2020.12.7 Learning papers

12-01-2020	Low Bandwidth Video-Chat Compression using Deep Generative Models by Maxime Oquab et al
12-01-2020	Pre-Trained Image Processing Transformer by Hanting Chen et al
12-04-2020	A Note on Data Biases in Generative Models by Patrick Esser et al
12-01-2020	6.7ms on Mobile with over 78% ImageNet Accuracy: Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration by Zhengang Li et al
12-04-2020	Neural Dynamic Policies for End-to-End Sensorimotor Learning by Shikhar Bahl et al
12-04-2020	Demonstration-efficient Inverse Reinforcement Learning in Procedurally Generated Environments by Alessandro Sestini et al
12-01-2020	Unpaired Image-to-Image Translation via Latent Energy Transport by Yang Zhao et al
12-04-2020	Offline Meta-level Model-based Reinforcement Learning Approach for Cold-Start Recommendation by Yanan Wang et al
12-01-2020	Latent Programmer: Discrete Latent Codes for Program Synthesis by Joey Hong et al
12-04-2020	AuthNet: A Deep Learning based Authentication Mechanism using Temporal Facial Feature Movements by Mohit Raghavendra et al
12-03-2020	EVRNet: Efficient Video Restoration on Edge Devices by Sachin Mehta et al
12-03-2020	COVID-CLNet: COVID-19 Detection with Compressive Deep Learning Approaches by Khalfalla Awedat et al
12-02-2020	Siamese Basis Function Networks for Defect Classification by Tobias Schlagenhauf et al
12-01-2020	Kernel methods for center manifold approximation and a data-based version of the Center Manifold Theorem by Bernard Haasdonk et al
12-01-2020	Just Ask: Learning to Answer Questions from Millions of Narrated Videos by Antoine Yang et al
12-04-2020	Batch Group Normalization by Xiao-Yun Zhou et al
12-03-2020	Explaining Predictions of Deep Neural Classifier via Activation Analysis by Martin Stano et al
12-01-2020	Hey Alexa what did I just type? Decoding smartphone sounds with a voice assistant by Almos Zarandy et al
12-03-2020	Deep Learning for Medical Anomaly Detection -- A Survey by Tharindu Fernando et al
12-04-2020	Towards Natural Robustness Against Adversarial Examples by Haoyu Chu et al
12-01-2020	A Generative Model to Synthesize EEG Data for Epileptic Seizure Prediction by Khansa Rasheed et al
12-04-2020	Unsupervised Adversarially-Robust Representation Learning on Graphs by Jiarong Xu et al
12-03-2020	Scan2Cap: Context-aware Dense Captioning in RGB-D Scans by Dave Zhenyu Chen et al
12-04-2020	Delexicalized Paraphrase Generation by Boya Yu et al
12-04-2020	Planning from Pixels using Inverse Dynamics Models by Keiran Paster et al
12-04-2020	Representation Based Complexity Measures for Predicting Generalization in Deep Learning by Parth Natekar et al
12-04-2020	Deep Learning for Wrist Fracture Detection: Are We There Yet? by Abu Mohammed Raisuddin et al
12-01-2020	Modifying Memories in Transformer Models by Chen Zhu et al
12-04-2020	Rethinking supervised learning: insights from biological learning and from calling it by its name by Alex Hernandez-Garcia
12-03-2020	Detecting Trojaned DNNs Using Counterfactual Attributions by Karan Sikka et al
12-04-2020	Learning in two-player games between transparent opponents by Adrian Hutter
12-01-2020	Meta-Embeddings for Natural Language Inference and Semantic Similarity tasks by Shree Charran R et al
12-01-2020	Machine Learning Systems in the IoT: Trustworthiness Trade-offs for Edge Intelligence by Wiebke Toussaint et al
12-04-2020	Detecting 32 Pedestrian Attributes for Autonomous Vehicles by Taylor Mordan et al
12-01-2020	Counting People by Estimating People Flows by Weizhe Liu et al
12-04-2020	Model-Agnostic Learning to Meta-Learn by Arnout Devos et al
12-01-2020	Semi-Supervised Noisy Student Pre-training on EfficientNet Architectures for Plant Pathology Classification by Sedrick Scott Keh
12-04-2020	Universal Approximation Property of Neural Ordinary Differential Equations by Takeshi Teshima et al
12-04-2020	Learning Equivariant Representations by Carlos Esteves
12-03-2020	ChartPointFlow for Topology-Aware 3D Point Cloud Generation by Takumi Kimura et al
12-04-2020	ESCAPED: Efficient Secure and Private Dot Product Framework for Kernel-based Machine Learning Algorithms with Applications in Healthcare by Ali Burak Ünal et al
12-01-2020	Consistent Representation Learning for High Dimensional Data Analysis by Stan Z. Li et al
12-04-2020	Pre-trained language models as knowledge bases for Automotive Complaint Analysis by V. D. Viellieber et al
12-01-2020	Disentangling Label Distribution for Long-tailed Visual Recognition by Youngkyu Hong et al
12-01-2020	Train Tracks with Gaps: Applying the Probabilistic Method to Trains by William Kuszmaul
12-04-2020	An Empirical Method to Quantify the Peripheral Performance Degradation in Deep Networks by Calden Wloka et al
12-01-2020	Assessing and Accelerating Coverage in Deep Reinforcement Learning by Arpan Kusari
12-04-2020	Is It a Plausible Colour? UCapsNet for Image Colourisation by Rita Pucci et al
12-01-2020	Overcoming the limitations of patch-based learning to detect cancer in whole slide images by Ozan Ciga et al
12-04-2020	Ultrasound Scatterer Density Classification Using Convolutional Neural Networks by Exploiting Patch Statistics by Ali K. Z. Tehrani et al
12-01-2020	One-Pixel Attack Deceives Automatic Detection of Breast Cancer by Joni Korpihalkola et al
12-04-2020	A Benchmark Dataset for Understandable Medical Language Translation by Junyu Luo et al
12-04-2020	Challenging common interpretability assumptions in feature attribution explanations by Jonathan Dinu et al
12-04-2020	Rethinking movie genre classification with fine grained semantic clustering by Edward Fish et al
12-04-2020	DPM: A Novel Training Method for Physics-Informed Neural Networks in Extrapolation by Jungeun Kim et al
12-04-2020	Unsupervised embedding of trajectories captures the latent structure of mobility by Dakota Murray et al
12-04-2020	Coarse-to-Fine Entity Representations for Document-level Relation Extraction by Damai Dai et al
12-04-2020	Learning to Fuse Asymmetric Feature Maps in Siamese Trackers by Wencheng Han et al
12-01-2020	Probabilistic Grammars for Equation Discovery by Jure Brence et al
12-01-2020	Rethinking Positive Aggregation and Propagation of Gradients in Gradient-based Saliency Methods by Ashkan Khakzar et al
12-04-2020	Application of deep learning to large scale riverine flow velocity estimation by Mojtaba Forghani et al
12-04-2020	TrollHunter2020: Real-Time Detection of TrollingNarratives on Twitter During the 2020 US Elections by Peter Jachim et al
12-04-2020	Proximal Policy Optimization Smoothed Algorithm by Wangshu Zhu et al
12-03-2020	Optical Wavelength Guided Self-Supervised Feature Learning For Galaxy Cluster Richness Estimate by Gongbo Liang et al
12-04-2020	Relational Pretrained Transformers towards Democratizing Data Preparation [Vision] by Nan Tang et al
12-01-2020	Directed Graph Attention Neural Network Utilizing 3D Coordinates for Molecular Property Prediction by Chen Qian et al
12-04-2020	Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning by Woosuk Kwon et al
12-01-2020	Boosting the Performance of Semi-Supervised Learning with Unsupervised Clustering by Boaz Lerner et al
12-04-2020	A data-set of piercing needle through deformable objects for Deep Learning from Demonstrations by Hamidreza Hashempour et al
12-01-2020	Iterative VAE as a predictive brain model for out-of-distribution generalization by Victor Boutin et al
12-01-2020	Mutual Information Constraints for Monte-Carlo Objectives by Gábor Melis et al
12-03-2020	Concept-based model explanations for Electronic Health Records by Sebastien Baur et al
12-04-2020	Understanding Attention: In Minds and Machines by Shriraj P. Sawant et al
12-01-2020	Symbolic AI for XAI: Evaluating LFIT Inductive Programming for Fair and Explainable Automatic Recruitment by Alfonso Ortega et al
12-01-2020	Deep dynamic modeling with just two time points: Can we still allow for individual trajectories? by Maren Hackenberg et al
12-01-2020	MYSTIKO : : Cloud-Mediated, Private, Federated Gradient Descent by K. R. Jayaram et al
12-04-2020	Logic Synthesis Meets Machine Learning:Trading Exactness for Generalization by Shubham Rai et al
12-04-2020	Unleashing the Tiger: Inference Attacks on Split Learning by Dario Pasquini et al
12-01-2020	Gaussian Process Based Message Filtering for Robust Multi-Agent Cooperation in the Presence of Adversarial Communication by Rupert Mitchell et al
12-03-2020	Evolving Character-level Convolutional Neural Networks for Text Classification by Trevor Londt et al
12-01-2020	Non-Stationary Latent Bandits by Joey Hong et al
12-04-2020	Bayesian Active Learning for Wearable Stress and Affect Detection by Abhijith Ragav et al
12-04-2020	Optimising Design Verification Using Machine Learning: An Open Source Solution by B. Samhita Varambally et al
12-01-2020	Deep Learning-Based Arrhythmia Detection Using RR-Interval Framed Electrocardiograms by Song-Kyoo Kim et al
12-01-2020	(k, l)-Medians Clustering of Trajectories Using Continuous Dynamic Time Warping by Milutin Brankovic et al
12-01-2020	Unsupervised Anomaly Detection From Semantic Similarity Scores by Nima Rafiee et al
12-03-2020	Divide and Learn: A Divide and Conquer Approach for Predict+Optimize by Ali Ugur Guler et al
12-04-2020	TrollHunter [Evader]: Automated Detection [Evasion] of TwitterTrolls During the COVID-19 Pandemic by Peter Jachim et al
12-02-2020	Deep Learning for Road Traffic Forecasting: Does it Make a Difference? by Eric L. Manibardo et al
12-01-2020	Python Workflows on HPC Systems by Dominik Strassel et al
12-03-2020	Evolving Character-Level DenseNet Architectures using Genetic Programming by Trevor Londt et al
12-04-2020	Effect of the initial configuration of weights on the training and function of artificial neural networks by R. J. Jesus et al
12-04-2020	A novel multi-classifier information fusion based on Dempster-Shafer theory: application to vibration-based fault detection by Vahid Yaghoubi et al
12-04-2020	Kernel-convoluted Deep Neural Networks with Data Augmentation by Minjin Kim et al
12-04-2020	Advocating for Multiple Defense Strategies against Adversarial Examples by Alexandre Araujo et al
12-01-2020	Communication-Efficient Federated Distillation by Felix Sattler et al
12-04-2020	A Single-Cycle MLP Classifier Using Analog MRAM-based Neurons and Synapses by Ramtin Zand
12-04-2020	Learning Node Representations from Noisy Graph Structures by Junshan Wang et al
12-03-2020	Generative Capacity of Probabilistic Protein Sequence Models by Francisco McGee et al
12-01-2020	Convergence and Sample Complexity of SGD in GANs by Vasilis Kontonis et al
12-01-2020	Edge-assisted Democratized Learning Towards Federated Analytics by Shashi Raj Pandey et al
12-03-2020	MLPerf Mobile Inference Benchmark: Why Mobile AI Benchmarking Is Hard and What to Do About It by Vijay Janapa Reddi et al
12-04-2020	Community detection using fast low-cardinality semidefinite programming by Po-Wei Wang et al
12-02-2020	Improved MVDR Beamforming Using LSTM Speech Models to Clean Spatial Clustering Masks by Zhaoheng Ni et al
12-02-2020	A Novel Approach to Radiometric Identification by Raoul Nigmatullin et al
12-04-2020	Non-Asymptotic Analysis of Excess Risk via Empirical Risk Landscape by Mingyang Yi et al
12-03-2020	Graph Convolutional Neural Networks for Body Force Prediction by Francis Ogoke et al
12-03-2020	Optimal Policy Trees by Maxime Amram et al
12-01-2020	Problems of representation of electrocardiograms in convolutional neural networks by Iana Sereda et al
12-01-2020	Learning Disentangled Latent Factors from Paired Data in Cross-Modal Retrieval: An Implicit Identifiable VAE Approach by Minyoung Kim et al
12-01-2020	Analysis of Drifting Features by Fabian Hinder et al
12-04-2020	Deep Interference Mitigation and Denoising of Real-World FMCW Radar Signals by Johanna Rock et al
12-01-2020	Decentralized Multi-Agent Linear Bandits with Safety Constraints by Sanae Amani et al
12-04-2020	Federated Learning with Heterogeneous Labels and Models for Mobile Activity Monitoring by Gautham Krishna Gudur et al
12-04-2020	Efficient semidefinite-programming-based inference for binary and multi-class MRFs by Chirag Pabbaraju et al
12-04-2020	Mitigating Bias in Federated Learning by Annie Abay et al
12-01-2020	Quick and Robust Feature Selection: the Strength of Energy-efficient Sparse Training for Autoencoders by Zahra Atashgahi et al
12-03-2020	A feedforward neural network for modelling of average pressure frequency response by Klas Pettersson et al
12-01-2020	Use of Remote Sensing Data to Identify Air Pollution Signatures in India by Sivaramakrishnan KN et al
12-01-2020	Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic information by Filippo Simini et al
12-03-2020	Benchmarking Energy-Conserving Neural Networks for Learning Dynamics from Data by Yaofeng Desmond Zhong et al
12-02-2020	RotNet: Fast and Scalable Estimation of Stellar Rotation Periods Using Convolutional Neural Networks by J. Emmanuel Johnson et al
12-01-2020	Learning with Knowledge of Structure: A Neural Network-Based Approach for MIMO-OFDM Detection by Zhou Zhou et al
12-01-2020	Does Fair Ranking Improve Minority Outcomes? Understanding the Interplay of Human and Algorithmic Biases in Online Hiring by Tom Sühr et al
12-01-2020	Fair Multi-Stakeholder News Recommender System with Hypergraph ranking by Alireza Gharahighehi et al
12-01-2020	Simulating Surface Wave Dynamics with Convolutional Networks by Mario Lino et al
12-01-2020	Improving cluster recovery with feature rescaling factors by Renato Cordeiro de Amorim et al
12-01-2020	Fast-Convergent Federated Learning with Adaptive Weighting by Hongda Wu et al
12-03-2020	Multimodal Privacy-preserving Mood Prediction from Mobile Data: A Preliminary Study by Terrance Liu et al
12-04-2020	On Detecting Data Pollution Attacks On Recommender Systems Using Sequential GANs by Behzad Shahrasbi et al
12-04-2020	Non-monotone risk functions for learning by Matthew J. Holland
12-01-2020	Debiasing Evaluations That are Biased by Evaluations by Jingyan Wang et al
12-03-2020	ReMix: Calibrated Resampling for Class Imbalance in Deep learning by Colin Bellinger et al
12-03-2020	A Variant of Gradient Descent Algorithm Based on Gradient Averaging by Saugata Purkayastha et al
12-01-2020	MILP-based Imitation Learning for HVAC control by Huy Truong Dinh et al
12-01-2020	On hallucinations in tomographic image reconstruction by Sayantan Bhadra et al
12-02-2020	Planning Brachistochrone Hip Trajectory for a Toe-Foot Bipedal Robot going Downstairs by Gaurav Bhardwaj et al
12-04-2020	When does gradient descent with logistic loss find interpolating two-layer networks? by Niladri S. Chatterji et al
12-02-2020	FAST: A Fairness Assured Service Recommendation Strategy Considering Service Capacity Constraint by Yao Wu et al
12-03-2020	Creativity of Deep Learning: Conceptualization and Assessment by Johannes Schneider et al