2020.10.26 AI papers

10-21-2020	Logistic QQ-Learning by Joan Bas-Serrano et al
10-22-2020	An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale by Alexey Dosovitskiy et al
10-20-2020	Runtime Safety Assurance Using Reinforcement Learning by Christopher Lazarus et al
10-22-2020	Batch Exploration with Examples for Scalable Robotic Reinforcement Learning by Annie S. Chen et al
10-20-2020	SDF-SRN: Learning Signed Distance 3D Object Reconstruction from Static Images by Chen-Hsuan Lin et al
10-21-2020	NU-GAN: High resolution neural upsampling with GAN by Rithesh Kumar et al
10-21-2020	Learning Loss for Test-Time Augmentation by Ildoo Kim et al
10-20-2020	ConjNLI: Natural Language Inference Over Conjunctive Sentences by Swarnadeep Saha et al
10-22-2020	Task-Adaptive Feature Transformer for Few-Shot Segmentation by Jun Seo et al
10-20-2020	Local Knowledge Powered Conversational Agents by Sashank Santhanam et al
10-20-2020	A Survey on Deep Learning and Explainability for Automatic Image-based Medical Report Generation by Pablo Messina et al
10-22-2020	Planning with Submodular Objective Functions by Ruosong Wang et al
10-21-2020	Towards End-to-End Training of Automatic Speech Recognition for Nigerian Pidgin by Daniel Ajisafe et al
10-22-2020	On the Power of Deep but Naive Partial Label Learning by Junghoon Seo et al
10-21-2020	Rethinking pooling in graph neural networks by Diego Mesquita et al
10-21-2020	Basket Recommendation with Multi-Intent Translation Graph Neural Network by Zhiwei Liu et al
10-21-2020	Improving Generalization in Reinforcement Learning with Mixture Regularization by Kaixin Wang et al
10-22-2020	A Framework for Contrastive and Generative Learning of Audio Representations by Prateek Verma et al
10-22-2020	Self-Supervised Shadow Removal by Florin-Alexandru Vasluianu et al
10-20-2020	Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation by Laurel Orr et al
10-22-2020	Restoring Negative Information in Few-Shot Object Detection by Yukuan Yang et al
10-21-2020	Visual Navigation in Real-World Indoor Environments Using End-to-End Deep Reinforcement Learning by Jonáš Kulhánek et al
10-21-2020	NADI 2020: The First Nuanced Arabic Dialect Identification Shared Task by Muhammad Abdul-Mageed et al
10-22-2020	An Industry Evaluation of Embedding-based Entity Alignment by Ziheng Zhang et al
10-21-2020	On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries by Tianze Shi et al
10-20-2020	Fluent and Low-latency Simultaneous Speech-to-Speech Translation with Self-adaptive Training by Renjie Zheng et al
10-22-2020	Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge Graphs by Hongyu Ren et al
10-22-2020	A Technical Report: BUT Speech Translation Systems by Hari Krishna Vydana et al
10-21-2020	FastEmit: Low-latency Streaming ASR with Sequence-level Emission Regularization by Jiahui Yu et al
10-21-2020	Efficient Scale-Permuted Backbone with Learned Resource Distribution by Xianzhi Du et al
10-21-2020	Trajectory Prediction using Equivariant Continuous Convolution by Robin Walters et al
10-21-2020	Shedding Light on Blind Spots: Developing a Reference Architecture to Leverage Video Data for Process Mining by Wolfgang Kratsch et al
10-21-2020	Kwame: A Bilingual AI Teaching Assistant for Online SuaCode Courses by George Boateng
10-22-2020	Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data by Lingkai Kong et al
10-20-2020	SOrT-ing VQA Models : Contrastive Gradient Learning for Improved Consistency by Sameer Dharur et al
10-20-2020	Convolutional-LSTM for Multi-Image to Single Output Medical Prediction by Luis Leal et al
10-20-2020	Language Representation in Multilingual BERT and its applications to improve Cross-lingual Generalization by Chi-Liang Liu et al
10-22-2020	Rewriting Meaningful Sentences via Conditional BERT Sampling and an application on fooling text classifiers by Lei Xu et al
10-23-2020	Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning by Cong Zhang et al
10-21-2020	Learning Black-Box Attackers with Transferable Priors and Query Feedback by Jiancheng Yang et al
10-20-2020	Robust Constrained Reinforcement Learning for Continuous Control with Model Misspecification by Daniel J. Mankowitz et al
10-21-2020	Amnesiac Machine Learning by Laura Graves et al
10-22-2020	Detecting and Exorcising Statistical Demons from Language Models with Anti-Models of Negative Data by Michael L. Wick et al
10-21-2020	Mixed-Precision Embedding Using a Cache by Jie Amy Yang et al
10-22-2020	Graph Attention Networks for Speaker Verification by Jee-weon Jung et al
10-22-2020	Motion Planner Augmented Reinforcement Learning for Robot Manipulation in Obstructed Environments by Jun Yamada et al
10-22-2020	Self-alignment Pre-training for Biomedical Entity Representations by Fangyu Liu et al
10-20-2020	Neural Approximate Sufficient Statistics for Implicit Models by Yanzhi Chen et al
10-22-2020	Reducing Unintended Identity Bias in Russian Hate Speech Detection by Nadezhda Zueva et al
10-20-2020	The Need for Standardized Explainability by Othman Benchekroun et al
10-20-2020	Counterfactual Explanations for Machine Learning: A Review by Sahil Verma et al
10-20-2020	Negotiating Team Formation Using Deep Reinforcement Learning by Yoram Bachrach et al
10-20-2020	American Sign Language Identification Using Hand Trackpoint Analysis by Yugam Bajaj et al
10-21-2020	ReSCo-CC: Unsupervised Identification of Key Disinformation Sentences by Soumya Suvra Ghosal et al
10-21-2020	Deep learning-based citation recommendation system for patents by Jaewoong Choi et al
10-21-2020	UFO22: A Unified Framework towards Omni-supervised Object Detection by Zhongzheng Ren et al
10-21-2020	A Level-wise Taxonomic Perspective on Automated Machine Learning to Date and Beyond: Challenges and Opportunities by Shubhra et al
10-21-2020	Reinforcement learning using Deep Q Networks and Q learning accurately localizes brain tumors on MRI with very small training sets by Joseph N Stember et al
10-22-2020	On Finite and Unrestricted Query Entailment beyond SQ with Number Restrictions on Transitive Roles by Thomas Gogacz et al
10-20-2020	Mutual Information Regularized Identity-aware Facial ExpressionRecognition in Compressed Video by Xiaofeng Liu et al
10-20-2020	Two-Stage Generative Adversarial Networks for Document Image Binarization with Color Noise and Background Removal by Sungho Suh et al
10-22-2020	Accelerating Reinforcement Learning with Learned Skill Priors by Karl Pertsch et al
10-20-2020	A Graph Based and Patient Demographics Aware Dialogue System for Disease Diagnosis by Xinyan Zhao et al
10-21-2020	Knowledge Distillation for Improved Accuracy in Spoken Question Answering by Chenyu You et al
10-20-2020	BERT2DNN: BERT Distillation with Massive Unlabeled Data for Online E-Commerce Search by Yunjiang Jiang et al
10-22-2020	Compositional embedding models for speaker identification and diarization with simultaneous speech from 2+ speakers by Zeqian Li et al
10-20-2020	Tracking from Patterns: Learning Corresponding Patterns in Point Clouds for 3D Object Tracking by Jieqi Shi et al
10-20-2020	Claw U-Net: A Unet-based Network with Deep Feature Concatenation for Scleral Blood Vessel Segmentation by Chang Yao et al
10-22-2020	Backdoor Attack against Speaker Verification by Tongqing Zhai et al
10-21-2020	Towards Real-time Drowsiness Detection for Elderly Care by Boris Bačić et al
10-20-2020	Cross-Modal Information Maximization for Medical Imaging: CMIM by Tristan Sylvain et al
10-21-2020	Exploring Sequence-to-Sequence Models for SPARQL Pattern Composition by Anand Panchbhai et al
10-20-2020	Provenance Graph Kernel by David Kohan Marzagão et al
10-21-2020	On Explaining Decision Trees by Yacine Izza et al
10-22-2020	Mood Classification Using Listening Data by Filip Korzeniowski et al
10-21-2020	Unsupervised Deep Learning based Multiple Choices Question Answering: Start Learning from Basic Knowledge by Chi-Liang Liu et al
10-20-2020	AutoBSS: An Efficient Algorithm for Block Stacking Style Search by Yikang Zhang et al
10-21-2020	TurnGPT: a Transformer-based Language Model for Predicting Turn-taking in Spoken Dialog by Erik Ekstedt et al
10-20-2020	Towards Maximizing the Representation Gap between In-Domain \& Out-of-Distribution Examples by Jay Nandy et al
10-21-2020	Contextualized Attention-based Knowledge Transfer for Spoken Conversational Question Answering by Chenyu You et al
10-21-2020	Open-Domain Frame Semantic Parsing Using Transformers by Aditya Kalyanpur et al
10-20-2020	Modeling Content and Context with Deep Relational Learning by Maria Leonor Pacheco et al
10-22-2020	Object-Attribute Biclustering for Elimination of Missing Genotypes in Ischemic Stroke Genome-Wide Data by Dmitry I. Ignatov et al
10-20-2020	Reinforcement Learning for Optimization of COVID-19 Mitigation policies by Varun Kompella et al
10-21-2020	Multi-Domain Dialogue State Tracking based on State Graph by Yan Zeng et al
10-21-2020	Predicting Human Decision Making in Psychological Tasks with Recurrent Neural Networks by Baihan Lin et al
10-22-2020	Language Models are Open Knowledge Graphs by Chenguang Wang et al
10-21-2020	I-nteract 2.0: A Cyber-Physical System to Design 3D Models using Mixed Reality Technologies and Deep Learning for Additive Manufacturing by Ammar Malik et al
10-21-2020	Explaining black-box text classifiers for disease-treatment information extraction by Milad Moradi et al
10-22-2020	Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games by Yunqiu Xu et al
10-21-2020	Meta-trained agents implement Bayes-optimal agents by Vladimir Mikulik et al
10-20-2020	Word Shape Matters: Robust Machine Translation with Visual Embedding by Haohan Wang et al
10-21-2020	Generalized Conditioned Dialogue Generation Based on Pre-trained Language Model by Yan Zeng et al
10-22-2020	Probabilistic Circuits for Variational Inference in Discrete Graphical Models by Andy Shih et al
10-20-2020	Knowledge Distillation in Wide Neural Networks: Risk Bound, Data Efficiency and Imperfect Teacher by Guangda Ji et al
10-21-2020	A Multi-Componential Approach to Emotion Recognition and the Effect of Personality by Gelareh Mohammadi et al
10-21-2020	Influence-Augmented Online Planning for Complex Environments by Jinke He et al
10-22-2020	Knowledge Graph Embedding with Atrous Convolution and Residual Learning by Feiliang Ren et al
10-21-2020	The Effect of the Rooney Rule on Implicit Bias in the Long Term by L. Elisa Celis et al
10-22-2020	Reinforcement Learning with Combinatorial Actions: An Application to Vehicle Routing by Arthur Delarue et al
10-22-2020	Containment in Monadic Disjunctive Datalog, MMSNP, and Expressive Description Logics by Pierre Bourhis et al
10-20-2020	UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus by George Michalopoulos et al
10-22-2020	What are the Statistical Limits of Offline RL with Linear Function Approximation? by Ruosong Wang et al
10-20-2020	A Flatter Loss for Bias Mitigation in Cross-dataset Facial Age Estimation by Ali Akbari et al
10-21-2020	Semantic Role Labeling as Syntactic Dependency Parsing by Tianze Shi et al
10-22-2020	On Resource-Efficient Bayesian Network Classifiers and Deep Neural Networks by Wolfgang Roth et al
10-22-2020	DBNET: DOA-driven beamforming network for end-to-end farfield sound source separation by Ali Aroudi et al
10-21-2020	Learning Transferrable Parameters for Long-tailed Sequential User Behavior Modeling by Jianwen Yin et al
10-20-2020	Simulated Chats for Task-oriented Dialog: Learning to Generate Conversations from Instructions by Biswesh Mohapatra et al
10-20-2020	Model-specific Data Subsampling with Influence Functions by Anant Raj et al
10-23-2020	Learning to Optimise General TSP Instances by Nasrin Sultana et al
10-23-2020	Model Interpretability through the Lens of Computational Complexity by Pablo Barceló et al
10-21-2020	Logic Guided Genetic Algorithms by Dhananjay Ashok et al
10-22-2020	Multilingual Synthetic Question and Answer Generation for Cross-Lingual Reading Comprehension by Siamak Shakeri et al
10-20-2020	Axiom Learning and Belief Tracing for Transparent Decision Making in Robotics by Tiago Mota et al
10-22-2020	Exploring search space trees using an adapted version of Monte Carlo tree search for a combinatorial optimization problem by Jorik Jooken et al
10-22-2020	Adversarial Attacks on Binary Image Recognition Systems by Eric Balkanski et al
10-20-2020	Graph Fairing Convolutional Networks for Anomaly Detection by Mahsa Mesgaran et al
10-22-2020	Computing Diverse Sets of Solutions for Monotone Submodular Optimisation Problems by Aneta Neumann et al
10-20-2020	Towards Scalable Distributed Training of Deep Learning on Public Cloud Clusters by Shaohuai Shi et al
10-20-2020	Robust Imitation Learning from Noisy Demonstrations by Voot Tangkaratt et al
10-22-2020	Hierarchical Federated Learning through LAN-WAN Orchestration by Jinliang Yuan et al
10-20-2020	Taming Discrete Integration via the Boon of Dimensionality by Jeffrey M. Dudek et al
10-22-2020	Neural-Symbolic Integration: A Compositional Perspective by Efthymia Tsamoura et al
10-22-2020	Exponential Negation of a Probability Distribution by Qinyuan Wu et al
10-20-2020	Extracting Procedural Knowledge from Technical Documents by Shivali Agarwal et al
10-20-2020	Federated Bayesian Optimization via Thompson Sampling by Zhongxiang Dai et al
10-23-2020	Predicting Infectiousness for Proactive Contact Tracing by Yoshua Bengio et al
10-20-2020	Extracting Seasonal Gradual Patterns from Temporal Sequence Data Using Periodic Patterns Mining by Jerry Lonlac et al
10-23-2020	Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text Classification by Linyi Yang et al
10-22-2020	Migratable AI: Personalizing Dialog Conversations with migration context by Ravi Tejwani et al
10-22-2020	The Turking Test: Can Language Models Understand Instructions? by Avia Efrat et al
10-22-2020	Metapath- and Entity-aware Graph Neural Network for Recommendation by Zhiwei Han et al
10-22-2020	CryptoGRU: Low Latency Privacy-Preserving Text Analysis With GRU by Bo Feng et al
10-22-2020	Enabling certification of verification-agnostic networks via memory-efficient semidefinite programming by Sumanth Dathathri et al
10-21-2020	Structure-aware Pre-training for Table Understanding with Tree-based Transformers by Zhiruo Wang et al
10-23-2020	Algorithms for Causal Reasoning in Probability Trees by Tim Genewein et al
10-21-2020	Deep Q-Network-based Adaptive Alert Threshold Selection Policy for Payment Fraud Systems in Retail Banking by Hongda Shen et al
10-22-2020	Achieving User-Side Fairness in Contextual Bandits by Wen Huang et al
10-21-2020	Improved Runtime Results for Simple Randomised Search Heuristics on Linear Functions with a Uniform Constraint by Frank Neumann et al
10-20-2020	Open Question Answering over Tables and Text by Wenhu Chen et al
10-22-2020	Towards falsifiable interpretability research by Matthew L. Leavitt et al
10-20-2020	Where Is the Normative Proof? Assumptions and Contradictions in ML Fairness Research by A. Feder Cooper
10-22-2020	From Conjunctive Queries to Instance Queries in Ontology-Mediated Querying by Cristina Feier et al
10-22-2020	Multi-view Graph Contrastive Representation Learning for Drug-Drug Interaction Prediction by Yingheng Wang et al
10-21-2020	Conformance Checking for a Medical Training Process Using Petri net Simulation and Sequence Alignment by An Nguyen et al
10-22-2020	One-shot Learning for Temporal Knowledge Graphs by Mehrnoosh Mirtaheri et al
10-22-2020	Improving Policy-Constrained Kidney Exchange via Pre-Screening by Duncan C McElfresh et al
10-23-2020	Exploring Common and Individual Characteristics of Students via Matrix Recovering by Zhen Wang et al
10-22-2020	Multi-agent active perception with prediction rewards by Mikko Lauri et al
10-23-2020	Towards human-agent knowledge fusion (HAKF) in support of distributed coalition teams by Dave Braines et al
10-20-2020	Learn to Navigate Maplessly with Varied LiDAR Configurations: A Support Point Based Approach by Wei Zhang et al
10-21-2020	A study of the Multicriteria decision analysis based on the time-series features and a TOPSIS method proposal for a tensorial approach by Betania S. C. Campello et al
10-20-2020	Multi-Radar Tracking Optimization for Collaborative Combat by Nouredine Nour et al
10-22-2020	UniCase -- Rethinking Casing in Language Models by Rafal Powalski et al
10-20-2020	a-Tucker: Input-Adaptive and Matricization-Free Tucker Decomposition for Dense Tensors on CPUs and GPUs by Min Li et al
10-20-2020	A Particle Swarm Inspired Approach for Continuous Distributed Constraint Optimization Problems by Moumita Choudhury et al