2021.6.14 AI papers

06-09-2021	Artificial Intelligence in Drug Discovery: Applications and Techniques by Jianyuan Deng et al
06-10-2021	DUET: Detection Utilizing Enhancement for Text in Scanned or Captured Documents by Eun-Soo Jung et al
06-08-2021	Learning Markov State Abstractions for Deep Reinforcement Learning by Cameron Allen et al
06-08-2021	Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making by Zijun Yao et al
06-09-2021	Unifying Behavioral and Response Diversity for Open-ended Learning in Zero-sum Games by Xiangyu Liu et al
06-08-2021	Federated Hyperparameter Tuning: Challenges, Baselines, and Connections to Weight-Sharing by Mikhail Khodak et al
06-08-2021	SpeechBrain: A General-Purpose Speech Toolkit by Mirco Ravanelli et al
06-11-2021	Zero-Shot Controlled Generation with Encoder-Decoder Transformers by Devamanyu Hazarika et al
06-08-2021	Meta Learning for Knowledge Distillation by Wangchunshu Zhou et al
06-10-2021	Meta-Adaptive Nonlinear Control: Theory and Algorithms by Guanya Shi et al
06-11-2021	BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized Data by Haoyu Song et al
06-11-2021	Hybrid Generative-Contrastive Representation Learning by Saehoon Kim et al
06-11-2021	Modeling Sequences as Distributions with Uncertainty for Sequential Recommendation by Ziwei Fan et al
06-11-2021	To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs by Thomas Scialom et al
06-08-2021	Measurable Monte Carlo Search Error Bounds by John Mern et al
06-08-2021	Risk Ranked Recall: Collision Safety Metric for Object Detection Systems in Autonomous Vehicles by Ayoosh Bansal et al
06-10-2021	Multiple Dynamic Pricing for Demand Response with Adaptive Clustering-based Customer Segmentation in Smart Grids by Fanlin Meng et al
06-08-2021	Vector Quantized Models for Planning by Sherjil Ozair et al
06-09-2021	Towards Deep Industrial Transfer Learning for Anomaly Detection on Time Series Data by Benjamin Maschler et al
06-09-2021	A general approach for Explanations in terms of Middle Level Features by Andrea Apicella et al
06-11-2021	FedNLP: An interpretable NLP System to Decode Federal Reserve Communications by Jean Lee et al
06-10-2021	DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning by Daochen Zha et al
06-10-2021	An Ensemble Approach Towards Adversarial Robustness by Haifeng Qian
06-08-2021	Obtaining Better Static Word Embeddings Using Contextual Embedding Models by Prakhar Gupta et al
06-08-2021	LEADS: Learning Dynamical Systems that Generalize Across Environments by Yuan Yin et al
06-10-2021	Gradient Disaggregation: Breaking Privacy in Federated Learning by Reconstructing the User Participant Matrix by Maximilian Lam et al
06-10-2021	Gradual Domain Adaptation in the Wild:When Intermediate Distributions are Absent by Samira Abnar et al
06-10-2021	Problem-solving benefits of down-sampled lexicase selection by Thomas Helmuth et al
06-10-2021	Learnable Hypergraph Laplacian for Hypergraph Learning by Jiying Zhang et al
06-08-2021	A Deep Value-network Based Approach for Multi-Driver Order Dispatching by Xiaocheng Tang et al
06-08-2021	Towards Practical Credit Assignment for Deep Reinforcement Learning by Vyacheslav Alipov et al
06-08-2021	Drones for Medical Delivery Considering Different Demands Classes: A Markov Decision Process Approach for Managing Health Centers Dispatching Medical Products by Amin Asadi et al
06-10-2021	Score Matching Model for Unbounded Data Score by Dongjun Kim et al
06-10-2021	Swarm Intelligence for Self-Organized Clustering by Michael C. Thrun et al
06-08-2021	Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation by Zhekai Du et al
06-09-2021	Automatic Sexism Detection with Multilingual Transformer Models by Schütz Mina et al
06-09-2021	Neural Supervised Domain Adaptation by Augmenting Pre-trained Models with Random Units by Sara Meftah et al
06-09-2021	Phraseformer: Multimodal Key-phrase Extraction using Transformer and Graph Embedding by Narjes Nikzad-Khasmakhi et al
06-11-2021	What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured Data by Yang Hu et al
06-09-2021	DIGRAC: Digraph Clustering with Flow Imbalance by Yixuan He et al
06-08-2021	A Survey of Transformers by Tianyang Lin et al
06-10-2021	The Medical Segmentation Decathlon by Michela Antonelli et al
06-08-2021	Sketch-Based Streaming Anomaly Detection in Dynamic Graphs by Siddharth Bhatia et al
06-08-2021	There Is No Turning Back: A Self-Supervised Approach for Reversibility-Aware Reinforcement Learning by Nathan Grinsztajn et al
06-10-2021	View Generalization for Single Image Textured 3D Models by Anand Bhattad et al
06-08-2021	AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation by David Berthelot et al
06-08-2021	Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement Learning by Sixing Yin et al
06-08-2021	Giving Commands to a Self-Driving Car: How to Deal with Uncertain Situations? by Thierry Deruyttere et al
06-08-2021	Towards interval uncertainty propagation control in bivariate aggregation processes and the introduction of width-limited interval-valued overlap functions by Tiago da Cruz Asmus et al
06-08-2021	Definitions of intent suitable for algorithms by Hal Ashton
06-10-2021	Thompson Sampling with a Mixture Prior by Joey Hong et al
06-09-2021	DGA-Net Dynamic Gaussian Attention Network for Sentence Semantic Matching by Kun Zhang et al
06-11-2021	A Cooperative-Competitive Multi-Agent Framework for Auto-bidding in Online Advertising by Chao Wen et al
06-10-2021	Fairness for Cooperative Multi-Agent Learning with Equivariant Policies by Niko A. Grupen et al
06-10-2021	Vertical Federated Learning without Revealing Intersection Membership by Jiankai Sun et al
06-10-2021	Brittle AI, Causal Confusion, and Bad Mental Models: Challenges and Successes in the XAI Program by Jeff Druce et al
06-08-2021	Cheap and Good? Simple and Effective Data Augmentation for Low Resource Machine Reading by Hoang Van et al
06-09-2021	Automated Self-Supervised Learning for Graphs by Wei Jin et al
06-09-2021	Multi-layered Network Exploration via Random Walks: From Offline Optimization to Online Learning by Xutong Liu et al
06-10-2021	DECORE: Deep Compression with Reinforcement Learning by Manoj Alwani et al
06-09-2021	Practical Machine Learning Safety: A Survey and Primer by Sina Mohseni et al
06-09-2021	Vector Symbolic Architectures as a Computing Framework for Nanoscale Hardware by Denis Kleyko et al
06-09-2021	Cervical Cytology Classification Using PCA & GWO Enhanced Deep Features Selection by Hritam Basak et al
06-09-2021	Dual-Modality Vehicle Anomaly Detection via Bilateral Trajectory Tracing by Jingyuan Chen et al
06-11-2021	Preferential Temporal Difference Learning by Nishanth Anand et al
06-10-2021	Deep neural network loses attention to adversarial images by Shashank Kotyan et al
06-09-2021	Do Transformers Really Perform Bad for Graph Representation? by Chengxuan Ying et al
06-10-2021	Ruddit: Norms of Offensiveness for English Reddit Comments by Rishav Hada et al
06-10-2021	Modeling Hierarchical Structures with Continuous Recursive Neural Networks by Jishnu Ray Chowdhury et al
06-10-2021	Neural Higher-order Pattern (Motif) Prediction in Temporal Networks by Yunyu Liu et al
06-11-2021	Unsupervised Anomaly Detection Ensembles using Item Response Theory by Sevvandi Kandanaarachchi
06-09-2021	Independent mechanism analysis, a new concept? by Luigi Gresele et al
06-08-2021	A Modest Pareto Optimisation Analysis of Dependency Parsers in 2021 by Mark Anderson et al
06-08-2021	Dynamic Sparse Training for Deep Reinforcement Learning by Ghada Sokar et al
06-08-2021	Time-series Imputation of Temporally-occluded Multiagent Trajectories by Shayegan Omidshafiei et al
06-09-2021	Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation by Cunxiao Du et al
06-09-2021	PEBBLE: Feedback-Efficient Interactive Reinforcement Learning via Relabeling Experience and Unsupervised Pre-training by Kimin Lee et al
06-10-2021	Temporal and Object Quantification Networks by Jiayuan Mao et al
06-10-2021	Sparse and Imperceptible Adversarial Attack via a Homotopy Algorithm by Mingkang Zhu et al
06-08-2021	Curriculum Design for Teaching via Demonstrations: Theory and Applications by Gaurav Yengera et al
06-09-2021	Explaining Time Series Predictions with Dynamic Masks by Jonathan Crabbé et al
06-10-2021	How Robust are Model Rankings: A Leaderboard Customization Approach for Equitable Evaluation by Swaroop Mishra et al
06-11-2021	Online Continual Adaptation with Active Self-Training by Shiji Zhou et al
06-11-2021	Sprachsynthese -- State-of-the-Art in englischer und deutscher Sprache by René Peinl
06-11-2021	GDI: Rethinking What Makes Reinforcement Learning Different From Supervised Learning by Jiajun Fan et al
06-08-2021	Bayesian Optimization over Hybrid Spaces by Aryan Deshwal et al
06-11-2021	DG-LMC: A Turn-key and Scalable Synchronous Distributed MCMC Algorithm by Vincent Plassier et al
06-11-2021	Survey of Image Based Graph Neural Networks by Usman Nazir et al
06-10-2021	Unsupervised Behaviour Discovery with Quality-Diversity Optimisation by Luca Grillotti et al
06-08-2021	Dynamic Instance-Wise Classification in Correlated Feature Spaces by Yasitha Warahena Liyanage et al

06-08-2021	RECOWNs: Probabilistic Circuits for Trustworthy Time Series Forecasting by Nils Thoma et al
06-08-2021	Raw Waveform Encoder with Multi-Scale Globally Attentive Locally Recurrent Networks for End-to-End Speech Recognition by Max W. Y. Lam et al
06-08-2021	Residual Feedback Learning for Contact-Rich Manipulation Tasks with Uncertainty by Alireza Ranjbar et al
06-08-2021	Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style by Julius von Kügelgen et al
06-11-2021	Small Object Detection for Near Real-Time Egocentric Perception in a Manual Assembly Scenario by Hooman Tavakoli et al
06-09-2021	Cross-Node Federated Graph Neural Network for Spatio-Temporal Data Modeling by Chuizheng Meng et al
06-08-2021	Learning Riemannian Manifolds for Geodesic Motion Skills by Hadi Beik-Mohammadi et al
06-10-2021	Visual scoping operations for physical assembly by Felix J Binder et al
06-10-2021	Next-Gen Machine Learning Supported Diagnostic Systems for Spacecraft by Athanasios Vlontzos et al
06-10-2021	Quantized Conditional COT-GAN for Video Prediction by Tianlin Xu et al
06-10-2021	Synthesising Reinforcement Learning Policies through Set-Valued Inductive Rule Learning by Youri Coppens et al
06-10-2021	Programming Puzzles by Tal Schuster et al
06-10-2021	CAT: Cross Attention in Vision Transformer by Hezheng Lin et al
06-09-2021	FedDICE: A ransomware spread detection in a distributed integrated clinical environment using federated learning and SDN based mitigation by Chandra Thapa et al
06-09-2021	Very Compact Clusters with Structural Regularization via Similarity and Connectivity by Xin Ma et al
06-08-2021	Supervised Machine Learning with Plausible Deniability by Stefan Rass et al
06-08-2021	Provably Robust Detection of Out-of-distribution Data (almost) for free by Alexander Meinke et al
06-08-2021	Question Generation for Adaptive Education by Megha Srivastava et al
06-09-2021	ZoPE: A Fast Optimizer for ReLU Networks with Low-Dimensional Inputs by Christopher A. Strong et al
06-08-2021	Multi-hop Graph Convolutional Network with High-order Chebyshev Approximation for Text Reasoning by Shuoran Jiang et al
06-08-2021	Exploration and preference satisfaction trade-off in reward-free learning by Noor Sajid et al
06-08-2021	Breaking the Limits of Message Passing Graph Neural Networks by Muhammet Balcilar et al
06-09-2021	Interaction-Grounded Learning by Tengyang Xie et al
06-08-2021	Chasing Sparsity in Vision Transformers: An End-to-End Exploration by Tianlong Chen et al
06-08-2021	Muddling Label Regularization: Deep Learning for Tabular Datasets by Karim Lounici et al
06-08-2021	North Carolina COVID-19 Agent-Based Model Framework for Hospitalization Forecasting Overview, Design Concepts, and Details Protocol by Kasey Jones et al
06-10-2021	FetReg: Placental Vessel Segmentation and Registration in Fetoscopy Challenge Dataset by Sophia Bano et al
06-08-2021	Predicting the Success of Domain Adaptation in Text Similarity by Nicolai Pogrebnyakov et al
06-10-2021	AI-enabled Automation for Completeness Checking of Privacy Policies by Orlando Amaral et al
06-10-2021	Distribution-Aware Semantics-Oriented Pseudo-label for Imbalanced Semi-Supervised Learning by Youngtaek Oh et al
06-10-2021	Hierarchical Agglomerative Graph Clustering in Nearly-Linear Time by Laxman Dhulipala et al
06-08-2021	Interpretable agent communication from scratch(with a generic visual processor emerging on the side) by Roberto Dessì et al
06-09-2021	Knowledge distillation: A good teacher is patient and consistent by Lucas Beyer et al
06-10-2021	Anatomy X-Net: A Semi-Supervised Anatomy Aware Convolutional Neural Network for Thoracic Disease Classification by Uday Kamal et al
06-09-2021	Efficient Active Search for Combinatorial Optimization Problems by André Hottung et al
06-11-2021	Multi-Receiver Online Bayesian Persuasion by Matteo Castiglioni et al
06-08-2021	A critical look at the current train/test split in machine learning by Jimin Tan et al
06-10-2021	Data-driven battery operation for energy arbitrage using rainbow deep reinforcement learning by Daniel J. B. Harrold et al
06-10-2021	Achieving Diverse Objectives with AI-driven Prices in Deep Reinforcement Learning Multi-agent Markets by Panayiotis Danassis et al
06-08-2021	Object Based Attention Through Internal Gating by Jordan Lei et al
06-10-2021	Interpreting Expert Annotation Differences in Animal Behavior by Megan Tjandrasuwita et al
06-08-2021	On Sample Based Explanation Methods for NLP:Efficiency, Faithfulness, and Semantic Evaluation by Wei Zhang et al
06-10-2021	Fair Normalizing Flows by Mislav Balunović et al
06-09-2021	End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering by Devendra Singh Sachan et al
06-09-2021	SCARI: Separate and Conquer Algorithm for Action Rules and Recommendations Induction by Marek Sikora et al
06-09-2021	Distilling Image Classifiers in Object Detectors by Shuxuan Guo et al
06-08-2021	Reinforced Few-Shot Acquisition Function Learning for Bayesian Optimization by Bing-Jing Hsieh et al
06-10-2021	ImaginE: An Imagination-Based Automatic Evaluation Metric for Natural Language Generation by Wanrong Zhu et al
06-10-2021	Informative Policy Representations in Multi-Agent Reinforcement Learning via Joint-Action Distributions by Yifan Yu et al
06-08-2021	Can You Learn an Algorithm? Generalizing from Easy to Hard Problems with Recurrent Networks by Avi Schwarzschild et al
06-08-2021	What Makes Multimodal Learning Better than Single (Provably) by Yu Huang et al
06-10-2021	Domain Transformer: Predicting Samples of Unseen, Future Domains by Johannes Schneider
06-10-2021	Parallel Deep Learning-Driven Sarcasm Detection from Pop Culture Text and English Humor Literature by Sourav Das et al
06-08-2021	Dont Get Yourself into Trouble! Risk-aware Decision-Making for Autonomous Vehicles by Kasra Mokhtari et al
06-08-2021	Densely connected normalizing flows by Matej Grcić et al
06-08-2021	Self-Supervised Graph Learning with Hyperbolic Embedding for Temporal Health Event Prediction by Chang Lu et al
06-11-2021	Graph Transformer Networks: Learning Meta-path Graphs to Improve GNNs by Seongjun Yun et al
06-10-2021	Cross-domain Contrastive Learning for Unsupervised Domain Adaptation by Rui Wang et al
06-08-2021	Image2Point: 3D Point-Cloud Understanding with Pretrained 2D ConvNets by Chenfeng Xu et al
06-09-2021	Information Avoidance and Overvaluation in Sequential Decision Making under Epistemic Constraints by Shuo Li et al
06-09-2021	GP-ConvCNP: Better Generalization for Convolutional Conditional Neural Processes on Time Series Data by Jens Petersen et al
06-10-2021	Fair Classification with Adversarial Perturbations by L. Elisa Celis et al
06-10-2021	Learning by Watching by Jimuyang Zhang et al
06-10-2021	Learning to See by Looking at Noise by Manel Baradad et al
06-10-2021	Dynamics-Regulated Kinematic Policy for Egocentric Pose Estimation by Zhengyi Luo et al
06-10-2021	Adversarial Graph Augmentation to Improve Graph Contrastive Learning by Susheel Suresh et al
06-08-2021	SDGMNet: Statistic-based Dynamic Gradient Modulation for Local Descriptor Learning by Jiayi Ma et al
06-10-2021	On the overlooked issue of defining explanation objectives for local-surrogate explainers by Rafael Poyiadzi et al
06-10-2021	A comprehensive solution to retrieval-based chatbot construction by Kristen Moore et al
06-08-2021	Predicting Deep Neural Network Generalization with Perturbation Response Curves by Yair Schiff et al
06-08-2021	Explainable AI for medical imaging: Explaining pneumothorax diagnoses with Bayesian Teaching by Tomas Folke et al
06-09-2021	DESCGEN: A Distantly Supervised Datasetfor Generating Abstractive Entity Descriptions by Weijia Shi et al
06-08-2021	Learning by Distillation: A Self-Supervised Learning Framework for Optical Flow Estimation by Pengpeng Liu et al
06-08-2021	Targeted Active Learning for Bayesian Decision-Making by Louis Filstroff et al
06-09-2021	Planning for Novelty: Width-Based Algorithms for Common Problems in Control, Planning and Reinforcement Learning by Nir Lipovetzky
06-10-2021	Spatiotemporal Spike-Pattern Selectivity in Single Mixed-Signal Neurons with Balanced Synapses by Mattias Nilsson et al
06-08-2021	NWT: Towards natural audio-to-video generation with representation learning by Rayhane Mama et al
06-09-2021	Understanding Softmax Confidence and Uncertainty by Tim Pearce et al
06-08-2021	Back2Future: Leveraging Backfill Dynamics for Improving Real-time Predictions in Future by Harshavardhan Kamarthi et al
06-09-2021	Joint Landmark and Structure Learning for Automatic Evaluation of Developmental Dysplasia of the Hip by Xindi Hu et al
06-10-2021	Super-Resolution Image Reconstruction Based on Self-Calibrated Convolutional GAN by Yibo Guo et al
06-09-2021	Graph Symbiosis Learning by Liang Zeng et al
06-08-2021	Geospatial Reasoning with Shapefiles for Supporting Policy Decisions by Henrique Santos et al
06-08-2021	Uncovering Closed-form Governing Equations of Nonlinear Dynamics from Videos by Lele Luan et al
06-08-2021	A 2020 taxonomy of algorithms inspired on living beings behavior by Luis Torres-Treviño
06-10-2021	Space-time Mixing Attention for Video Transformer by Adrian Bulat et al
06-08-2021	On Improving Adversarial Transferability of Vision Transformers by Muzammal Naseer et al
06-09-2021	Non-Parametric Stochastic Sequential Assignment With Random Arrival Times by Danial Dervovic et al
06-08-2021	Simulated Adversarial Testing of Face Recognition Models by Nataniel Ruiz et al
06-08-2021	Are Pretrained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection by Jian-Guo Zhang et al
06-08-2021	Translate, then Parse! A strong baseline for Cross-Lingual AMR Parsing by Sarah Uhrig et al
06-08-2021	XtremeDistilTransformers: Task Transfer for Task-agnostic Distillation by Subhabrata Mukherjee et al
06-08-2021	Scaling Vision Transformers by Xiaohua Zhai et al
06-08-2021	Safe Deep Q-Network for Autonomous Vehicles at Unsignalized Intersection by Kasra Mokhtari et al
06-11-2021	Policy Gradient Bayesian Robust Optimization for Imitation Learning by Zaynah Javed et al
06-10-2021	Analyzing Non-Textual Content Elements to Detect Academic Plagiarism by Norman Meuschke
06-11-2021	Assessing Political Prudence of Open-domain Chatbots by Yejin Bang et al
06-10-2021	Towards Understanding Generalization via Decomposing Excess Risk Dynamics by Jiaye Teng et al