2021.1.18 AI papers

01-12-2021	Convolutional Neural Nets: Foundations, Computations, and New Applications by Shengli Jiang et al
01-12-2021	Robustness Gym: Unifying the NLP Evaluation Landscape by Karan Goel et al
01-13-2021	Asymmetric self-play for automatic goal discovery in robotic manipulation by OpenAI OpenAI et al
01-12-2021	Model-Based Machine Learning for Communications by Nir Shlezinger et al
01-13-2021	EEC: Learning to Encode and Regenerate Images for Continual Learning by Ali Ayub et al
01-12-2021	SEED: Self-supervised Distillation For Visual Representation by Zhiyuan Fang et al
01-14-2021	Non-intrusive surrogate modeling for parametrized time-dependent PDEs using convolutional autoencoders by Stefanos Nikolopoulos et al
01-14-2021	Neural networks behave as hash encoders: An empirical study by Fengxiang He et al
01-14-2021	Evaluating the Robustness of Collaborative Agents by Paul Knott et al
01-15-2021	Affordance-based Reinforcement Learning for Urban Driving by Tanmay Agarwal et al
01-13-2021	Explainability of vision-based autonomous driving systems: Review and challenges by Éloi Zablocki et al
01-13-2021	Machine-Assisted Script Curation by Manuel R. Ciosici et al
01-13-2021	Understanding the Effect of Out-of-distribution Examples and Interactive Explanations on Human-AI Decision Making by Han Liu et al
01-13-2021	EventPlus: A Temporal Event Understanding Pipeline by Mingyu Derek Ma et al
01-12-2021	TrNews: Heterogeneous User-Interest Transfer Learning for News Recommendation by Guangneng Hu et al
01-12-2021	Discrete Knowledge Graph Embedding based on Discrete Optimization by Yunqi Li et al
01-12-2021	Of Non-Linearity and Commutativity in BERT by Sumu Zhao et al
01-13-2021	Accelerating the screening of amorphous polymer electrolytes by learning to reduce random and systematic errors in molecular dynamics simulations by Tian Xie et al
01-14-2021	Automating Gamification Personalization: To the User and Beyond by Luiz Rodrigues et al
01-13-2021	Neural Sequence-to-grid Module for Learning Symbolic Rules by Segwang Kim et al
01-12-2021	CAnet: Uplink-aided Downlink Channel Acquisition in FDD Massive MIMO using Deep Learning by Jiajia Guo et al
01-13-2021	Contrastive Behavioral Similarity Embeddings for Generalization in Reinforcement Learning by Rishabh Agarwal et al
01-12-2021	Linear Representation Meta-Reinforcement Learning for Instant Adaptation by Matt Peng et al
01-12-2021	Queue-Learning: A Reinforcement Learning Approach for Providing Quality of Service by Majid Raeis et al
01-14-2021	Persuasive Natural Language Generation -- A Literature Review by Sebastian Duerr et al
01-14-2021	Transformer-based Language Model Fine-tuning Methods for COVID-19 Fake News Detection by Ben Chen et al
01-13-2021	Is the User Enjoying the Conversation? A Case Study on the Impact on the Reward Function by Lina M. Rojas-Barahona
01-12-2021	Expanding Explainability: Towards Social Transparency in AI systems by Upol Ehsan et al
01-13-2021	Preferential Mixture-of-Experts: Interpretable Models that Rely on Human Expertise as much as Possible by Melanie F. Pradier et al
01-14-2021	Responsible AI Challenges in End-to-end Machine Learning by Steven Euijong Whang et al
01-12-2021	Context Matters: Self-Attention for Sign Language Recognition by Fares Ben Slimane et al
01-15-2021	Learning Invariant Representation for Continual Learning by Ghada Sokar et al
01-12-2021	UFA-FUSE: A novel deep supervised and hybrid model for multi-focus image fusion by Yongsheng Zang et al
01-13-2021	Video action recognition for lane-change classification and prediction of surrounding vehicles by Mahdi Biparva et al
01-13-2021	Enclosing the Sliding Surfaces of a Controlled Swing by Luc Jaulin et al
01-12-2021	Self-Training Pre-Trained Language Models for Zero- and Few-Shot Multi-Dialectal Arabic Sequence Labeling by Muhammad Khalifa et al
01-12-2021	Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis by Bingchen Liu et al
01-12-2021	Practical Speech Re-use Prevention in Voice-driven Services by Yangyong Zhang et al
01-12-2021	Latent Alignment of Procedural Concepts in Multimodal Recipes by Hossein Rajaby Faghihi et al
01-12-2021	Automated Detection of Patellofemoral Osteoarthritis from Knee Lateral View Radiographs Using Deep Learning: Data from the Multicenter Osteoarthritis Study (MOST) by Neslihan Bayramoglu et al
01-13-2021	Effective Low-Cost Time-Domain Audio Separation Using Globally Attentive Locally Recurrent Networks by Max W. Y. Lam et al
01-13-2021	Formalising Concepts as Grounded Abstractions by Stephen Clark et al
01-14-2021	Label Contrastive Coding based Graph Neural Network for Graph Classification by Yuxiang Ren et al
01-13-2021	Leveraging Structured Biological Knowledge for Counterfactual Inference: a Case Study of Viral Pathogenesis by Jeremy Zucker et al
01-12-2021	Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis by Dimitris Gkoumas et al
01-12-2021	Transferring Experience from Simulation to the Real World for Precise Pick-And-Place Tasks in Highly Cluttered Scenes by Kilian Kleeberger et al
01-12-2021	Predicting Relative Depth between Objects from Semantic Features by Stefan Cassar et al
01-13-2021	CobBO: Coordinate Backoff Bayesian Optimization by Jian Tan et al
01-15-2021	Motion-Based Handwriting Recognition by Junshen Kevin Chen et al
01-15-2021	Local Navigation and Docking of an Autonomous Robot Mower using Reinforcement Learning and Computer Vision by Ali Taghibakhshi et al
01-12-2021	Learning Efficient Representations for Keyword Spotting with Triplet Loss by Roman Vygon et al
01-13-2021	An Empirical Study on Deployment Faults of Deep Learning Based Mobile Applications by Zhenpeng Chen et al
01-14-2021	Auto-weighted Robust Federated Learning with Corrupted Data Sources by Shenghui Li et al
01-14-2021	Optimal Energy Shaping via Neural Approximators by Stefano Massaroli et al
01-14-2021	Interpretable Multi-Head Self-Attention model for Sarcasm Detection in social media by Ramya Akula et al
01-15-2021	Player-AI Interaction: What Neural Network Games Reveal About AI as Play by Jichen Zhu et al
01-15-2021	LIME: Learning Inductive Bias for Primitives of Mathematical Reasoning by Yuhuai Wu et al
01-15-2021	Vision-based Vehicle Speed Estimation for ITS: A Survey by David Fernández Llorca et al
01-15-2021	Black-box Adversarial Attacks in Autonomous Vehicle Technology by K Naveen Kumar et al
01-15-2021	Probabilistic Inference for Learning from Untrusted Sources by Duc Thien Nguyen et al
01-15-2021	Randomized Ensembled Double Q-Learning: Learning Fast Without a Model by Xinyue Chen et al
01-14-2021	Robusta: Robust AutoML for Feature Selection via Reinforcement Learning by Xiaoyang Wang et al
01-14-2021	KDLSQ-BERT: A Quantized Bert Combining Knowledge Distillation with Learned Step Size Quantization by Jing Jin et al
01-13-2021	Top Program Construction and Reduction for polynomial time Meta-Interpretive Learning by Stassa Patsantzis et al
01-12-2021	Scalable Anytime Planning for Multi-Agent MDPs by Shushman Choudhury et al
01-13-2021	Learning Safe Multi-Agent Control with Decentralized Neural Barrier Certificates by Zengyi Qin et al
01-12-2021	Joint aggregation of cardinal and ordinal evaluations with an application to a student paper competition by Dorit S. Hochbaum et al
01-15-2021	Annotation of epidemiological information in animal disease-related news articles: guidelines by Sarah Valentin et al
01-12-2021	Automated Synthesis of Steady-State Continuous Processes using Reinforcement Learning by Quirin Göttl et al
01-14-2021	Mining Knowledge Graphs From Incident Reports by Manish Shetty et al
01-14-2021	Spillover Algorithm: A Decentralized Coordination Approach for Multi-Robot Production Planning in Open Shared Factories by Marin Lujak et al
01-14-2021	Hostility Detection and Covid-19 Fake News Detection in Social Media by Ayush Gupta et al
01-15-2021	Teaming up with information agents by Jurriaan van Diggelen et al
01-13-2021	Temporal Knowledge Graph Forecasting with Neural ODE by Zifeng Ding et al
01-15-2021	EC-SAGINs: Edge Computing-enhanced Space-Air-Ground Integrated Networks for Internet of Vehicles by Shuai Yu et al
01-15-2021	Quality meets Diversity: A Model-Agnostic Framework for Computerized Adaptive Testing by Haoyang Bi et al
01-14-2021	A Subjective Model of Human Decision Making Based on Quantum Decision Theory by Chenda Zhang et al
01-12-2021	A Unified Framework for Online Trip Destination Prediction by Victor Eberstein et al
01-15-2021	Unstructured Knowledge Access in Task-oriented Dialog Modeling using Language Inference, Knowledge Retrieval and Knowledge-Integrative Response Generation by Mudit Chaudhary et al
01-12-2021	Learning Intuitive Physics with Multimodal Generative Models by Sahand Rezaei-Shoshtari et al
01-14-2021	Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks by Yige Li et al
01-12-2021	Dimensions of Commonsense Knowledge by Filip Ilievski et al
01-13-2021	Neuro-Reachability of Networked Microgrids by Yifan Zhou et al
01-12-2021	An Evolutionary Game Model for Understanding Fraud in Consumption Taxes by M. Chica et al
01-15-2021	On the Verification and Validation of AI Navigation Algorithms by Ivan Porres et al
01-15-2021	Hierarchical Width-Based Planning and Learning by Miquel Junyent et al
01-12-2021	Bootstrapping Motor Skill Learning with Motion Planning by Ben Abbatematteo et al
01-14-2021	Descriptive AI Ethics: Collecting and Understanding the Public Opinion by Gabriel Lima et al
01-13-2021	How AI Developers Overcome Communication Challenges in a Multidisciplinary Team: A Case Study by David Piorkowski et al