2022.2.28 AI papers

02-24-2022	All You Need Is Supervised Learning: From Imitation Learning to Meta-RL With Upside Down RL by Kai Arulkumaran et al
02-23-2022	Near Perfect GAN Inversion by Qianli Feng et al
02-23-2022	From Unstructured Text to Causal Knowledge Graphs: A Transformer-Based Approach by Scott Friedman et al
02-23-2022	CAISE: Conversational Agent for Image Search and Editing by Hyounghun Kim et al
02-22-2022	A New Generation of Perspective API: Efficient Multilingual Character-level Transformers by Alyssa Lees et al
02-22-2022	ViKiNG: Vision-Based Kilometer-Scale Navigation with Geographic Hints by Dhruv Shah et al
02-24-2022	Capturing Failures of Large Language Models via Human Cognitive Biases by Erik Jones et al
02-24-2022	Phase Continuity: Learning Derivatives of Phase Spectrum for Speech Enhancement by Doyeon Kim et al
02-24-2022	XAutoML: A Visual Analytics Tool for Establishing Trust in Automated Machine Learning by Marc-André Zöller et al
02-24-2022	Toward More Meaningful Resources for Lower-resourced Languages by Constantine Lignos et al
02-22-2022	Virtual, Augmented, and Mixed Reality for Human-Robot Interaction: A Survey and Virtual Design Element Taxonomy by Michael Walker et al
02-24-2022	Phrase-Based Affordance Detection via Cyclic Bilateral Interaction by Liangsheng Lu et al
02-24-2022	Matching Papers and Reviewers at Large Conferences by Kevin Leyton-Brown et al
02-24-2022	KESA: A Knowledge Enhanced Approach For Sentiment Analysis by Qinghua Zhao et al
02-23-2022	COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics by Lianhui Qin et al
02-23-2022	Commonsense Reasoning for Identifying and Understanding the Implicit Need of Help and Synthesizing Assistive Actions by Maëlic Neau et al
02-24-2022	Is Neuro-Symbolic AI Meeting its Promise in Natural Language Processing? A Structured Review by Kyle Hamilton et al
02-24-2022	From Natural Language to Simulations: Applying GPT-3 Codex to Automate Simulation Modeling of Logistics Systems by Ilya Jackson et al
02-24-2022	Retriever: Learning Content-Style Representation as a Token-Level Bipartite Graph by Dacheng Yin et al
02-25-2022	Learning to Schedule Heuristics for the Simultaneous Stochastic Optimization of Mining Complexes by Yassine Yaakoubi et al
02-23-2022	Consistent Dropout for Policy Gradient Reinforcement Learning by Matthew Hausknecht et al
02-24-2022	Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction by Yubo Ma et al
02-22-2022	Deep Reinforcement Learning: Opportunities and Challenges by Yuxi Li
02-23-2022	Enabling arbitrary translation objectives with Adaptive Tree Search by Wang Ling et al
02-25-2022	Rethinking the Role of Demonstrations: What Makes In-Context Learning Work? by Sewon Min et al
02-23-2022	Drawing Inductor Layout with a Reinforcement Learning Agent: Method and Application for VCO Inductors by Cameron Haigh et al
02-23-2022	When do GANs replicate? On the choice of dataset size by Qianli Feng et al
02-24-2022	Collaborative Training of Heterogeneous Reinforcement Learning Agents in Environments with Sparse Rewards: What and When to Share? by Alain Andres et al
02-22-2022	MLProxy: SLA-Aware Reverse Proxy for Machine Learning Inference Serving on Serverless Computing Platforms by Nima Mahmoudi et al
02-23-2022	Improving Robustness of Convolutional Neural Networks Using Element-Wise Activation Scaling by Zhi-Yuan Zhang et al
02-23-2022	Sky Computing: Accelerating Geo-distributed Computing in Federated Learning by Jie Zhu et al
02-24-2022	A fair pricing model via adversarial learning by Grari Vincent et al
02-24-2022	Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge by Sharib Ali et al
02-24-2022	Threading the Needle of On and Off-Manifold Value Functions for Shapley Explanations by Chih-Kuan Yeh et al
02-23-2022	Exploiting Correlation to Achieve Faster Learning Rates in Low-Rank Preference Bandits by Suprovat Ghoshal et al
02-24-2022	When Transformer Meets Robotic Grasping: Exploits Context for Efficient Grasp Detection by Shaochen Wang et al
02-23-2022	Prompt-Learning for Short Text Classification by Yi Zhu et al
02-23-2022	M2I: From Factored Marginal Trajectory Prediction to Interactive Prediction by Qiao Sun et al
02-23-2022	ReverseORC: Reverse Engineering of Resizable User Interface Layouts with OR-Constraints by Yue Jiang et al
02-25-2022	DataLab: A Platform for Data Analysis and Intervention by Yang Xiao et al
02-24-2022	Rare Gems: Finding Lottery Tickets at Initialization by Kartik Sreenivasan et al
02-22-2022	Learning from the Pros: Extracting Professional Goalkeeper Technique from Broadcast Footage by Matthew Wear et al
02-23-2022	Finding Safe Zones of policies Markov Decision Processes by Lee Cohen et al
02-25-2022	NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs by Wen Zhang et al
02-24-2022	Towards Effective and Robust Neural Trojan Defenses via Input Filtering by Kien Do et al
02-23-2022	Art Creation with Multi-Conditional StyleGANs by Konstantin Dobler et al
02-22-2022	The Winning Solution to the iFLYTEK Challenge 2021 Cultivated Land Extraction from High-Resolution Remote Sensing Image by Zhen Zhao et al
02-25-2022	Deep Learning, Natural Language Processing, and Explainable Artificial Intelligence in the Biomedical Domain by Milad Moradi et al
02-23-2022	Loss as the Inconsistency of a Probabilistic Dependency Graph: Choose Your Model, Not Your Loss Function by Oliver E Richardson
02-25-2022	Building a 3-Player Mahjong AI using Deep Reinforcement Learning by Xiangyu Zhao et al
02-24-2022	Self-organising Urban Traffic control on micro-level using Reinforcement Learning and Agent-based Modelling by Stefan Bosse
02-24-2022	Bidding Agent Design in the LinkedIn Ad Marketplace by Yuan Gao et al
02-25-2022	Learning to Identify Perceptual Bugs in 3D Video Games by Benedict Wilkins et al
02-25-2022	Meta-Learning for Simple Regret Minimization by Mohammadjavad Azizi et al
02-24-2022	Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable Convergence by Zi-Hao Qiu et al
02-22-2022	Blockchain Framework for Artificial Intelligence Computation by Jie You
02-23-2022	Learning Relative Return Policies With Upside-Down Reinforcement Learning by Dylan R. Ashley et al
02-25-2022	Data refinement for fully unsupervised visual inspection using pre-trained networks by Antoine Cordier et al
02-24-2022	Measuring CLEVRness: Blackbox testing of Visual Reasoning Models by Spyridon Mouselinos et al
02-23-2022	Deep Learning Reproducibility and Explainable AI (XAI) by A. -M. Leventi-Peetz et al
02-25-2022	Bridging the Gap Between Patient-specific and Patient-independent Seizure Prediction via Knowledge Distillation by Di Wu et al
02-23-2022	Fairness-Aware Naive Bayes Classifier for Data with Multiple Sensitive Features by Stelios Boulitsakis-Logothetis
02-25-2022	Equilibrium Aggregation: Encoding Sets via Optimization by Sergey Bartunov et al
02-25-2022	6D Rotation Representation For Unconstrained Head Pose Estimation by Thorsten Hempel et al
02-23-2022	Amodal Panoptic Segmentation by Rohit Mohan et al
02-25-2022	Language technology practitioners as language managers: arbitrating data bias and predictive bias in ASR by Nina Markl et al
02-23-2022	Fine-Grained Prediction of Political Leaning on Social Media with Unsupervised Deep Learning by Tiziano Fagni et al
02-24-2022	Counterfactual Explanations for Predictive Business Process Monitoring by Tsung-Hao Huang et al
02-24-2022	Situational Graphs for Robot Navigation in Structured Indoor Environments by Hriday Bavle et al
02-24-2022	A residual-based message passing algorithm for constraint satisfaction problems by Chun-Yan Zhao et al
02-24-2022	Parameterized Intractability for Multi-Winner Election under the Chamberlin-Courant Rule and the Monroe Rule by Jiehua Chen et al
02-22-2022	Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning by Hao He et al
02-25-2022	Improving generalization with synthetic training data for deep learning based quality inspection by Antoine Cordier et al
02-24-2022	Program Synthesis for the OEIS by Thibault Gauthier
02-23-2022	UnifiedQA-v2: Stronger Generalization via Broader Cross-Format Training by Daniel Khashabi et al
02-24-2022	Physics Informed RNN-DCT Networks for Time-Dependent Partial Differential Equations by Benjamin Wu et al
02-25-2022	Improved Dual Correlation Reduction Network by Yue Liu et al
02-24-2022	Cognitive Semantic Communication Systems Driven by Knowledge Graph by Fuhui Zhou et al
02-22-2022	Learning to Combine Instructions in LLVM Compiler by Sandya Mannarswamy et al
02-24-2022	Physics solutions for machine learning privacy leaks by Alejandro Pozas-Kerstjens et al
02-25-2022	Human Detection of Political Deepfakes across Transcripts, Audio, and Video by Matthew Groh et al
02-24-2022	Temporal Efficient Training of Spiking Neural Network via Gradient Re-weighting by Shikuang Deng et al
02-23-2022	Deepfake Detection for Facial Images with Facemasks by Donggeun Ko et al
02-22-2022	Enabling Reproducibility and Meta-learning Through a Lifelong Database of Experiments (LDE) by Jason Tsay et al
02-24-2022	MetaVA: Curriculum Meta-learning and Pre-fine-tuning of Deep Neural Networks for Detecting Ventricular Arrhythmias based on ECGs by Wenrui Zhang et al
02-24-2022	Investigating the Use of One-Class Support Vector Machine for Software Defect Prediction by Rebecca Moussa et al
02-22-2022	Benchmarking Generative Latent Variable Models for Speech by Jakob D. Havtorn et al
02-25-2022	A Robust Multi-Objective Bayesian Optimization Framework Considering Input Uncertainty by J. Qing et al
02-24-2022	Learning Stochastic Dynamics with Statistics-Informed Neural Network by Yuanran Zhu et al
02-22-2022	Model2Detector:Widening the Information Bottleneck for Out-of-Distribution Detection using a Handful of Gradient Steps by Sumedh A Sontakke et al
02-24-2022	IBIA: Bayesian Inference via Incremental Build-Infer-Approximate operations on Clique Trees by Shivani Bathla et al
02-24-2022	Metacognitive Agents for Ethical Decision Support: Conceptual Model and Research Roadmap by Catriona M. Kennedy
02-23-2022	Reconstruction of observed mechanical motions with Artificial Intelligence tools by Antal Jakovac et al
02-23-2022	A Complete Criterion for Value of Information in Soluble Influence Diagrams by Chris van Merwijk et al
02-24-2022	Bayesian Deep Learning for Graphs by Federico Errica
02-22-2022	Neural Network based Successor Representations of Space and Language by Paul Stoewer et al
02-24-2022	DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation by Nitay Calderon et al
02-25-2022	A deep learning approach for direction of arrival estimation using automotive-grade ultrasonic sensors by Mohamed Shawki Elamir et al
02-25-2022	Oscillatory Neural Network as Hetero-Associative Memory for Image Edge Detection by Madeleine Abernot et al
02-25-2022	Novel techniques for improvement the NNetEn entropy calculation for short and noisy time series by Hanif Heidari et al
02-24-2022	Evolving-to-Learn Reinforcement Learning Tasks with Spiking Neural Networks by J. Lu et al
02-25-2022	Exploring Multi-Modal Representations for Ambiguity Detection & Coreference Resolution in the SIMMC 2.0 Challenge by Francisco Javier Chiyah-Garcia et al
02-24-2022	Directed Graph Auto-Encoders by Georgios Kollias et al
02-25-2022	HTGN-BTW: Heterogeneous Temporal Graph Network with Bi-Time-Window Training Strategy for Temporal Link Prediction by Chongjian Yue et al
02-22-2022	NetRCA: An Effective Network Fault Cause Localization Algorithm by Chaoli Zhang et al
02-24-2022	A Data-Driven Column Generation Algorithm For Bin Packing Problem in Manufacturing Industry by Jiahui Duan et al
02-22-2022	Effect Identification in Cluster Causal Diagrams by Tara V. Anand et al
02-25-2022	Composing Complex and Hybrid AI Solutions by Peter Schüller et al
02-25-2022	Bridging the Urban-Rural Connectivity Gap through Intelligent Space, Air, and Ground Networks by Fares Fourati et al
02-25-2022	Reachability analysis in stochastic directed graphs by reinforcement learning by Corrado Possieri et al
02-24-2022	The rise of the lottery heroes: why zero-shot pruning is hard by Enzo Tartaglione
02-25-2022	Towards neoRL networks; the emergence of purposive graphs by Per R. Leikanger
02-24-2022	Standard Deviation-Based Quantization for Deep Neural Networks by Amir Ardakani et al
02-23-2022	Multi-view Intent Disentangle Graph Networks for Bundle Recommendation by Sen Zhao et al
02-24-2022	Prediction of Depression Severity Based on the Prosodic and Semantic Features with Bidirectional LSTM and Time Distributed CNN by Kaining Mao et al
02-24-2022	Human-Centered Concept Explanations for Neural Networks by Chih-Kuan Yeh et al
02-24-2022	Towards an Accountable and Reproducible Federated Learning: A FactSheets Approach by Nathalie Baracaldo et al
02-25-2022	Context-Hierarchy Inverse Reinforcement Learning by Wei Gao et al
02-23-2022	Inference of Affordances and Active Motor Control in Simulated Agents by Fedor Scholz et al
02-22-2022	Designing Decision Support Systems for Emergency Response: Challenges and Opportunities by Geoffrey Pettet et al
02-24-2022	HeRo 2.0: A Low-Cost Robot for Swarm Robotics Research by Paulo Rezeck et al
02-23-2022	Scalable Query Answering under Uncertainty to Neuroscientific Ontological Knowledge: The NeuroLang Approach by Gaston Zanitti et al
02-23-2022	DL-SLOT: Dynamic Lidar SLAM and Object Tracking Based On Graph Optimization by Xuebo Tian et al