2022.1.17 AI papers

01-11-2022	An Introduction to Autoencoders by Umberto Michelucci
01-11-2022	In Defense of the Unitary Scalarization for Deep Multi-Task Learning by Vitaly Kurin et al
01-11-2022	pymdp: A Python library for active inference in discrete state spaces by Conor Heins et al
01-12-2022	Human Evaluation of Conversations is an Open Problem: comparing the sensitivity of various methods for evaluating dialogue agents by Eric Michael Smith et al
01-12-2022	Get your Foes Fooled: Proximal Gradient Split Learning for Defense against Model Inversion Attacks on IoMT data by Sunder Ali Khowaja et al
01-13-2022	Towards Automated Error Analysis: Learning to Characterize Errors by Tong Gao et al
01-13-2022	CLIP-Event: Connecting Text and Images with Event Structures by Manling Li et al
01-13-2022	Recognizing semantic relation in sentence pairs using Tree-RNNs and Typed dependencies by Jeena Kleenankandy et al
01-13-2022	Self-semantic contour adaptation for cross modality brain tumor segmentation by Xiaofeng Liu et al
01-13-2022	Compressing Word Embeddings Using Syllables by Laurent Mertens et al
01-13-2022	Weakly Supervised Scene Text Detection using Deep Reinforcement Learning by Emanuel Metzenthin et al
01-11-2022	DDG-DA: Data Distribution Generation for Predictable Concept Drift Adaptation by Wendi Li et al
01-13-2022	LP-BERT: Multi-task Pre-training Knowledge Graph BERT for Link Prediction by Da Li et al
01-12-2022	Real-Time Style Modelling of Human Locomotion via Feature-Wise Transformations and Local Motion Phases by Ian Mason et al
01-14-2022	CommonsenseQA 2.0: Exposing the Limits of AI through Gamification by Alon Talmor et al
01-13-2022	A Quadratic 0-1 Programming Approach for Word Sense Disambiguation by Boliang Lin
01-11-2022	Feature Space Hijacking Attacks against Differentially Private Split Learning by Grzegorz Gawron et al
01-11-2022	CI-AVSR: A Cantonese Audio-Visual Speech Dataset for In-car Command Recognition by Wenliang Dai et al
01-13-2022	Knowledge Graph Augmented Network Towards Multiview Representation Learning for Aspect-based Sentiment Analysis by Qihuang Zhong et al
01-12-2022	Revelation of Task Difficulty in AI-aided Education by Yitzhak Spielberg et al
01-14-2022	DeepSpeed-MoE: Advancing Mixture-of-Experts Inference and Training to Power Next-Generation AI Scale by Samyam Rajbhandari et al
01-11-2022	A Feature Extraction based Model for Hate Speech Identification by Salar Mohtaj et al
01-12-2022	The Concept of Criticality in AI Safety by Yitzhak Spielberg et al
01-14-2022	Synthesising Electronic Health Records: Cystic Fibrosis Patient Group by Emily Muller et al
01-14-2022	Polarity and Subjectivity Detection with Multitask Learning and BERT Embedding by Ranjan Satapathy et al
01-11-2022	The Turing Trap: The Promise & Peril of Human-Like Artificial Intelligence by Erik Brynjolfsson
01-11-2022	Dynamic Price of Parking Service based on Deep Learning by Alejandro Luque-Cerpa et al
01-12-2022	Agent-Temporal Attention for Reward Redistribution in Episodic Multi-Agent Reinforcement Learning by Baicen Xiao et al
01-11-2022	Neural Capacitance: A New Perspective of Neural Network Selection via Edge Dynamics by Chunheng Jiang et al
01-13-2022	Solving Dynamic Graph Problems with Multi-Attention Deep Reinforcement Learning by Udesh Gunarathna et al
01-13-2022	Applying a Generic Sequence-to-Sequence Model for Simple and Effective Keyphrase Generation by Md Faisal Mahbub Chowdhury et al
01-12-2022	SLISEMAP: Explainable Dimensionality Reduction by Anton Björklund et al
01-13-2022	Automatic Sparse Connectivity Learning for Neural Networks by Zhimin Tang et al
01-13-2022	S22FPR: Crowd Counting via Self-Supervised Coarse to Fine Feature Pyramid Ranking by Jiaqi Gao et al
01-11-2022	A Survey on Applications of Digital Human Avatars toward Virtual Co-presence by Matthew Korban et al
01-11-2022	Stock Movement Prediction Based on Bi-typed and Hybrid-relational Market Knowledge Graph via Dual Attention Networks by Yu Zhao et al
01-12-2022	Generative time series models using Neural ODE in Variational Autoencoders by M. L. Garsdal et al
01-11-2022	Feature Extraction Framework based on Contrastive Learning with Adaptive Positive and Negative Samples by Hongjie Zhang
01-11-2022	Emotion Estimation from EEG -- A Dual Deep Learning Approach Combined with Saliency by Victor Delvigne et al
01-13-2022	Automated Reinforcement Learning: An Overview by Reza Refaei Afshar et al
01-12-2022	Multi-echelon Supply Chains with Uncertain Seasonal Demands and Lead Times Using Deep Reinforcement Learning by Julio César Alves et al
01-13-2022	Criticality-Based Varying Step-Number Algorithm for Reinforcement Learning by Yitzhak Spielberg et al
01-13-2022	Multi-Narrative Semantic Overlap Task: Evaluation and Benchmark by Naman Bansal et al
01-14-2022	Progressively Optimized Bi-Granular Document Representation for Scalable Embedding Based Retrieval by Shitao Xiao et al
01-12-2022	Dyna-T: Dyna-Q and Upper Confidence Bounds Applied to Trees by Tarek Faycal et al
01-14-2022	Reinforcement Learning to Solve NP-hard Problems: an Application to the CVRP by Leo Ardon
01-13-2022	Fantastic Data and How to Query Them by Trung-Kien Tran et al
01-12-2022	Nanowars can cause epidemic resurgence and fail to promote cooperation by Dirk Helbing et al
01-12-2022	Multi-task Joint Strategies of Self-supervised Representation Learning on Biomedical Networks for Drug Discovery by Xiaoqi Wang et al
01-12-2022	Blackbox Post-Processing for Multiclass Fairness by Preston Putzel et al
01-12-2022	Toddler-Guidance Learning: Impacts of Critical Period on Multimodal AI Agents by Junseok Park et al
01-11-2022	Learning Robust Policies for Generalized Debris Capture with an Automated Tether-Net System by Chen Zeng et al
01-14-2022	Emergence of Machine Language: Towards Symbolic Intelligence with Neural Networks by Yuqi Wang et al
01-11-2022	Pyramid Fusion Transformer for Semantic Segmentation by Zipeng Qin et al
01-11-2022	Safe Equilibrium by Sam Ganzfried
01-11-2022	Where Is My Mind (looking at)? Predicting Visual Attention from Brain Activity by Victor Delvigne et al
01-11-2022	Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 2019 by Zhengying Liu et al
01-14-2022	Artificial Intelligence in Software Testing : Impact, Problems, Challenges and Prospect by Zubair Khaliq et al
01-11-2022	Efficient Non-Local Contrastive Attention for Image Super-Resolution by Bin Xia et al
01-13-2022	The Effectiveness of Time Stretching for Enhancing Dysarthric Speech for Improved Dysarthric Speech Recognition by Luke Prananta et al
01-12-2022	Privacy Amplification by Subsampling in Time Domain by Tatsuki Koga et al
01-14-2022	Reinforcement Learning in Time-Varying Systems: an Empirical Study by Pouya Hamadanian et al
01-14-2022	Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings by Ningyu Zhang et al
01-12-2022	RGRecSys: A Toolkit for Robustness Evaluation of Recommender Systems by Zohreh Ovaisi et al
01-11-2022	Benchmarking Deep Reinforcement Learning Algorithms for Vision-based Robotics by Swagat Kumar et al
01-11-2022	Bootstrapping Informative Graph Augmentation via A Meta Learning Approach by Hang Gao et al
01-11-2022	On the Design of Graph Embeddings for the Sensorless Estimation of Road Traffic Profiles by Eric L. Manibardo et al
01-12-2022	Proceedings of the 4th Workshop on Online Recommender Systems and User Modeling -- ORSUM 2021 by João Vinagre et al
01-13-2022	Structured access to AI capabilities: an emerging paradigm for safe AI deployment by Toby Shevlane
01-14-2022	Smart Magnetic Microrobots Learn to Swim with Deep Reinforcement Learning by Michael R. Behrens et al
01-11-2022	Subgoal-Based Explanations for Unreliable Intelligent Decision Support Systems by Devleena Das et al
01-14-2022	Bayesian sense of time in biological and artificial brains by Zafeirios Fountas et al
01-13-2022	Towards a Reference Software Architecture for Human-AI Teaming in Smart Manufacturing by Philipp Haindl et al
01-13-2022	The Fairness Field Guide: Perspectives from Social and Formal Sciences by Alycia N. Carey et al
01-12-2022	Video Intelligence as a component of a Global Security system by Dominique Verdejo et al
01-12-2022	MeTeoR: Practical Reasoning in Datalog with Metric Temporal Operators by Dingmin Wang et al
01-14-2022	Spectro-Temporal Deep Features for Disordered Speech Assessment and Recognition by Mengzhe Geng et al
01-13-2022	Transforming UNL graphs in OWL representations by David Rouquet et al
01-12-2022	GateFormer: Speeding Up News Feed Recommendation with Input Gated Transformers by Peitian Zhang et al
01-12-2022	DPCL: a Language Template for Normative Specifications by Giovanni Sileno et al
01-14-2022	Reinforcement Learning based Air Combat Maneuver Generation by Muhammed Murat Ozbek et al
01-14-2022	Investigation of Data Augmentation Techniques for Disordered Speech Recognition by Mengzhe Geng et al
01-14-2022	BandMaxSAT: A Local Search MaxSAT Solver with Multi-armed Bandit by Jiongzhi Zheng et al
01-11-2022	Acquisition and Representation of User Preferences Guided by an Ontology by Rahma Dandan et al
01-11-2022	Ancestral instrument method for causal inference without a causal graph by Debo Cheng et al