2021.1.11 AI papers

01-05-2021	AutoDropout: Learning Dropout Patterns to Regularize Deep Networks by Hieu Pham et al
01-07-2021	Distribution-Free, Risk-Controlling Prediction Sets by Stephen Bates et al
01-07-2021	Compound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed Hypergraphs by Wen-Yi Hsiao et al
01-07-2021	The Distracting Control Suite -- A Challenging Benchmark for Reinforcement Learning from Pixels by Austin Stone et al
01-07-2021	The joint role of geometry and illumination on material recognition by Manuel Lagunas et al
01-07-2021	Self-Attention Based Context-Aware 3D Object Detection by Prarthana Bhattacharyya et al
01-06-2021	Low-cost and high-performance data augmentation for deep-learning-based skin lesion classification by Shuwei Shen et al
01-06-2021	Single Shot Multitask Pedestrian Detection and Behavior Prediction by Prateek Agrawal et al
01-06-2021	Curriculum-Meta Learning for Order-Robust Continual Relation Extraction by Tongtong Wu et al
01-05-2021	Support Vector Machine and YOLO for a Mobile Food Grading System by Lili Zhu et al
01-07-2021	L2PF -- Learning to Prune Faster by Manoj-Rohit Vemparala et al
01-07-2021	Multimodal Gait Recognition for Neurodegenerative Diseases by Aite Zhao et al
01-07-2021	Practical Evaluation of Out-of-Distribution Detection Methods for Image Classification by Engkarat Techapanurak et al
01-06-2021	Exploring Text-transformers in AAAI 2021 Shared Task: COVID-19 Fake News Detection in English by Xiangyang Li et al
01-07-2021	Associated Spatio-Temporal Capsule Network for Gait Recognition by Aite Zhao et al
01-07-2021	On the Convergence of Tsetlin Machines for the XOR Operator by Lei Jiao et al
01-06-2021	Taxonomy Completion via Triplet Matching Network by Jieyu Zhang et al
01-07-2021	Bridging In- and Out-of-distribution Samples for Their Better Discriminability by Engkarat Techapanurak et al
01-05-2021	Reinforcement Learning based Collective Entity Alignment with Adaptive Features by Weixin Zeng et al
01-06-2021	Learn Dynamic-Aware State Embedding for Transfer Learning by Kaige Yang
01-05-2021	On the Control of Attentional Processes in Vision by John K. Tsotsos et al
01-05-2021	Explainable AI and Adoption of Algorithmic Advisors: an Experimental Study by Daniel Ben David et al
01-06-2021	Artificial Intelligence Methods in In-Cabin Use Cases: A Survey by Yao Rong et al
01-06-2021	M\{o}biusE: Knowledge Graph Embedding on M\{o}bius Ring by Yao Chen et al
01-07-2021	Data Poisoning Attacks to Deep Learning Based Recommender Systems by Hai Huang et al
01-07-2021	SHARKS: Smart Hacking Approaches for RisK Scanning in Internet-of-Things and Cyber-Physical Systems based on Machine Learning by Tanujay Saha et al
01-06-2021	DeepPoison: Feature Transfer Based Stealthy Poisoning Attack by Jinyin Chen et al
01-06-2021	Off-Policy Meta-Reinforcement Learning Based on Feature Embedding Spaces by Takahisa Imagawa et al
01-05-2021	Understanding the Ability of Deep Neural Networks to Count Connected Components in Images by Shuyue Guan et al
01-06-2021	Deep Reinforcement Learning with Quantum-inspired Experience Replay by Qing Wei et al
01-06-2021	Max-Affine Spline Insights Into Deep Network Pruning by Randall Balestriero et al
01-06-2021	The Shapley Value of Classifiers in Ensemble Games by Benedek Rozemberczki et al
01-07-2021	Learning Grammar of Complex Activities via Deep Neural Networks by Becky Mashaido
01-07-2021	A Tale of Fairness Revisited: Beyond Adversarial Learning for Deep Neural Network Fairness by Becky Mashaido et al
01-08-2021	Quantum Earth Movers Distance: A New Approach to Learning Quantum Data by Bobak Toussi Kiani et al
01-06-2021	Attention Actor-Critic algorithm for Multi-Agent Constrained Co-operative Reinforcement Learning by P. Parnika et al
01-06-2021	DICE: Deep Significance Clustering for Outcome-Aware Stratification by Yufang Huang et al
01-06-2021	Deep Neural Network Based Relation Extraction: An Overview by Hailin Wang et al
01-08-2021	Exploring Fault-Energy Trade-offs in Approximate DNN Hardware Accelerators by Ayesha Siddique et al
01-07-2021	Average-Reward Off-Policy Policy Evaluation with Function Approximation by Shangtong Zhang et al
01-05-2021	Theory-based Habit Modeling for Enhancing Behavior Prediction by Chao Zhang et al
01-07-2021	A Comprehensive Study on Optimization Strategies for Gradient Descent In Deep Learning by Kaustubh Yadav
01-05-2021	Deep Class-Specific Affinity-Guided Convolutional Network for Multimodal Unpaired Image Segmentation by Jingkun Chen et al
01-05-2021	Analyzing movies to predict their commercial viability for producers by Devendra Swami et al
01-07-2021	Corner case data description and detection by Tinghui Ouyang et al
01-06-2021	Order Embeddings from Merged Ontologies using Sketching by Kenneth L. Clarkson et al
01-07-2021	Merging with unknown reliability by Paolo Liberatore
01-07-2021	Detecting Suspicious Events in Fast Information Flows by Kristiaan Pelckmans et al
01-05-2021	Characterizing Intersectional Group Fairness with Worst-Case Comparisons by Avijit Ghosh et al
01-05-2021	Political Depolarization of News Articles Using Attribute-aware Word Embeddings by Ruibo Liu et al
01-05-2021	Dynamic Preference Logic meets Iterated Belief Change: Representation Results and Postulates Characterization by Marlo Souza et al
01-08-2021	Multistage BiCross Encoder: Team GATE Entry for MLIA Multilingual Semantic Search Task 2 by Iknoor Singh et al
01-06-2021	Adaptive Synthetic Characters for Military Training by Volkan Ustun et al
01-07-2021	On the Management of Type 1 Diabetes Mellitus with IoT Devices and ML Techniques by Ignacio Rodriguez
01-06-2021	Exploring Semi-Supervised Learning for Predicting Listener Backchannels by Vidit Jain et al
01-07-2021	Drift anticipation with forgetting to improve evolving fuzzy system by Clément Leroy et al
01-08-2021	Approximate Query Processing for Group-By Queries based on Conditional Generative Models by Meifan Zhang et al
01-06-2021	Weighted Ensemble-model and Network Analysis: A method to predict fluid intelligence via naturalistic functional connectivity by Xiaobo Liu et al
01-06-2021	A design of human-like robust AI machines in object identification by Bao-Gang Hu et al
01-06-2021	Controlling Synthetic Characters in Simulations: A Case for Cognitive Architectures and Sigma by Volkan Ustun et al
01-05-2021	A Survey on Advancing the DBMS Query Optimizer: Cardinality Estimation, Cost Model, and Plan Enumeration by Hai Lan et al
01-08-2021	Twitch Gamers: a Dataset for Evaluating Proximity Preserving and Structural Role-based Node Embeddings by Benedek Rozemberczki et al
01-05-2021	To do or not to do: cost-sensitive causal decision-making by Diego Olaya et al
01-06-2021	Ludii Game Logic Guide by Eric Piette et al
01-08-2021	Artificial Intelligence enabled Smart Learning by Faisal Khan et al
01-07-2021	qRRT: Quality-Biased Incremental RRT for Optimal Motion Planning in Non-Holonomic Systems by Nahas Pareekutty et al
01-07-2021	Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective by Dongjie Wang et al
01-05-2021	Explainable AI for Robot Failures: Generating Explanations that Improve User Assistance in Fault Recovery by Devleena Das et al
01-08-2021	Slow manifolds in recurrent networks encode working memory efficiently and robustly by Elham Ghazizadeh et al
01-05-2021	Learning Sign-Constrained Support Vector Machines by Kenya Tajima et al
01-07-2021	SDGNN: Learning Node Representation for Signed Directed Networks by Junjie Huang et al
01-07-2021	Incorporating Vision Bias into Click Models for Image-oriented Search Engine by Ningxin Xu et al
01-06-2021	TextBox: A Unified, Modularized, and Extensible Framework for Text Generation by Junyi Li et al
01-08-2021	An Information-theoretic Progressive Framework for Interpretation by Zhengqi He et al
01-07-2021	Neural Fitted Q Iteration based Optimal Bidding Strategy in Real Time Reactive Power Market_1 by Jahnvi Patel et al
01-06-2021	A Lower Bound on DNNF Encodings of Pseudo-Boolean Constraints by Alexis de Colnet
01-07-2021	Zero-shot sim-to-real transfer of tactile control policies for aggressive swing-up manipulation by Thomas Bi et al
01-05-2021	Modeling Global Semantics for Question Answering over Knowledge Bases by Peiyun Wu et al
01-05-2021	One-shot Policy Elicitation via Semantic Reward Manipulation by Aaquib Tabrez et al
01-07-2021	Argument Schemes and Dialogue for Explainable Planning by Quratul-ain Mahesar et al
01-07-2021	Neural Storage: A New Paradigm of Elastic Memory by Prabuddha Chakraborty et al
01-07-2021	Grasp and Motion Planning for Dexterous Manipulation for the Real Robot Challenge by Takuma Yoneda et al
01-06-2021	On Satisficing in Quantitative Games by Suguman Bansal et al