2022.4.25 AI papers

04-20-2022	K-LITE: Learning Transferable Visual Models with External Knowledge by Sheng Shen et al
04-20-2022	PP-Matting: High-Accuracy Natural Image Matting by Guowei Chen et al
04-21-2022	Standing on the Shoulders of Giant Frozen Language Models by Yoav Levine et al
04-20-2022	Reinforcement Learning with Intrinsic Affinity for Personalized Asset Management by Charl Maree et al
04-19-2022	Missingness Bias in Model Debugging by Saachi Jain et al
04-21-2022	Infographics Wizard: Flexible Infographics Authoring and Design Exploration by Anjul Tyagi et al
04-20-2022	Sound-Guided Semantic Video Generation by Seung Hyun Lee et al
04-20-2022	When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes by Mycal Tucker et al
04-22-2022	Multimodal Adaptive Distillation for Leveraging Unimodal Encoders for Vision-Language Tasks by Zhecan Wang et al
04-19-2022	ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs by Liang Chen et al
04-20-2022	A Model-Agnostic Data Manipulation Method for Persona-based Dialogue Generation by Yu Cao et al
04-21-2022	Sonic Interactions in Virtual Environments: the Egocentric Audio Perspective of the Digital Twin by Michele Geronazzo et al
04-20-2022	Generalizing to the Future: Mitigating Entity Bias in Fake News Detection by Yongchun Zhu et al
04-19-2022	Multimodal Hate Speech Detection from Bengali Memes and Texts by Md. Rezaul Karim et al
04-19-2022	A Survey on Multi-hop Question Answering and Generation by Vaibhav Mavi et al
04-19-2022	What Makes Instruction Learning Hard? An Investigation and a New Challenge in a Synthetic Environment by Matthew Finlayson et al
04-19-2022	DialoKG: Knowledge-Structure Aware Task-Oriented Dialogue Generation by Md Rashad Al Hasan Rony et al
04-21-2022	Using consumer feedback from location-based services in PoI recommender systems for people with autism by Noemi Mauro et al
04-19-2022	From Spoken Thoughts to Automated Driving Commentary: Predicting and Explaining Intelligent Vehicles Actions by Daniel Omeiza et al
04-22-2022	MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering by Viktoriia Chekalina et al
04-20-2022	The Risks of Machine Learning Systems by Samson Tan et al
04-19-2022	SmartSales: Sales Script Extraction and Analysis from Sales Chatlog by Hua Liang et al
04-19-2022	Table-based Fact Verification with Self-adaptive Mixture of Experts by Yuxuan Zhou et al
04-20-2022	DaLC: Domain Adaptation Learning Curve Prediction for Neural Machine Translation by Cheonbok Park et al
04-22-2022	A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning by Md Mofijul Islam et al
04-19-2022	COptiDICE: Offline Constrained Reinforcement Learning via Stationary Distribution Correction Estimation by Jongmin Lee et al
04-21-2022	Hypergraph Transformer: Weakly-supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering by Yu-Jung Heo et al
04-19-2022	Where Was COVID-19 First Discovered? Designing a Question-Answering System for Pandemic Situations by Johannes Graf et al
04-19-2022	IndicXNLI: Evaluating Multilingual Inference for Indian Languages by Divyanshu Aggarwal et al
04-21-2022	MedFACT: Modeling Medical Feature Correlations in Patient Health Representation Learning via Feature Clustering by Xinyu Ma et al
04-21-2022	Working memory inspired hierarchical video decomposition with transformative representations by Binjie Qin et al
04-20-2022	A Revealing Large-Scale Evaluation of Unsupervised Anomaly Detection Algorithms by Maxime Alvarez et al
04-20-2022	LingYi: Medical Conversational Question Answering System based on Multi-modal Knowledge Graphs by Fei Xia et al
04-20-2022	GUARD: Graph Universal Adversarial Defense by Jintang Li et al
04-22-2022	Rethinking Offensive Text Detection as a Multi-Hop Reasoning Problem by Qiang Zhang et al
04-22-2022	Memory Bounds for Continual Learning by Xi Chen et al
04-22-2022	Alleviating Representational Shift for Continual Fine-tuning by Shibo Jie et al
04-21-2022	Perception Visualization: Seeing Through the Eyes of a DNN by Loris Giulivi et al
04-19-2022	Factors that influence the adoption of human-AI collaboration in clinical decision-making by Patrick Hemmer et al
04-20-2022	Demonstration of Superconducting Optoelectronic Single-Photon Synapses by Saeed Khan et al
04-22-2022	SalesBot: Transitioning from Chit-Chat to Task-Oriented Dialogues by Ssu Chiu et al
04-22-2022	Spacing Loss for Discovering Novel Categories by K J Joseph et al
04-19-2022	On the Influence of Explainable AI on Automation Bias by Max Schemmer et al
04-22-2022	Modelling graph dynamics in fraud detection with Attention by Susie Xi Rao et al
04-21-2022	Feature anomaly detection system (FADS) for intelligent manufacturing by Anthony Garland et al
04-21-2022	Adversarial Contrastive Learning by Permuting Cluster Assignments by Muntasir Wahed et al
04-21-2022	AI-Based Automated Speech Therapy Tools for persons with Speech Sound Disorders: A Systematic Literature Review by Chinmoy Deka et al
04-21-2022	Learning Sequential Latent Variable Models from Multimodal Time Series Data by Oliver Limoyo et al
04-20-2022	SAAC: Safe Reinforcement Learning as an Adversarial Game of Actor-Critics by Yannis Flet-Berliac et al
04-19-2022	GAM(e) changer or not? An evaluation of interpretable machine learning models based on additive model constraints by Patrick Zschech et al
04-21-2022	Persistent-Transient Duality in Human Behavior Modeling by Hung Tran et al
04-21-2022	Path-Specific Objectives for Safer Agent Incentives by Sebastian Farquhar et al
04-19-2022	Robustness Testing of Data and Knowledge Driven Anomaly Detection in Cyber-Physical Systems by Xugui Zhou et al
04-21-2022	Learning spatiotemporal features from incomplete data for traffic flow prediction using hybrid deep neural networks by Mehdi Mehdipour Ghazi et al
04-21-2022	SelfD: Self-Learning Large-Scale Driving Policies From the Web by Jimuyang Zhang et al
04-19-2022	Spatially-Preserving Flattening for Location-Aware Classification of Findings in Chest X-Rays by Neha Srivathsa et al
04-20-2022	SimMC: Simple Masked Contrastive Learning of Skeleton Representations for Unsupervised Person Re-Identification by Haocong Rao et al
04-19-2022	When Is Partially Observable Reinforcement Learning Not Scary? by Qinghua Liu et al
04-21-2022	Towards Involving End-users in Interactive Human-in-the-loop AI Fairness by Yuri Nakao et al
04-21-2022	Resilient robot teams: a review integrating decentralised control, change-detection, and learning by David M. Bossens et al
04-22-2022	FAIR4Cov: Fused Audio Instance and Representation for COVID-19 Detection by Tuan Truong et al
04-19-2022	Computational Adaptation of XR Interfaces Through Interaction Simulation by Kashyap Todi et al
04-21-2022	SinTra: Learning an inspiration model from a single multi-track music segment by Qingwei Song et al
04-21-2022	SoftEdge: Regularizing Graph Classification with Random Soft Edges by Hongyu Guo et al
04-20-2022	Deep Reinforcement Learning for a Two-Echelon Supply Chain with Seasonal Demand by Francesco Stranieri et al
04-19-2022	LitMC-BERT: transformer-based multi-label classification of biomedical literature with an application on COVID-19 literature curation by Qingyu Chen et al
04-20-2022	Mingling Foresight with Imagination: Model-Based Cooperative Multi-Agent Reinforcement Learning by Zhiwei Xu et al
04-22-2022	Learning Functional Distributional Semantics with Visual Data by Yinhong Liu et al
04-19-2022	Model Checking Strategic Abilities in Information-sharing Systems by Francesco Belardinelli et al
04-20-2022	Epistemic Uncertainty-Weighted Loss for Visual Bias Mitigation by Rebecca S Stone et al
04-21-2022	Towards an Enhanced Understanding of Bias in Pre-trained Neural Language Models: A Survey with Special Emphasis on Affective Bias by Anoop K. et al
04-22-2022	Paramixer: Parameterizing Mixing Links in Sparse Factors Works Better than Dot-Product Self-Attention by Tong Yu et al
04-20-2022	6GAN: IPv6 Multi-Pattern Target Generation via Generative Adversarial Nets with Reinforcement Learning by Tianyu Cui et al
04-21-2022	Handling Imbalanced Classification Problems With Support Vector Machines via Evolutionary Bilevel Optimization by Alejandro Rosales-Pérez et al
04-21-2022	R2-Trans:Fine-Grained Visual Categorization with Redundancy Reduction by Yu Wang et al
04-21-2022	SE-GAN: Skeleton Enhanced GAN-based Model for Brush Handwriting Font Generation by Shaozu Yuan et al
04-19-2022	A Convolutional-Attentional Neural Framework for Structure-Aware Performance-Score Synchronization by Ruchit Agrawal et al
04-21-2022	DropMessage: Unifying Random Dropping for Graph Neural Networks by Taoran Fang et al
04-22-2022	Exploiting Session Information in BERT-based Session-aware Sequential Recommendation by Jinseok Seol et al
04-20-2022	Quantity vs Quality: Investigating the Trade-Off between Sample Size and Label Reliability by Timo Bertram et al
04-20-2022	Relevance-guided Unsupervised Discovery of Abilities with Quality-Diversity Algorithms by Luca Grillotti et al
04-20-2022	SELMA: SEmantic Large-scale Multimodal Acquisitions in Variable Weather, Daytime and Viewpoints by Paolo Testolina et al
04-21-2022	Revisiting Gaussian mixture critics in off-policy reinforcement learning: a sample-based approach by Bobak Shahriari et al
04-21-2022	PreTraM: Self-Supervised Pre-training via Connecting Trajectory and Map by Chenfeng Xu et al
04-21-2022	Multi-scale Knowledge Distillation for Unsupervised Person Re-Identification by Long Lan et al
04-19-2022	Invertible Mask Network for Face Privacy-Preserving by Yang Yang et al
04-22-2022	The Boltzmann Policy Distribution: Accounting for Systematic Suboptimality in Human Models by Cassidy Laidlaw et al
04-22-2022	Public(s)-in-the-Loop: Facilitating Deliberation of Algorithmic Decisions in Contentious Public Policy Domains by Hong Shen et al
04-20-2022	Causality-based Neural Network Repair by Bing Sun et al
04-21-2022	Revisiting initial sets in abstract argumentation by Matthias Thimm
04-19-2022	Disappeared Command: Spoofing Attack On Automatic Speech Recognition Systems with Sound Masking by Jinghui Xu et al
04-21-2022	Planning for Temporally Extended Goals in Pure-Past Linear Temporal Logic: A Polynomial Reduction to Standard Planning by Giuseppe De Giacomo et al
04-22-2022	Non-Uniformly Terminating Chase: Size and Complexity by Marco Calautti et al
04-21-2022	A Framework for Interactive Knowledge-Aided Machine Teaching by Karan Taneja et al
04-19-2022	A Survey and Perspective on Artificial Intelligence for Security-Aware Electronic Design Automation by David Selasi Koblah et al
04-20-2022	A Hierarchical Bayesian Approach to Inverse Reinforcement Learning with Symbolic Reward Machines by Weichao Zhou et al
04-21-2022	PG3: Policy-Guided Planning for Generalized Policy Generation by Ryan Yang et al
04-20-2022	Assembly Planning from Observations under Physical Constraints by Thomas Chabal et al
04-19-2022	Behind the Machines Gaze: Biologically Constrained Neural Networks Exhibit Human-like Visual Attention by Leo Schwinn et al
04-19-2022	Generating 3D Molecules for Target Protein Binding by Meng Liu et al
04-20-2022	Condition Monitoring of Transformer Bushings Using Computational Intelligence by Joshua Tshifhiwa Maumela
04-19-2022	Many Episode Learning in a Modular Embodied Agent via End-to-End Interaction by Yuxuan Sun et al
04-19-2022	Interventional Behavior Prediction: Avoiding Overly Confident Anticipation in Interactive Prediction by Chen Tang et al
04-21-2022	Features of Explainability: How users understand counterfactual and causal explanations for categorical and continuous features in XAI by Greta Warren et al
04-20-2022	User-Centric Conversational Recommendation with Multi-Aspect User Modeling by Shuokai Li et al
04-20-2022	NFormer: Robust Person Re-identification with Neighbor Transformer by Haochen Wang et al
04-20-2022	Sample-Based Bounds for Coherent Risk Measures: Applications to Policy Synthesis and Verification by Prithvi Akella et al
04-20-2022	SiamHAN: IPv6 Address Correlation Attacks on TLS Encrypted Traffic via Siamese Heterogeneous Graph Attention Network by Tianyu Cui et al
04-20-2022	Improving Self-Supervised Speech Representations by Disentangling Speakers by Kaizhi Qian et al
04-20-2022	Profiling and Evolution of Intellectual Property by Bowen Yu et al
04-19-2022	RNNCTPs: A Neural Symbolic Reasoning Method Using Dynamic Knowledge Partitioning Technology by Yu-hao Wu et al
04-19-2022	Sampling Strategies for Static Powergrid Models by Stephan Balduin et al
04-20-2022	ARLIF-IDS -- Attention augmented Real-Time Isolation Forest Intrusion Detection System by Aman Priyanshu et al
04-20-2022	6GCVAE: Gated Convolutional Variational Autoencoder for IPv6 Target Generation by Tianyu Cui et al
04-21-2022	Evolution of Transparent Explainable Rule-sets by Hormoz Shahrzad et al
04-21-2022	Learning to Fold Real Garments with One Arm: A Case Study in Cloud-Based Robotics Research by Ryan Hoque et al
04-21-2022	Facilitating automated conversion of scientific knowledge into scientific simulation models with the Machine Assisted Generation, Calibration, and Comparison (MAGCC) Framework by Chase Cockrell et al
04-19-2022	Exploration of Machine Learning Classification Models Used for Behavioral Biometrics Authentication by Sara Kokal et al
04-19-2022	AutoField: Automating Feature Selection in Deep Recommender Systems by Yejing Wang et al
04-22-2022	Transferring ConvNet Features from Passive to Active Robot Self-Localization: The Use of Ego-Centric and World-Centric Views by Kanya Kurauchi et al
04-22-2022	Tweets2Stance: Users stance detection exploiting Zero-Shot Learning Algorithms on Tweets by Margherita Gambini et al
04-22-2022	Revealing interactions between HVDC cross-area flows and frequency stability with explainable AI by Sebastian Pütz et al
04-20-2022	Massive Twinning to Enhance Emergent Intelligence by Siyu Yuan et al
04-20-2022	Multiply-and-Fire (MNF): An Event-driven Sparse Neural Network Accelerator by Miao Yu et al
04-20-2022	Generative De Novo Protein Design with Global Context by Cheng Tan et al
04-22-2022	OPerA: Object-Centric Performance Analysis by Gyunam Park et al
04-22-2022	Risk Awareness in HTN Planning by Ebaa Alnazer et al
04-22-2022	Embracing AWKWARD! Real-time Adjustment of Reactive Planning Using Social Norms by Leila Methnani et al
04-20-2022	Disentangling Spatial-Temporal Functional Brain Networks via Twin-Transformers by Xiaowei Yu et al
04-21-2022	Creative Problem Solving in Artificially Intelligent Agents: A Survey and Framework by Evana Gizzi et al