2021.10.4 AI papers

09-28-2021	A multi-stage semi-supervised improved deep embedded clustering (MS-SSIDEC) method for bearing fault diagnosis under the situation of insufficient labeled samples by Tongda Sun et al
09-30-2021	LIFE: Learning Individual Features for Multivariate Time Series Prediction with Missing Values by Zhao-Yu Zhang et al
09-30-2021	PIETS: Parallelised Irregularity Encoders for Forecasting with Heterogeneous Time-Series by Futoon M. Abushaqra et al
09-30-2021	Crowdsourcing through Cognitive Opportunistic Networks by M. Mordacchini et al
09-28-2021	An Explainable-AI approach for Diagnosis of COVID-19 using MALDI-ToF Mass Spectrometry by Venkata Devesh Reddy Seethi et al
09-29-2021	The MatrixX Solver For Argumentation Frameworks by Maximilian Heinrich
09-29-2021	Unlocking the potential of deep learning for marine ecology: overview, applications, and outlook by Morten Goodwin et al
09-28-2021	A First-Occupancy Representation for Reinforcement Learning by Ted Moskovitz et al
09-29-2021	Digital Twins based Day-ahead Integrated Energy System Scheduling under Load and Renewable Energy Uncertainties by Minglei You et al
09-30-2021	A Review of Text Style Transfer using Deep Learning by Martina Toshevska et al
09-30-2021	Reinforcement Learning with Information-Theoretic Actuation by Elliot Catt et al
09-28-2021	SafetyNet: Safe planning for real-world self-driving vehicles using machine-learned policies by Matt Vitelli et al
09-28-2021	Real-Time Glaucoma Detection from Digital Fundus Images using Self-ONNs by Ozer Can Devecioglu et al
09-30-2021	SpliceOut: A Simple and Efficient Audio Augmentation Method by Arjit Jain et al
10-01-2021	TEACh: Task-driven Embodied Agents that Chat by Aishwarya Padmakumar et al
10-01-2021	Phonology Recognition in American Sign Language by Federico Tavella et al
09-28-2021	Designed to Cooperate: A Kant-Inspired Ethic of Machine-to-Machine Cooperation by Seng W. Loke
09-30-2021	You Cannot Easily Catch Me: A Low-Detectable Adversarial Patch for Object Detectors by Zijian Zhu et al
09-28-2021	Which Design Decisions in AI-enabled Mobile Applications Contribute to Greener AI? by Roger Creus Castanyer et al
10-01-2021	Topologically-Informed Atlas Learning by Thomas Cohn et al
09-30-2021	The Artificial Intelligence behind the winning entry to the 2019 AI Robotic Racing Competition by Christophe De Wagter et al
09-30-2021	Predicting COVID-19 Patient Shielding: A Comprehensive Study by Vithya Yogarajan et al
09-30-2021	Offline Reinforcement Learning with Reverse Model-based Imagination by Jianhao Wang et al
10-01-2021	Unpacking the Interdependent Systems of Discrimination: Ableist Bias in NLP Systems through an Intersectional Lens by Saad Hassan et al
09-29-2021	Improvising the Learning of Neural Networks on Hyperspherical Manifold by Lalith Bharadwaj Baru et al
09-28-2021	StereoSpike: Depth Learning with a Spiking Neural Network by Ulysse Rançon et al
09-29-2021	Neural Knitworks: Patched Neural Implicit Representation Networks by Mikolaj Czerkawski et al
09-30-2021	Emergence of Theory of Mind Collaboration in Multiagent Systems by Luyao Yuan et al
09-29-2021	WEDGE: Web-Image Assisted Domain Generalization for Semantic Segmentation by Namyup Kim et al
09-28-2021	Making Curiosity Explicit in Vision-based RL by Elie Aljalbout et al
09-30-2021	Moving Object Detection for Event-based vision using Graph Spectral Clustering by Anindya Mondal et al
09-30-2021	Seeing Glass: Joint Point Cloud and Depth Completion for Transparent Objects by Haoping Xu et al
10-01-2021	Natural language understanding for logical games by Adrian Groza et al
10-01-2021	Guiding Evolutionary Strategies by Differentiable Robot Simulators by Vladislav Kurenkov et al
09-30-2021	A Privacy-preserving Distributed Training Framework for Cooperative Multi-agent Deep Reinforcement Learning by Yimin Shi
09-29-2021	PAC-Bayes Information Bottleneck by Zifeng Wang et al
09-29-2021	Untangling Braids with Multi-agent Q-Learning by Abdullah Khan et al
09-29-2021	Towards a theory of out-of-distribution learning by Ali Geisa et al
09-28-2021	Agreeing to Disagree: Annotating Offensive Language Datasets with Annotators Disagreement by Elisa Leonardelli et al
09-29-2021	Improving Safety in Deep Reinforcement Learning using Unsupervised Action Planning by Hao-Lun Hsu et al
09-30-2021	First to Possess His Statistics: Data-Free Model Extraction Attack on Tabular Data by Masataka Tasumi et al
09-28-2021	Formalizing the Generalization-Forgetting Trade-off in Continual Learning by Krishnan Raghavan et al
09-30-2021	Decentralized Graph-Based Multi-Agent Reinforcement Learning Using Reward Machines by Jueming Hu et al
09-29-2021	Subdimensional Expansion Using Attention-Based Learning For Multi-Agent Path Finding by Lakshay Virmani et al
09-30-2021	CrossAug: A Contrastive Data Augmentation Method for Debiasing Fact Verification Models by Minwoo Lee et al
09-30-2021	Scalable Rule-Based Representation Learning for Interpretable Classification by Zhuo Wang et al
09-29-2021	On Assessing the Usefulness of Proxy Domains for Developing and Evaluating Embodied Agents by Anthony Courchesne et al
09-29-2021	Can phones, syllables, and words emerge as side-products of cross-situational audiovisual learning? -- A computational investigation by Khazar Khorrami et al
09-29-2021	On Brightness Agnostic Adversarial Examples Against Face Recognition Systems by Inderjeet Singh et al
09-29-2021	Secure Multi-Party Computation based Privacy Preserving Data Analysis in Healthcare IoT Systems by Kevser Şahinbaş et al
09-29-2021	Distribution Knowledge Embedding for Graph Pooling by Kaixuan Chen et al
10-01-2021	Reconstruction for Powerful Graph Representations by Leonardo Cotta et al
09-30-2021	Inducing Transformers Compositional Generalization Ability via Auxiliary Sequence Prediction Tasks by Yichen Jiang et al
10-01-2021	Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning by Zhen Chen et al
09-28-2021	Turning old models fashion again: Recycling classical CNN networks using the Lattice Transformation by Ana Paula G. S. de Almeida et al
09-29-2021	Automatic Estimation of Ulcerative Colitis Severity from Endoscopy Videos using Ordinal Multi-Instance Learning by Evan Schwab et al
10-01-2021	SMATE: Semi-Supervised Spatio-Temporal Representation Learning on Multivariate Time Series by Jingwei Zuo et al
09-28-2021	Identifying and Mitigating Gender Bias in Hyperbolic Word Embeddings by Vaibhav Kumar et al
09-29-2021	A Next Basket Recommendation Reality Check by Ming Li et al
09-28-2021	Identifying Reasoning Flaws in Planning-Based RL Using Tree Explanations by Kin-Ho Lam et al
09-30-2021	Scalable Online Planning via Reinforcement Learning Fine-Tuning by Arnaud Fickinger et al
09-29-2021	Online Aggregation of Probability Forecasts with Confidence by Vladimir V'yugin et al
09-28-2021	Neural Dependency Coding inspired Multimodal Fusion by Shiv Shankar
09-30-2021	Accelerating Fully Connected Neural Network on Optical Network-on-Chip (ONoC) by Fei Dai et al
09-28-2021	Temporal Information and Event Markup Language: TIE-ML Markup Process and Schema Version 1.0 by Damir Cavar et al
09-29-2021	Reinforcement Learning for Classical Planning: Viewing Heuristics as Dense Reward Generators by Clement Gehring et al
10-01-2021	MonoCInIS: Camera Independent Monocular 3D Object Detection using Instance Segmentation by Jonas Heylen et al
09-28-2021	Multi Expression Programming -- an in-depth description by Mihai Oltean
09-28-2021	Visually Grounded Reasoning across Languages and Cultures by Fangyu Liu et al
09-30-2021	CrossCLR: Cross-modal Contrastive Learning For Multi-modal Video Representations by Mohammadreza Zolfaghari et al
09-30-2021	USER: A Unified Information Search and Recommendation Model based on Integrated Behavior Sequence by Jing Yao et al
09-30-2021	DualNet: Continual Learning, Fast and Slow by Quang Pham et al
10-01-2021	Learning Reward Functions from Scale Feedback by Nils Wilde et al
09-28-2021	DEBOSH: Deep Bayesian Shape Optimization by Nikita Durasov et al
09-29-2021	Introducing the DOME Activation Functions by Mohamed E. Hussein et al
09-29-2021	Emergency Vehicles Audio Detection and Localization in AutonomousDriving by Hongyi Sun et al
09-30-2021	Workflow Augmentation of Video Data for Event Recognition with Time-Sensitive Neural Networks by Andreas Wachter et al
09-29-2021	Road Network Guided Fine-Grained Urban Traffic Flow Inference by Lingbo Liu et al
09-29-2021	Automatic discovery and description of human planning strategies by Julian Skirzynski et al
09-28-2021	RAFT: A Real-World Few-Shot Text Classification Benchmark by Neel Alex et al
10-01-2021	Powerpropagation: A sparsity inducing weight reparameterisation by Jonathan Schwarz et al
09-30-2021	Width-Based Planning and Active Learning for Atari by Benjamin Ayton et al
09-30-2021	Unsupervised Few-Shot Action Recognition via Action-Appearance Aligned Meta-Adaptation by Jay Patravali et al
09-28-2021	Chekhovs Gun Recognition by Alexey Tikhonov et al
10-01-2021	Inductive Representation Learning in Temporal Networks via Mining Neighborhood and Community Influences by Meng Liu et al
09-29-2021	Large-scale Crash Localization using Multi-Task Learning by Manish Shetty et al
09-29-2021	Three-Stream 3D/1D CNN for Fine-Grained Action Classification and Segmentation in Table Tennis by Pierre-Etienne Martin et al
09-28-2021	Who Explains the Explanation? Quantitatively Assessing Feature Attribution Methods by Anna Arias-Duart et al
09-29-2021	Collaborative Storytelling with Human Actors and AI Narrators by Boyd Branch et al
09-28-2021	Multi-Semantic Image Recognition Model and Evaluating Index for explaining the deep learning models by Qianmengke Zhao et al
09-29-2021	Mitigation of Adversarial Policy Imitation via Constrained Randomization of Policy (CRoP) by Nancirose Piazza et al
09-29-2021	Dr Jekyll and Mr Hyde: the Strange Case of Off-Policy Policy Updates by Romain Laroche et al
09-28-2021	DeepPSL: End-to-end perception and reasoning with applications to zero shot learning by Nigel Duffy et al
09-28-2021	An epistemic approach to model uncertainty in data-graphs by Sergio Abriola et al
09-28-2021	Unsolved Problems in ML Safety by Dan Hendrycks et al
09-30-2021	Iterative Teacher-Aware Learning by Luyao Yuan et al
10-01-2021	Learner to learner fuzzy profiles similarity using a hybrid interaction analysis grid by Chabane Khentout et al
10-01-2021	Lightweight Transformer in Federated Setting for Human Activity Recognition by Ali Raza et al
09-30-2021	Submodular Optimization Beyond Nonnegativity: Adaptive Seed Selection in Incentivized Social Advertising by Shaojie Tang et al
09-30-2021	Multilingual AMR Parsing with Noisy Knowledge Distillation by Deng Cai et al
09-28-2021	Transfer Learning based Evolutionary Deep Neural Network for Intelligent Fault Diagnosis by Arun K. Sharma et al
09-28-2021	Exploring More When It Needs in Deep Reinforcement Learning by Youtian Guo et al
09-28-2021	Generating Summaries for Scientific Paper Review by Ana Sabina Uban et al
09-28-2021	AutoPhaseNN: Unsupervised Physics-aware Deep Learning of 3D Nanoscale Coherent Imaging by Yudong Yao et al
09-28-2021	Grouptron: Dynamic Multi-Scale Graph Convolutional Networks for Group-Aware Dense Crowd Trajectory Forecasting by Rui Zhou et al
09-30-2021	Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks by Turker Ince et al
09-28-2021	Explainable Machine Larning for liver transplantation by Pedro Cabalar et al
09-29-2021	On the Estimation Bias in Double Q-Learning by Zhizhou Ren et al
09-28-2021	Exploring Teacher-Student Learning Approach for Multi-lingual Speech-to-Intent Classification by Bidisha Sharma et al
09-30-2021	Multi Scale Graph Wavenet for Spatio-temporal Wind Speed Forecasting by Neetesh Rathore et al
09-30-2021	Modeling Interactions of Autonomous Vehicles and Pedestrians with Deep Multi-Agent Reinforcement Learning for Collision Avoidance by Raphael Trumpp et al
09-29-2021	Be Confident! Towards Trustworthy Graph Neural Networks via Confidence Calibration by Xiao Wang et al
09-30-2021	UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis by Fatemehsadat Mireshghallah et al
09-29-2021	Batched Bandits with Crowd Externalities by Romain Laroche et al
09-28-2021	Learning to Superoptimize Real-world Programs by Alex Shypula et al
10-01-2021	Divergence-Regularized Multi-Agent Actor-Critic by Kefan Su et al
10-01-2021	From SLAM to Situational Awareness: Challenges and Survey by Hriday Bavle et al
10-01-2021	New Evolutionary Computation Models and their Applications to Machine Learning by Mihai Oltean
09-29-2021	BulletTrain: Accelerating Robust Neural Network Training via Boundary Example Mining by Weizhe Hua et al
09-29-2021	Sequential Estimation under Multiple Resources: a Bandit Point of View by Alireza Masoumian et al
09-28-2021	An Efficient Network Design for Face Video Super-resolution by Feng Yu et al
09-28-2021	Extracting Attentive Social Temporal Excitation for Sequential Recommendation by Yunzhe Li et al
09-28-2021	Customs Fraud Detection in the Presence of Concept Drift by Tung-Duong Mai et al
10-01-2021	A Survey of Knowledge Enhanced Pre-trained Models by Jian Yang et al
09-28-2021	Intelligent Decision Assistance Versus Automated Decision-Making: Enhancing Knowledge Work Through Explainable Artificial Intelligence by Max Schemmer et al
10-01-2021	Belief propagation for permutations, rankings, and partial orders by George T. Cantwell et al
10-01-2021	Instance Segmentation Challenge Track Technical Report, VIPriors Workshop at ICCV 2021: Task-Specific Copy-Paste Data Augmentation Method for Instance Segmentation by Jahongir Yunusov et al
09-29-2021	Explanation-Aware Experience Replay in Rule-Dense Environments by Francesco Sovrano et al
09-29-2021	From Organisational Structure to Organisational Behaviour Formalisation by Catholijn M. Jonker et al
09-30-2021	Focused Contrastive Training for Test-based Constituency Analysis by Benjamin Roth et al