2021.9.27 AI papers

09-23-2021	Can Question Generation Debias Question Answering Models? A Case Study on Question-Context Lexical Overlap by Kazutoshi Shinoda et al
09-23-2021	Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning by Jakub Grudzien Kuba et al
09-23-2021	A survey of Bayesian Network structure learning by Neville K. Kitson et al
09-23-2021	A Multi-Agent Deep Reinforcement Learning Coordination Framework for Connected and Automated Vehicles at Merging Roadways by Sai Krishna Sumanth Nakka et al
09-21-2021	Optimization Strategies in Multi-Task Learning: Averaged or Separated Losses? by Lucas Pascal et al
09-21-2021	Identifying biases in legal data: An algorithmic fairness perspective by Jackson Sargent et al
09-24-2021	Learning Dual Dynamic Representations on Time-Sliced User-Item Interaction Graphs for Sequential Recommendation by Zeyuan Chen et al
09-24-2021	Edge but not Least: Cross-View Graph Pooling by Xiaowei Zhou et al
09-24-2021	Explanation Strategies as an Empirical-Analytical Lens for Socio-Technical Contextualization of Machine Learning Interpretability by Jesse Josua Benjamin et al
09-22-2021	Contrastive Learning for Fair Representations by Aili Shen et al
09-22-2021	LDC-VAE: A Latent Distribution Consistency Approach to Variational AutoEncoders by Xiaoyu Chen et al
09-22-2021	Actionable Conversational Quality Indicators for Improving Task-Oriented Dialog Systems by Michael Higgins et al
09-22-2021	Decentralized Learning of Tree-Structured Gaussian Graphical Models from Noisy Data by Akram Hussain
09-21-2021	A Hierarchical Network-Oriented Analysis of User Participation in Misinformation Spread on WhatsApp by Gabriel Peres Nobre et al
09-22-2021	Caption Enriched Samples for Improving Hateful Memes Detection by Efrat Blaier et al
09-23-2021	Chess AI: Competing Paradigms for Machine Intelligence by Shiva Maharaj et al
09-23-2021	DeepRare: Generic Unsupervised Visual Attention Models by Phutphalla Kong et al
09-22-2021	Towards Multi-Agent Reinforcement Learning using Quantum Boltzmann Machines by Tobias Müller et al
09-21-2021	What Would it Take to get Biomedical QA Systems into Practice? by Gregory Kell et al
09-23-2021	Safe-Planner: A Single-Outcome Replanner for Computing Strong Cyclic Policies in Fully Observable Non-Deterministic Domains by Vahid Mokhtari et al
09-23-2021	Finding a Balanced Degree of Automation for Summary Evaluation by Shiyue Zhang et al
09-24-2021	Learning Relative Interactions through Imitation by Giorgia Adorni et al
09-23-2021	Orthogonal Graph Neural Networks by Kai Guo et al
09-22-2021	Facilitating human-wildlife cohabitation through conflict prediction by Susobhan Ghosh et al
09-24-2021	GERNERMED -- An Open German Medical NER Model by Johann Frei et al
09-22-2021	A formalisation of BPMN in Description Logics by Chiara Ghidini et al
09-21-2021	Does Vision-and-Language Pretraining Improve Lexical Grounding? by Tian Yun et al
09-21-2021	SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval by Thibault Formal et al
09-21-2021	Heterogeneous Ensemble for ESG Ratings Prediction by Tim Krappel et al
09-23-2021	Adaptive Sampling using POMDPs with Domain-Specific Considerations by Gautam Salhotra et al
09-21-2021	Comparison of Neural Network based Soft Computing Techniques for Electromagnetic Modeling of a Microstrip Patch Antenna by Yuvraj Singh Malhi et al
09-23-2021	Union and Intersection of all Justifications by Jieying Chen et al
09-21-2021	Salience-Aware Event Chain Modeling for Narrative Understanding by Xiyang Zhang et al
09-21-2021	Query Evaluation in DatalogMTL -- Taming Infinite Query Results by Luigi Bellomarini et al
09-22-2021	CC-Cert: A Probabilistic Approach to Certify General Robustness of Neural Networks by Mikhail Pautov et al
09-21-2021	LOTR: Face Landmark Localization Using Localization Transformer by Ukrit Watchareeruetai et al
09-23-2021	Learning Generative Deception Strategies in Combinatorial Masking Games by Junlin Wu et al
09-22-2021	Recursively Summarizing Books with Human Feedback by Jeff Wu et al
09-24-2021	DACT-BERT: Differentiable Adaptive Computation Time for an Efficient BERT Inference by Cristóbal Eyzaguirre et al
09-24-2021	A dynamic programming algorithm for informative measurements and near-optimal path-planning by Peter N. Loxley et al
09-21-2021	Computing Complexity-aware Plans Using Kolmogorov Complexity by Elis Stefansson et al
09-22-2021	Solving Large Steiner Tree Problems in Graphs for Cost-Efficient Fiber-To-The-Home Network Expansion by Tobias Müller et al
09-22-2021	Estimation Error Correction in Deep Reinforcement Learning for Deterministic Actor-Critic Methods by Baturay Saglam et al
09-21-2021	Scalable and Efficient MoE Training for Multitask Multilingual Models by Young Jin Kim et al
09-22-2021	Scale Efficiently: Insights from Pre-training and Fine-tuning Transformers by Yi Tay et al
09-22-2021	Exploring Decomposition for Table-based Fact Verification by Xiaoyu Yang et al
09-21-2021	Search For Deep Graph Neural Networks by Guosheng Feng et al
09-21-2021	Design and implementation of a parsimonious neuromorphic PID for onboard altitude control for MAVs using neuromorphic processors by Stein Stroobants et al
09-22-2021	Pix2seq: A Language Modeling Framework for Object Detection by Ting Chen et al
09-22-2021	Pushing the Right Buttons: Adversarial Evaluation of Quality Estimation by Diptesh Kanojia et al
09-22-2021	K-AID: Enhancing Pre-trained Language Models with Domain Knowledge for Question Answering by Fu Sun et al
09-21-2021	CONQUER: Contextual Query-aware Ranking for Video Corpus Moment Retrieval by Zhijian Hou et al
09-22-2021	Making Human-Like Trade-offs in Constrained Environments by Learning from Demonstrations by Arie Glazier et al
09-21-2021	Achieving Counterfactual Fairness for Causal Bandit by Wen Huang et al
09-21-2021	Shape Inference and Grammar Induction for Example-based Procedural Generation by Gillis Hermans et al
09-21-2021	Interpretable Directed Diversity: Leveraging Model Explanations for Iterative Crowd Ideation by Yunlong Wang et al
09-23-2021	Joint speaker diarisation and tracking in switching state-space model by Jeremy H. M. Wong et al
09-24-2021	Visual Scene Graphs for Audio Source Separation by Moitreya Chatterjee et al
09-24-2021	Combing Policy Evaluation and Policy Improvement in a Unified f-Divergence Framework by Chen Gong et al
09-21-2021	Off-line approximate dynamic programming for the vehicle routing problem with stochastic customers and demands via decentralized decision-making by Mohsen Dastpak et al
09-22-2021	Index tt-SNE: Tracking Dynamics of High-Dimensional Datasets with Coherent Embeddings by Gaëlle Candel et al
09-21-2021	Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks by Chin-Chia Michael Yeh et al
09-21-2021	Early and Revocable Time Series Classification by Youssef Achenchabe et al
09-23-2021	Active Learning for Argument Strength Estimation by Nataliia Kees et al
09-24-2021	Regularization Guarantees Generalization in Bayesian Reinforcement Learning through Algorithmic Stability by Aviv Tamar et al
09-23-2021	Zero-Shot Information Extraction as a Unified Text-to-Triple Translation by Chenguang Wang et al
09-22-2021	AI-HRI 2021 Proceedings by Reuth Mirsky et al
09-23-2021	Learning the noise fingerprint of quantum devices by Stefano Martina et al
09-21-2021	Learning offline: memory replay in biological and artificial reinforcement learning by Emma L. Roscow et al
09-21-2021	SalienTrack: providing salient information for semi-automated self-tracking feedback with model explanations by Yunlong Wang et al
09-23-2021	CSAGN: Conversational Structure Aware Graph Network for Conversational Semantic Role Labeling by Han Wu et al
09-23-2021	ADVERSARIALuscator: An Adversarial-DRL Based Obfuscator and Metamorphic Malware SwarmGenerator by Mohit Sewak et al
09-23-2021	Bridging the Last Mile in Sim-to-Real Robot Perception via Bayesian Active Learning by Jianxiang Feng et al
09-21-2021	Unsupervised Abstract Reasoning for Ravens Problem Matrices by Tao Zhuo et al
09-22-2021	Introducing Symmetries to Black Box Meta Reinforcement Learning by Louis Kirsch et al
09-21-2021	Benchmarking Lane-changing Decision-making for Deep Reinforcement Learning by Junjie Wang et al
09-21-2021	Learning Robust Agents for Visual Navigation in Dynamic Environments: The Winning Entry of iGibson Challenge 2021 by Naoki Yokoyama et al
09-24-2021	Parameter-Free Deterministic Reduction of the Estimation Bias in Continuous Control by Baturay Saglam et al
09-24-2021	Lacking the embedding of a word? Look it up into a traditional dictionary by Elena Sofia Ruzzetti et al
09-23-2021	FooBaR: Fault Fooling Backdoor Attack on Neural Network Training by Jakub Breier et al
09-24-2021	SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction by Yuxin Xiao et al
09-21-2021	Distributed Mission Planning of Complex Tasks for Heterogeneous Multi-Robot Teams by Barbara Arbanas Ferreira et al
09-22-2021	Hierarchical Multimodal Transformer to Summarize Videos by Bin Zhao et al
09-21-2021	Generating Local Maps of Science using Deep Bibliographic Coupling by Gaëlle Candel et al
09-22-2021	A Reinforcement Learning Benchmark for Autonomous Driving in Intersection Scenarios by Yuqi Liu et al
09-22-2021	MEPG: A Minimalist Ensemble Policy Gradient Framework for Deep Reinforcement Learning by Qiang He et al
09-21-2021	Example-Driven Model-Based Reinforcement Learning for Solving Long-Horizon Visuomotor Tasks by Bohan Wu et al
09-21-2021	Introduction to Neural Network Verification by Aws Albarghouthi
09-23-2021	WRENCH: A Comprehensive Benchmark for Weak Supervision by Jieyu Zhang et al
09-21-2021	Long-Term Exploration in Persistent MDPs by Leonid Ugadiarov et al
09-21-2021	DialogueBERT: A Self-Supervised Learning based Dialogue Pre-training Encoder by Zhenyu Zhang et al
09-23-2021	Paint4Poem: A Dataset for Artistic Visualization of Classical Chinese Poems by Dan Li et al
09-22-2021	Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals by Wasim Ahmad et al
09-22-2021	Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces by Samuel Daulton et al
09-21-2021	Learning through structure: towards deep neuromorphic knowledge graph embeddings by Victor Caceres Chian et al
09-21-2021	HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning by Mingyu Derek Ma et al
09-22-2021	HybridSDF: Combining Free Form Shapes and Geometric Primitives for effective Shape Manipulation by Subeesh Vasu et al
09-21-2021	A Novel Structured Natural Gradient Descent for Deep Learning by Weihua Liu et al
09-24-2021	Multi-View Video-Based 3D Hand Pose Estimation by Leyla Khaleghi et al
09-22-2021	Partial sensitivity analysis in differential privacy by Tamara T. Mueller et al
09-21-2021	Oriented Object Detection in Aerial Images Based on Area Ratio of Parallelogram by Xinyu Yu et al
09-24-2021	Optimized Power Normalized Cepstral Coefficients towards Robust Deep Speaker Verification by Xuechen Liu et al
09-24-2021	Parameterized Channel Normalization for Far-field Deep Speaker Verification by Xuechen Liu et al
09-23-2021	An Evaluation of Anomaly Detection and Diagnosis in Multivariate Time Series by Astha Garg et al
09-23-2021	Robin Hood and Matthew Effects -- Differential Privacy Has Disparate Impact on Synthetic Data by Georgi Ganev et al
09-23-2021	Temporal Inference with Finite Factored Sets by Scott Garrabrant
09-23-2021	Individual and Collective Autonomous Development by Marco Lippi et al
09-22-2021	Context-aware Tree-based Deep Model for Recommender Systems by Daqing Chang et al
09-22-2021	High-dimensional Bayesian Optimization for CNN Auto Pruning with Clustering and Rollback by Jiandong Mu et al
09-23-2021	Deep Learning with Kernel Flow Regularization for Time Series Forecasting by Mahdy Shirdel et al
09-23-2021	A Learned Stereo Depth System for Robotic Manipulation in Homes by Krishna Shankar et al
09-23-2021	Deep Learning for Ultrasound Beamforming by Ruud JG van Sloun et al
09-21-2021	Learning General Optimal Policies with Graph Neural Networks: Expressive Power, Transparency, and Limits by Simon Ståhlberg et al
09-21-2021	Graph Neural Netwrok with Interaction Pattern for Group Recommendation by Bojie Wang et al
09-21-2021	Towards Explainable Scientific Venue Recommendations by Bastian Schäfermeier et al
09-21-2021	Enforcing Mutual Consistency of Hard Regions for Semi-supervised Medical Image Segmentation by Yicheng Wu et al
09-21-2021	Generalization in Text-based Games via Hierarchical Reinforcement Learning by Yunqiu Xu et al
09-23-2021	Tactile Grasp Refinement using Deep Reinforcement Learning and Analytic Grasp Stability Metrics by Alexander Koenig et al
09-23-2021	AES Are Both Overstable And Oversensitive: Explaining Why And Proposing Defenses by Yaman Kumar Singla et al
09-22-2021	Locality Matters: A Scalable Value Decomposition Approach for Cooperative Multi-Agent Reinforcement Learning by Roy Zohar et al
09-22-2021	Reactive Answer Set Programming by Krysia Broda et al
09-23-2021	Modeling Dynamic Attributes for Next Basket Recommendation by Yongjun Chen et al
09-22-2021	Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing by Qian Liu et al
09-24-2021	Towards A Measure Of General Machine Intelligence by Gautham Venkatasubramanian et al
09-24-2021	A Graph Policy Network Approach for Volt-Var Control in Power Distribution Systems by Xian Yeow Lee et al
09-21-2021	Fast nonlinear risk assessment for autonomous vehicles using learned conditional probabilistic models of agent futures by Ashkan Jasour et al
09-23-2021	Exact Learning of Qualitative Constraint Networks from Membership Queries by Malek Mouhoub et al
09-23-2021	Learning-Based Path Planning for Long-Range Autonomous Valet Parking by Muhammad Khalid et al
09-24-2021	Rethinking Crowd Sourcing for Semantic Similarity by Shaul Solomon et al
09-24-2021	A Generative Federated Learning Framework for Differential Privacy by Eugenio Lomurno et al
09-24-2021	DeepStroke: An Efficient Stroke Screening Framework for Emergency Rooms with Multimodal Adversarial Deep Learning by Tongan Cai et al
09-24-2021	Discovering Novel Customer Features with Recurrent Neural Networks for Personality Based Financial Services by Charl Maree et al
09-21-2021	CondNet: Conditional Classifier for Scene Segmentation by Changqian Yu et al
09-21-2021	Beyond Discriminant Patterns: On the Robustness of Decision Rule Ensembles by Xin Du et al
09-21-2021	Deep Policies for Online Bipartite Matching: A Reinforcement Learning Approach by Mohammad Ali Alomrani et al