuluaga-Gomez et al
04-07-2021	Multimodal Continuous Visual Attention Mechanisms by António Farinhas et al
04-07-2021	Universal Adversarial Training with Class-Wise Perturbations by Philipp Benz et al
04-07-2021	Sparse Oblique Decision Trees: A Tool to Understand and Manipulate Neural Net Features by Suryabhan Singh Hada et al
04-08-2021	Flavored Tacotron: Conditional Learning for Prosodic-linguistic Features by Mahsa Elyasi et al
04-06-2021	A New Parallel Adaptive Clustering and its Application to Streaming Data by Benjamin McLaughlin et al
04-07-2021	Universal Spectral Adversarial Attacks for Deformable Shapes by Arianna Rampini et al
04-07-2021	Triplot: model agnostic measures and visualisations for variable importance in predictive models that take into account the hierarchical correlation structure by Katarzyna Pekala et al
04-07-2021	Pretrained equivariant features improve unsupervised landmark discovery by Rahul Rahaman et al
04-07-2021	Generating multi-type sequences of temporal events to improve fraud detection in game advertising by Lun Jiang et al
04-06-2021	PyNET-CA: Enhanced PyNET with Channel Attention for End-to-End Mobile Image Signal Processing by Byung-Hoon Kim et al
04-07-2021	Learning Graph Structures with Transformer for Multivariate Time Series Anomaly Detection in IoT by Zekai Chen et al
04-07-2021	DoubleML -- An Object-Oriented Implementation of Double Machine Learning in Python by Philipp Bach et al
04-07-2021	Representative & Fair Synthetic Data by Paul Tiwald et al
04-06-2021	Shapley Explanation Networks by Rui Wang et al
04-06-2021	Distributed Deep Reinforcement Learning for Collaborative Spectrum Sharing by Pranav M. Pawar et al
04-06-2021	A novel activity pattern generation incorporating deep learning for transport demand models by Danh T. Phan et al
04-08-2021	Bayesian Variational Federated Learning and Unlearning in Decentralized Networks by Jinu Gong et al
04-07-2021	Adversarial Robustness Guarantees for Gaussian Processes by Andrea Patane et al
04-07-2021	Bootstrapping Your Own Positive Sample: Contrastive Learning With Electronic Health Record Data by Tingyi Wanyan et al
04-08-2021	Speech Denoising without Clean Training Data: a Noise2Noise Approach by Madhav Mahesh Kashyap et al
04-07-2021	Risk-Conditioned Distributional Soft Actor-Critic for Risk-Sensitive Navigation by Jinyoung Choi et al
04-07-2021	Which Neural Network to Choose for Post-Fault Localization, Dynamic State Estimation and Optimal Measurement Placement in Power Systems? by Andrei Afonin et al
04-09-2021	INODE: Building an End-to-End Data Exploration System in Practice [Extended Vision] by Sihem Amer-Yahia et al
04-08-2021	Learning What To Do by Simulating the Past by David Lindner et al
04-07-2021	Plinius: Secure and Persistent Machine Learning Model Training by Peterson Yuhala et al
04-07-2021	Hollow-tree Super: a directional and scalable approach for feature importance in boosted tree models by Stephane Doyen et al
04-07-2021	Dense Dilated UNet: Deep Learning for 3D Photoacoustic Tomography Image Reconstruction by Steven Guan et al
04-07-2021	A matrix math facility for Power ISA(TM) processors by José E. Moreira et al
04-06-2021	Deep learning for prediction of complex geology ahead of drilling by Kristian Fossum et al
04-06-2021	Dopamine Transporter SPECT Image Classification for Neurodegenerative Parkinsonism via Diffusion Maps and Machine Learning Classifiers by Jun-En Ding et al
04-06-2021	Contrastive Explanations for Explaining Model Adaptations by André Artelt et al
04-06-2021	Spatio-Temporal Graph Convolutional Networks for Road Network Inundation Status Prediction during Urban Flooding by Faxi Yuan et al
04-06-2021	Taming Adversarial Robustness via Abstaining by Abed AlRahman Al Makdah et al
04-09-2021	CropGym: a Reinforcement Learning Environment for Crop Management by Hiske Overweg et al
04-06-2021	NU-Wave: A Diffusion Probabilistic Model for Neural Audio Upsampling by Junhyeok Lee et al
04-09-2021	Unsupervised Class-Incremental Learning Through Confusion by Shivam Khare et al
04-07-2021	Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels by Qingqing Long et al
04-07-2021	Gi and Pal Scores: Deep Neural Network Generalization Statistics by Yair Schiff et al
04-06-2021	Point classification with Runge-Kutta networks and feature space augmentation by Elisa Giesecke et al
04-08-2021	SerumRNN: Step by Step Audio VST Effect Programming by Christopher Mitcheltree et al
04-06-2021	Physics-Informed Neural Nets-based Control by Eric Aislan Antonelo et al
04-07-2021	Joint Optimization of Communications and Federated Learning Over the Air by Xin Fan et al
04-06-2021	Speaker Diarization using Two-pass Leave-One-Out Gaussian PLDA Clustering of DNN Embeddings by Kiran Karra et al
04-06-2021	Binary Neural Network for Speaker Verification by Tinglong Zhu et al
04-06-2021	Quasi-Newton Quasi-Monte Carlo for variational Bayes by Sifan Liu et al
04-06-2021	deepregression: a Flexible Neural Network Framework for Semi-Structured Deep Distributional Regression by David Rügamer et al
04-07-2021	Minimax Kernel Machine Learning for a Class of Doubly Robust Functionals by AmirEmad Ghassami et al
04-08-2021	Grapheme-to-Phoneme Transformer Model for Transfer Learning Dialects by Eric Engelhart et al
04-09-2021	Behavior-Guided Actor-Critic: Improving Exploration via Learning Policy Behavior Representation for Deep Reinforcement Learning by Ammar Fayad et al
04-06-2021	Generalization of GANs under Lipschitz continuity and data augmentation by Khoat Than et al
04-07-2021	Deep Interpretable Models of Theory of Mind For Human-Agent Teaming by Ini Oguntola et al