arXiv_AI

2022-01-21 Under-Approximating Expected Total Rewards in POMDPs Alexander Bork, Joost-Pieter Katoen, Tim Quatmann arXiv_AI arXiv_AI PDF
2022-01-21 Object Detection in Aerial Images: What Improves the Accuracy? Hashmat Shadab Malik, Ikboljon Sobirov, Abdelrahman Mohamed arXiv_AI arXiv_AI Deep_Learning Detection Object_Detection PDF
2022-01-21 Inferring Brain Dynamics via Multimodal Joint Graph Representation EEG-fMRI Jalal Mirakhorli arXiv_AI arXiv_AI Deep_Learning Relation PDF
2022-01-21 Towards Building Economic Models of Conversational Search Leif Azzopardi, Mohammad Aliannejadi, Evangelos Kanoulas arXiv_AI arXiv_AI Pose Action Prediction PDF
2022-01-21 Meta Learning MDPs with Linear Transition Models Robert Müller, Aldo Pacchiano arXiv_AI arXiv_AI Pose PDF
2022-01-21 Less is Less: When Are Snippets Insufficient for Human vs Machine Relevance Estimation? Gabriella Kazai, Bhaskar Mitra, Anlei Dong, Nick Craswell, Linjun Yang arXiv_AI arXiv_AI Transformer Bert Pose PDF
2022-01-21 Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation Qianben Chen, Richong Zhang, Yaowei Zheng, Yongyi Mao arXiv_AI arXiv_AI Unsupervised Text_Classification Represenation_Learning Contrastive_Learning Classification PDF
2022-01-21 Scales and Hedges in a Logic with Analogous Semantics Hedda R. Schmidtke, Sara Coelho arXiv_AI arXiv_AI Emotion PDF
2022-01-21 Gender Bias in Text: Labeled Datasets and Lexicons Jad Doughman, Wael Khreich arXiv_AI arXiv_AI Embedding Unsupervised Pose Detection PDF
2022-01-21 Random Noise vs State-of-the-Art Probabilistic Forecasting Methods : A Case Study on CRPS-Sum Discrimination Ability Alireza Koochali, Peter Schichtel, Andreas Dengel, Sheraz Ahmed arXiv_AI arXiv_AI Pose PDF
2022-01-21 On the adaptation of recurrent neural networks for system identification Marco Forgione, Aneri Muni, Dario Piga, Marco Gallieri arXiv_AI arXiv_AI Transfer_Learning RNN Pose PDF
2022-01-21 Enhancing Pseudo Label Quality for Semi-SupervisedDomain-Generalized Medical Image Segmentation Huifeng Yao, Xiaowei Hu, Xiaomeng Li arXiv_AI arXiv_AI Segmentation Medical PDF
2022-01-21 Conceptor Learning for Class Activation Mapping Guangwu Qian, Zhen-Qun Yang, Xu-Lu Zhang, Yaowei Wang, Qing Li, Xiao-Yong Wei arXiv_AI arXiv_AI RNN Salient Pose Relation Inference Prediction PDF
2022-01-21 VIPriors 2: Visual Inductive Priors for Data-Efficient Deep Learning Challenges Attila Lengyel, Robert-Jan Bruintjes, Marcos Baptista Rios, Osman Semih Kayhan, Davide Zambrano, Nergis Tomen, Jan van Gemert arXiv_AI arXiv_AI Transfer_Learning Deep_Learning PDF
2022-01-21 Dangerous Cloaking: Natural Trigger based Backdoor Attacks on Object Detectors in the Physical World Hua Ma, Yinshan Li, Yansong Gao, Alsharif Abuadbba, Zhi Zhang, Anmin Fu, Hyoungshick Kim, Said F. Al-Sarawi, Nepal Surya, Derek Abbott arXiv_AI arXiv_AI Transfer_Learning Classification Deep_Learning Detection Object_Detection Image_Classification PDF
2022-01-21 Trustworthy Knowledge Graph Completion Based on Multi-sourced Noisy Data Jiacheng Huang, Yao Zhao, Wei Hu, Zhen Ning, Qijin Chen, Xiaoxia Qiu, Chengfu Huo, Weijun Ren arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Inference PDF
2022-01-21 Classroom Slide Narration System Jobin K.V., Ajoy Mondal, C. V. Jawahar arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Recognition OCR Optical_Character Pose Face Classification PDF
2022-01-21 Fair Node Representation Learning via Adaptive Data Augmentation O. Deniz Kose, Yanning Shen arXiv_AI arXiv_AI Represenation_Learning Pose Contrastive_Learning Classification Attention Prediction PDF
2022-01-21 Can Machines Generate Personalized Music? A Hybrid Favorite-aware Method for User Preference Music Transfer Zhejing Hu, Yan Liu, Gong Chen, Yongxu Liu arXiv_AI arXiv_AI Style_Transfer PDF
2022-01-21 Learning Two-Step Hybrid Policy for Graph-Based Interpretable Reinforcement Learning Tongzhou Mu, Kaixiang Lin, Feiyang Niu, Govind Thattai arXiv_AI arXiv_AI Reinforcement_Learning Knowledge Pose Action Classification PDF
2022-01-20 Iterated Reasoning with Mutual Information in Cooperative and Byzantine Decentralized Teaming Sachin Konan, Esmaeil Seraj, Matthew Gombolay arXiv_AI arXiv_AI Reinforcement_Learning Regularization Action PDF
2022-01-20 Classic Graph Structural Features Outperform Factorization-Based Graph Embedding Methods on Community Labeling Andrew Stolman, Caleb Levy, C. Seshadhri, Aneesh Sharma arXiv_AI arXiv_AI Embedding Unsupervised Represenation_Learning Detection PDF
2022-01-20 An Empirical Investigation of Model-to-Model Distribution Shifts in Trained Convolutional Filters Paul Gavrikov, Janis Keuper arXiv_AI arXiv_AI Pose CNN PDF
2022-01-20 Federated Learning with Heterogeneous Architectures using Graph HyperNetworks Or Litany, Haggai Maron, David Acuna, Jan Kautz, Gal Chechik, Sanja Fidler arXiv_AI arXiv_AI Pose GAN PDF
2022-01-20 Regional Negative Bias in Word Embeddings Predicts Racial Animus--but only via Name Frequency Austin van Loon, Salvatore Giorgi, Robb Willer, Johannes Eichstaedt arXiv_AI arXiv_AI Embedding Relation PDF
2022-01-20 Automatic Item Generation of Figural Analogy Problems: A Review and Outlook Yuan Yang, Deepayan Sanyal, Joel Michelson, James Ainooson, Maithilee Kunda arXiv_AI arXiv_AI Review PDF
2022-01-20 A Prescriptive Dirichlet Power Allocation Policy with Deep Reinforcement Learning Yuan Tian, Minghao Han, Chetan Kulkarni, Olga Fink arXiv_AI arXiv_AI Reinforcement_Learning Pose Action PDF
2022-01-20 Neural Network Quantization with AI Model Efficiency Toolkit Sangeetha Siddegowda, Marios Fournarakis, Markus Nagel, Tijmen Blankevoort, Chirag Patel, Abhijit Khobare arXiv_AI arXiv_AI Quantization Optimization Inference QA PDF
2022-01-20 SoftDropConnect -- Effective and Efficient Quantification of the Network Uncertainty in Deep MR Image Analysis Qing Lyu, Christopher T. Whitlow, Ge Wang arXiv_AI arXiv_AI Segmentation Optimization Pose Quantitative Classification Deep_Learning Medical Inference Prediction PDF
2022-01-20 Unicorn: Reasoning about Configurable System Performance through the lens of Causality Md Shahriar Iqbal, Rahul Krishna, Mohammad Ali Javidian, Baishakhi Ray, Pooyan Jamshidi arXiv_AI arXiv_AI Optimization Pose Action Inference PDF
2022-01-20 Omnivore: A Single Model for Many Visual Modalities Rohit Girdhar, Mannat Singh, Nikhila Ravi, Laurens van der Maaten, Armand Joulin, Ishan Misra arXiv_AI arXiv_AI Transformer Recognition 3D Pose Classification PDF
2022-01-20 AI Technical Considerations: Data Storage, Cloud usage and AI Pipeline P.M.A van Ooijen, Erfan Darzidehkalani, Andre Dekker arXiv_AI arXiv_AI Deep_Learning PDF
2022-01-20 Signature Entrenchment and Conceptual Changes in Automated Theory Repair Xue Li, Alan Bundy, Eugene Philalithis arXiv_AI arXiv_AI Knowledge Quantitative PDF
2022-01-20 From Psychological Curiosity to Artificial Curiosity: Curiosity-Driven Learning in Artificial Intelligence Tasks Chenyu Sun, Hangwei Qian, Chunyan Miao arXiv_AI arXiv_AI Reinforcement_Learning Knowledge Review Survey Classification Recommendation PDF
2022-01-20 Goal-Conditioned Reinforcement Learning: Problems and Solutions Minghuan Liu, Menghui Zhu, Weinan Zhang arXiv_AI arXiv_AI Reinforcement_Learning Survey PDF
2022-01-20 Lifelong Learning Metrics Alexander New, Megan Baker, Eric Nguyen, Gautam Vallabha arXiv_AI arXiv_AI Face Drone Autonomous PDF
2022-01-20 NaijaSenti: A Nigerian Twitter Sentiment Corpus for Multilingual Sentiment Analysis Shamsuddeen Hassan Muhammad, David Ifeoluwa Adelani, Ibrahim Said Ahmad, Idris Abdulmumin, Bello Shehu Bello, Monojit Choudhury, Chris Chinenye Emezue, Anuoluwapo Aremu, Saheed Abdul, Pavel Brazdil arXiv_AI arXiv_AI Pose Action Sentiment PDF
2022-01-20 End-to-end Generative Pretraining for Multimodal Video Captioning Paul Hongsuck Seo, Arsha Nagrani, Anurag Arnab, Cordelia Schmid arXiv_AI arXiv_AI Video_Caption Speech Pose Action Classification Caption QA Video_Retrieval PDF
2022-01-20 Exploiting Meta-Cognitive Features for a Machine-Learning-Based One-Shot Group-Decision Aggregation Hilla Shinitzky, Yuval Shahar, Dan Avraham, Yizhak Vaisman, Yakir Tsizer, Yaniv Leedon arXiv_AI arXiv_AI Pose PDF
2022-01-20 'Project smells' -- Experiences in Analysing the Software Quality of ML Projects with mllint Bart van Oort, Luís Cruz, Babak Loni, Arie van Deursen arXiv_AI arXiv_AI GAN PDF
2022-01-20 LaMDA: Language Models for Dialog Applications Romal Thoppilan, Daniel De Freitas, Jamie Hall, Noam Shazeer, Apoorv Kulshreshtha, Heng-Tze Cheng, Alicia Jin, Taylor Bos, Leslie Baker, Yu Du, YaGuang Li, Hongrae Lee, Huaixiu Steven Zheng, Amin Ghafouri, Marcelo Menegali, Yanping Huang, Maxim Krikun, Dmitry Lepikhin, James Qin, Dehao Chen, Yuanzhong Xu, Zhifeng Chen, Adam Roberts, Maarten Bosma, Yanqi Zhou, Chung-Ching Chang, Igor Krivokon, Will Rusch, Marc Pickett, Kathleen Meier-Hellstern, Meredith Ringel Morris, Tulsee Doshi, Renelito Delos Santos, Toju Duke, Johnny Soraker, Ben Zevenbergen, Vinodkumar Prabhakaran, Mark Diaz, Ben Hutchinson, Kristen Olson, Alejandra Molina, Erin Hoffman-John, Josh Lee, Lora Aroyo, Ravi Rajakumar, Alena Butryna, Matthew Lamm, Viktoriya Kuzmina, Joe Fenton, Aaron Cohen, Rachel Bernstein, Ray Kurzweil, et al. (5 additional authors not shown) arXiv_AI arXiv_AI Transformer Knowledge Language_Model Recommendation PDF
2022-01-20 Multi-agent Covering Option Discovery based on Kronecker Product of Factor Graphs Jiayu Chen, Jingdi Chen, Tian Lan, Vaneet Aggarwal arXiv_AI arXiv_AI Embedding Reinforcement_Learning Sparse Pose PDF
2022-01-20 Knowledge Graph Question Answering Leaderboard: A Community Resource to Prevent a Replication Crisis Aleksandr Perevalov, Xi Yan, Liubov Kovriguina, Longquan Jiang, Andreas Both, Ricardo Usbeck arXiv_AI arXiv_AI Knowledge Knowledge_Graph Face Survey QA PDF
2022-01-20 From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI Meike Nauta, Jan Trienes, Shreyasi Pathak, Elisa Nguyen, Michelle Peters, Yasmin Schmitt, Jörg Schlötterer, Maurice van Keulen, Christin Seifert arXiv_AI arXiv_AI Optimization Review Face Quantitative PDF
2022-01-20 Cognitive Ledger Project: Towards Building Personal Digital Twins Through Cognitive Blockchain Amir Reza Asadi arXiv_AI arXiv_AI Knowledge Pose PDF
2022-01-20 A Systematic Analysis on the Impact of Contextual Information on Point-of-Interest Recommendation Hossein A. Rahmani, Mohammad Aliannejadi, Mitra Baratchi, Fabio Crestani arXiv_AI arXiv_AI Review Pose Survey Attention Activity Recommendation PDF
2022-01-20 DRTCI: Learning Disentangled Representations for Temporal Causal Inference Garima Gupta, Lovekesh Vig, Gautam Shroff arXiv_AI arXiv_AI Adversarial Pose Medical Inference PDF
2022-01-20 Survey on Federated Learning Threats: concepts, taxonomy on attacks and defences, experimental study and challenges Nuria Rodríguez-Barroso, Daniel Jiménez López, M. Victoria Luzón, Francisco Herrera, Eugenio Martínez-Cámara arXiv_AI arXiv_AI Review Adversarial Survey PDF
2022-01-20 Cross-Lingual Text-to-Speech Using Multi-Task Learning and Speaker Classifier Joint Training J. Yang, Lei He arXiv_AI arXiv_AI Transformer Speech Pose PDF
2022-01-20 Self-Awareness Safety of Deep Reinforcement Learning in Road Traffic Junction Driving Zehong Cao, Jie Yun arXiv_AI arXiv_AI Reinforcement_Learning Pose Action Attention Autonomous PDF
2022-01-20 Priors, Hierarchy, and Information Asymmetry for Skill Transfer in Reinforcement Learning Sasha Salter, Kristian Hartikainen, Walter Goodwin, Ingmar Posner arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning PDF
2022-01-20 Belief Revision in Sentential Decision Diagrams Lilith Mattei, Alessandro Facchini, Alessandro Antonucci arXiv_AI arXiv_AI Knowledge PDF
2022-01-20 Safety-AwareMulti-Agent Apprenticeship Learning Junchen Zhao, Francesco Belardinelli arXiv_AI arXiv_AI Reinforcement_Learning PDF
2022-01-20 Before and After: Machine learning for perioperative patient care Iuliia Ganskaia, Stanislav Abaimov arXiv_AI arXiv_AI Knowledge Review Classification PDF
2022-01-20 The Elements of Temporal Sentence Grounding in Videos: A Survey and Future Directions Hao Zhang, Aixin Sun, Wei Jing, Joey Tianyi Zhou arXiv_AI arXiv_AI Review Survey Action Attention Prediction PDF
2022-01-20 Combining Machine Learning with Knowledge Engineering to detect Fake News in Social Networks-a survey Sajjad Ahmed, Knut Hinkelmann, Flavio Corradini arXiv_AI arXiv_AI Knowledge Pose Survey Detection Attention PDF
2022-01-20 HEAM: High-Efficiency Approximate Multiplier Optimization for Deep Neural Networks Su Zheng, Zhen Li, Yao Lu, Jingbo Gao, Jide Zhang, Lingli Wang arXiv_AI arXiv_AI Quantization Optimization Pose PDF
2022-01-20 Transfer Learning for Fault Diagnosis of Transmission Lines Fatemeh Mohammadi Shakiba, Milad Shojaee, S. Mohsen Azizi, Mengchu Zhou arXiv_AI arXiv_AI Transfer_Learning Knowledge Pose Classification Detection CNN PDF
2022-01-20 Fine-Grained Trajectory-based Travel Time Estimation for Multi-city Scenarios Based on Deep Meta-Learning Chenxing Wang, Fang Zhao, Haichao Zhang, Haiyong Luo, Yanjun Qin, Yuchen Fang arXiv_AI arXiv_AI Pose Face PDF
2022-01-20 The Risk to Population Health Equity Posed by Automated Decision Systems: A Narrative Review Mitchell Burger arXiv_AI arXiv_AI Surveillance Review Pose Medical Autonomous Prediction PDF
2022-01-20 AstBERT: Enabling Language Model for Code Understanding with Abstract Syntax Tree Rong Liang, Yujie Lu, Zhen Huang, Tiehua Zhang, Yuze Liu arXiv_AI arXiv_AI Bert Knowledge Pose Action Attention Language_Model PDF
2022-01-20 Caring Without Sharing: A Federated Learning Crowdsensing Framework for Diversifying Representation of Cities Michael Cho, Afra Mashhadi arXiv_AI arXiv_AI PDF
2022-01-20 Recursive Constraints to Prevent Instability in Constrained Reinforcement Learning Jaeyoung Lee, Sean Sedwards, Krzysztof Czarnecki arXiv_AI arXiv_AI Reinforcement_Learning Pose PDF
2022-01-20 Informative Pseudo-Labeling for Graph Neural Networks with Few Labels Yayong Li, Jie Yin, Ling Chen arXiv_AI arXiv_AI Regularization Self-Supervised Pose Classification PDF
2022-01-20 Machine-Learning enabled analysis of ELM filament dynamics in KSTAR Cooper Jacobus, Minjun J. Choi, Ralph Kube arXiv_AI arXiv_AI Classification CNN PDF
2022-01-20 Improving Specificity in Mammography Using Cross-correlation between Wavelet and Fourier Transform Liuhua Zhang arXiv_AI arXiv_AI Detection Relation PDF
2022-01-19 Similarity search on neighbor's graphs with automatic Pareto optimal performance and minimum expected quality setups based on hyperparameter optimization Eric S. Tellez, Guillermo Ruiz arXiv_AI arXiv_AI Optimization PDF
2022-01-19 CPTAM: Constituency Parse Tree Aggregation Method Adithya Kulkarni, Nasim Sabetpour, Alexey Markin, Oliver Eulenstein, Qi Li arXiv_AI arXiv_AI Pose PDF
2022-01-19 Enhanced Performance of Pre-Trained Networks by Matched Augmentation Distributions Touqeer Ahmad, Mohsen Jafarzadeh, Akshay Raj Dhamija, Ryan Rabinowitz, Steve Cruz, Chunchun Li, Terrance E. Boult arXiv_AI arXiv_AI Pose Deep_Learning Inference PDF
2022-01-19 Decoupling the Depth and Scope of Graph Neural Networks Hanqing Zeng, Muhan Zhang, Yinglong Xia, Ajitesh Srivastava, Andrey Malevich, Rajgopal Kannan, Viktor Prasanna, Long Jin, Ren Chen arXiv_AI arXiv_AI Pose PDF
2022-01-19 Investigating underdiagnosis of AI algorithms in the presence of multiple sources of dataset bias Melanie Bernhardt, Charles Jones, Ben Glocker arXiv_AI arXiv_AI Deep_Learning Attention PDF
2022-01-19 Critic Algorithms using Cooperative Networks Debangshu Banerjee, Kavita Wagh arXiv_AI arXiv_AI Tracking Pose PDF
2022-01-19 Correlated-informed neural networks: a new machine learning framework to predict pressure drop in micro-channels J.A. Montanez-Barrera, J.M. Barroso-Maldonado, A.F. Bedoya-Santacruz, Adrian Mota-Babiloni arXiv_AI arXiv_AI Transfer_Learning Knowledge Pose Deep_Learning Relation PDF
2022-01-19 When Is It Acceptable to Break the Rules? Knowledge Representation of Moral Judgement Based on Empirical Data Edmond Awad, Sydney Levine, Andrea Loreggia, Nicholas Mattei, Iyad Rahwan, Francesca Rossi, Kartik Talamadupula, Joshua Tenenbaum, Max Kleiman-Weiner arXiv_AI arXiv_AI Knowledge Pose PDF
2022-01-19 Visual Exploration of Machine Learning Model Behavior with Hierarchical Surrogate Rule Sets Jun Yuan, Brian Barr, Kyle Overton, Enrico Bertini arXiv_AI arXiv_AI Classification Inference PDF
2022-01-19 Improving Behavioural Cloning with Human-Driven Dynamic Dataset Augmentation Federico Malato, Joona Jehkonen, Ville Hautamäki arXiv_AI arXiv_AI Quantitative PDF
2022-01-19 Debiased Graph Neural Networks with Agnostic Label Selection Bias Shaohua Fan, Xiao Wang, Chuan Shi, Kun Kuang, Nian Liu, Bai Wang arXiv_AI arXiv_AI Embedding Pose Relation Prediction PDF
2022-01-19 GEMEL: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge Arthi Padmanabhan, Neil Agarwal, Anand Iyer, Ganesh Ananthanarayanan, Yuanchao Shu, Nikolaos Karianakis, Guoqing Harry Xu, Ravi Netravali arXiv_AI arXiv_AI Face Inference PDF
2022-01-19 Problem examination for AI methods in product design Philipp Rosenthal, Oliver Niggemann arXiv_AI arXiv_AI Sketch Classification PDF
2022-01-19 FAT: An In-Memory Accelerator with Fast Addition for Ternary Weight Neural Networks Shien Zhu, Luan H.K. Duong, Hui Chen, Di Liu, Weichen Liu arXiv_AI arXiv_AI Quantization Sparse Pose CNN PDF
2022-01-19 Cognitive Explainers of Graph Neural Networks Based on Medical Concepts Yingni Wang, Kehong Yuan arXiv_AI arXiv_AI Recognition Knowledge Pose Relation Medical CNN PDF
2022-01-19 Educational Timetabling: Problems, Benchmarks, and State-of-the-Art Results Sara Ceschia, Luca Di Gaspero, Andrea Schaerf arXiv_AI arXiv_AI Review Pose Survey PDF
2022-01-19 POPPINS : A Population-Based Digital Spiking Neuromorphic Processor with Integer Quadratic Integrate-and-Fire Neurons Zuo-Wei Yeh, Chia-Hua Hsu, Alexander White, Chen-Fu Yeh, Wen-Chieh Wu, Cheng-Te Wang, Chung-Chuan Lo, Kea-Tiong Tang arXiv_AI arXiv_AI Pose Inference PDF
2022-01-19 Mixed Nondeterministic-Probabilistic Automata: Blending graphical probabilistic models with nondeterminism Albert Benveniste, Jean-Baptiste Raclet arXiv_AI arXiv_AI Relation PDF
2022-01-19 Hiding Data in Colors: Secure and Lossless Deep Image Steganography via Conditional Invertible Neural Networks Yanzhen Ren, Ting Liu, Liming Zhai, Lina Wang arXiv_AI arXiv_AI Pose Action Detection GAN PDF
2022-01-19 Cross-Language Binary-Source Code Matching with Intermediate Representations Yi Gui, Yao Wan, Hongyu Zhang, Huifang Huang, Yulei Sui, Guandong Xu, Zhiyuan Shao, Hai Jin arXiv_AI arXiv_AI Transformer Embedding Pose Detection Matching PDF
2022-01-19 Unveiling Project-Specific Bias in Neural Code Models Zhiming Li, Yanzhou Li, Tianlin Li, Mengnan Du, Bozhi Wu, Yushi Cao, Xiaofei Xie, Yi Li, Yang Liu arXiv_AI arXiv_AI Regularization Knowledge Adversarial Pose Detection Relation Inference Prediction PDF
2022-01-19 Prospective Learning: Back to the Future Joshua T. Vogelstein, Timothy Verstynen, Konrad P. Kording, Leyla Isik, John W. Krakauer, Ralph Etienne-Cummings, Elizabeth L. Ogburn, Carey E. Priebe, Randal Burns, Kwame Kutten, James J. Knierim, James B. Potash, Thomas Hartung, Lena Smirnova, Paul Worley, Alena Savonenko, Ian Phillips, Michael I. Miller, Rene Vidal, Jeremias Sulam, Adam Charles, Noah J. Cowan, Maxim Bichuch, Archana Venkataraman, Chen Li, Nitish Thakor, Justus M Kebschull, Marilyn Albert, Jinchong Xu, Marshall Hussain Shuler, Brian Caffo, Tilak Ratnanather, Ali Geisa, Seung-Eon Roh, Eva Yezerets, Meghana Madhyastha, Javier J. How, Tyler M. Tomita, Jayanta Dey, Ningyuan (Teresa) Huang, Jong M. Shin, Kaleab Alemayehu Kinfu, Pratik Chaudhari, Ben Baker, Anna Schapiro, Dinesh Jayaraman, Eric Eaton, Michael Platt, Lyle Ungar, et al. (14 additional authors not shown) arXiv_AI arXiv_AI Action Relation PDF
2022-01-18 Convergence of policy gradient for entropy regularized MDPs with neural network approximation in the mean-field regime Bekzhan Kerimkulov, James-Michael Leahy, David Šiška, Lukasz Szpruch arXiv_AI arXiv_AI Regularization Action PDF
2022-01-18 Conservative Distributional Reinforcement Learning with Safety Constraints Hengrui Zhang, Youfang Lin, Sheng Han, Shuo Wang, Kai Lv arXiv_AI arXiv_AI Reinforcement_Learning Optimization Pose PDF
2022-01-18 Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents Wenlong Huang, Pieter Abbeel, Deepak Pathak, Igor Mordatch arXiv_AI arXiv_AI Zero-Shot Knowledge Pose Action Language_Model PDF
2022-01-18 Safe Online Bid Optimization with Return-On-Investment and Budget Constraints subject to Uncertainty Matteo Castiglioni, Alessandro Nuara, Giulia Romano, Giorgio Spadaro, Francesco Trovò, Nicola Gatti arXiv_AI arXiv_AI Optimization Action PDF
2022-01-18 WATCH: Wasserstein Change Point Detection for High-Dimensional Time Series Data Kamil Faber, Roberto Corizzo, Bartlomiej Sniezynski, Michael Baron, Nathalie Japkowicz arXiv_AI arXiv_AI Unsupervised Recognition Detection Activity Prediction PDF
2022-01-18 Variational Inference for Quantifying Inter-observer Variability in Segmentation of Anatomical Structures Xiaofeng Liu, Fangxu Xing, Thibault Marin, Georges El Fakhri, Jonghye Woo arXiv_AI arXiv_AI Segmentation Pose GAN Medical Inference PDF
2022-01-18 Lifelong Dynamic Optimization for Self-Adaptive Systems: Fact or Fiction? Tao Chen arXiv_AI arXiv_AI Optimization Pose Face PDF
2022-01-18 K-nearest Multi-agent Deep Reinforcement Learning for Collaborative Tasks with a Variable Number of Agents Hamed Khorasgani, Haiyan Wang, Hsiu-Khuern Tang, Chetan Gupta arXiv_AI arXiv_AI Reinforcement_Learning Pose PDF
2022-01-18 Combining Fast and Slow Thinking for Human-like and Efficient Navigation in Constrained Environments Marianna B. Ganapini, Murray Campbell, Francesco Fabiano, Lior Horesh, Jon Lenchner, Andrea Loreggia, Nicholas Mattei, Taher Rahgooy, Francesca Rossi, Biplav Srivastava, Brent Venable arXiv_AI arXiv_AI Pose PDF
2022-01-18 Benchmark datasets driving artificial intelligence development fail to capture the needs of medical professionals Kathrin Blagec, Jakob Kraiger, Wolfgang Frühwirt, Matthias Samwald arXiv_AI arXiv_AI Review Medical PDF
2022-01-18 Accelerating Representation Learning with View-Consistent Dynamics in Data-Efficient Reinforcement Learning Tao Huang, Jiachen Wang, Xiao Chen arXiv_AI arXiv_AI Reinforcement_Learning Represenation_Learning Pose PDF
2022-01-18 Deep Cervix Model Development from Heterogeneous and Partially Labeled Image Datasets Anabik Pal, Zhiyun Xue, Sameer Antani arXiv_AI arXiv_AI Self-Supervised Pose Classification Image_Classification Prediction PDF
2022-01-18 FPGA-optimized Hardware acceleration for Spiking Neural Networks Alessio Carpegna, Alessandro Savino, Stefano Di Carlo arXiv_AI arXiv_AI Recognition Classification PDF
2022-01-18 Continual Coarse-to-Fine Domain Adaptation in Semantic Segmentation Donald Shenaj, Francesco Barbato, Umberto Michieli, Pietro Zanuttigh arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Knowledge Pose PDF
2022-01-18 Representation Learning on Heterostructures via Heterogeneous Anonymous Walks Xuan Guo, Pengfei Jiao, Ting Pan, Wang Zhang, Mengyu Jia, Danyang Shi, Wenjun Wang arXiv_AI arXiv_AI Embedding Represenation_Learning Pose Attention PDF
2022-01-18 AI for Closed-Loop Control Systems --- New Opportunities for Modeling, Designing, and Tuning Control Systems Julius Schöning, Adrian Riechmann, Hans-Jürgen Pfisterer arXiv_AI arXiv_AI PDF
2022-01-18 AI-Aided Integrated Terrestrial and Non-Terrestrial 6G Solutions for Sustainable Maritime Networking Salwa Saafi, Olga Vikhrova, Gábor Fodor, Jiri Hosek, Sergey Andreev arXiv_AI arXiv_AI PDF
2022-01-18 Frequent Itemset-driven Search for Finding Minimum Node Separators in Complex Networks Yangming Zhou, Xiaze Zhang, Na Geng, Zhibin Jiang, Mengchu Zhou arXiv_AI arXiv_AI Pose PDF
2022-01-18 Programmatic Policy Extraction by Iterative Local Search Rasmus Larsen, Mikkel Nørgaard Schmidt arXiv_AI arXiv_AI Reinforcement_Learning Action PDF
2022-01-18 A Knowledge-driven Business Process Analysis Canvas Michele Missikoff arXiv_AI arXiv_AI Knowledge Pose Ontology GAN PDF
2022-01-18 RePre: Improving Self-Supervised Vision Transformer with Reconstructive Pre-training Luya Wang, Feng Liang, Yangguang Li, Wanli Ouyang, Honggang Zhang, Jing Shao arXiv_AI arXiv_AI Transformer Represenation_Learning Self-Supervised Contrastive_Learning Attention PDF
2022-01-18 Surrogate-assisted distributed swarm optimisation for computationally expensive models Rohitash Chandra, Yash Vardhan Sharma arXiv_AI arXiv_AI Prediction PDF
2022-01-18 Label-dependent and event-guided interpretable disease risk prediction using EHRs Shuai Niu, Yunya Song, Qing Yin, Yike Guo, Xian Yang arXiv_AI arXiv_AI Pose Quantitative Attention Medical Prediction PDF
2022-01-18 Label Dependent Attention Model for Disease Risk Prediction Using Multimodal Electronic Health Records Shuai Niu, Qing Yin, Yunya Song, Yike Guo, Xian Yang arXiv_AI arXiv_AI Embedding Bert Pose Quantitative Attention Medical Language_Model Prediction PDF
2022-01-18 Pruning-aware Sparse Regularization for Network Pruning Nanfei Jiang, Xu Zhao, Chaoyang Zhao, Yongqi An, Ming Tang, Jinqiao Wang arXiv_AI arXiv_AI Sparse Regularization Pose CNN PDF
2022-01-18 TaxoCom: Topic Taxonomy Completion with Hierarchical Discovery of Novel Topic Clusters Dongha Lee, Jiaming Shen, SeongKu Kang, Susik Yoon, Jiawei Han, Hwanjo Yu arXiv_AI arXiv_AI Embedding Unsupervised Knowledge Pose PDF
2022-01-18 Knowledge Sharing via Domain Adaptation in Customs Fraud Detection Sungwon Park, Sundong Kim, Meeyoung Cha arXiv_AI arXiv_AI Knowledge Pose Detection PDF
2022-01-18 Convolutional Cobweb: A Model of Incremental Learning from 2D Images Christopher J. MacLellan, Harshil Thakur arXiv_AI arXiv_AI Recognition CNN PDF
2022-01-18 GTrans: Spatiotemporal Autoregressive Transformer with Graph Embeddings for Nowcasting Extreme Events Bo Feng, Geoffrey Fox arXiv_AI arXiv_AI Transformer Embedding Pose Relation Attention GAN CNN Prediction PDF
2022-01-18 Learning to Approximate: Auto Direction Vector Set Generation for Hypervolume Contribution Approximation Ke Shang, Tianye Shu, Hisao Ishibuchi arXiv_AI arXiv_AI Optimization Pose PDF
2022-01-18 Design Space Exploration of Dense and Sparse Mapping Schemes for RRAM Architectures Corey Lammie, Jason K. Eshraghian, Chenqi Li, Amirali Amirsoleimani, Roman Genov, Wei D. Lu, Mostafa Rahimi Azghadi arXiv_AI arXiv_AI Quantization Sparse Deep_Learning PDF
2022-01-18 Benchmarking Subset Selection from Large Candidate Solution Sets in Evolutionary Multi-objective Optimization Ke Shang, Tianye Shu, Hisao Ishibuchi, Yang Nan, Lie Meng Pang arXiv_AI arXiv_AI Optimization Pose PDF
2022-01-18 Explainable Decision Making with Lean and Argumentative Explanations Xiuyi Fan, Francesca Toni arXiv_AI arXiv_AI Knowledge PDF
2022-01-17 Multi-winner Approval Voting Goes Epistemic Tahar Allouche, Jérôme Lang, Florian Yger arXiv_AI arXiv_AI Knowledge PDF
2022-01-17 Closed-Loop ACAS Xu NNCS is Unsafe: Quantized State Backreachability for Verification Stanley Bak, Hoang-Dung Tran arXiv_AI arXiv_AI Quantization Pose PDF
2022-01-17 Planning Not to Talk: Multiagent Systems that are Robust to Communication Loss Mustafa O. Karabag, Cyrus Neary, Ufuk Topcu arXiv_AI arXiv_AI Adversarial Pose Action Relation PDF
2022-01-17 Collapse by Conditioning: Training Class-conditional GANs with Limited Data Mohamad Shahbazi, Martin Danelljan, Danda Pani Paudel, Luc Van Gool arXiv_AI arXiv_AI Adversarial Pose GAN PDF
2022-01-17 Patterns of near-crash events in a naturalistic driving dataset: applying rules mining Xiaoqiang Konga, Subasish Das, Hongmin Zhou, Yunlong Zhang arXiv_AI arXiv_AI PDF
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2022-01-11 Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 2019 Zhengying Liu, Adrien Pavao, Zhen Xu, Sergio Escalera, Fabio Ferreira, Isabelle Guyon, Sirui Hong, Frank Hutter, Rongrong Ji, Julio C. S. Jacques Junior, Ge Li, Marius Lindauer, Zhipeng Luo, Meysam Madadi, Thomas Nierhoff, Kangning Niu, Chunguang Pan, Danny Stoll, Sebastien Treguer, Jin Wang, Peng Wang, Chenglin Wu, Youcheng Xiong, Arbe r Zela, Yang Zhang arXiv_AI arXiv_AI NAS Pose Classification Deep_Learning GAN Matching PDF
2022-01-11 Improved Neural Distinguishers with Differentials: Applications in SIMON and SIMECK Jinyu Lu, Guoqiang Liu, Yunwen Liu, Bing Sun, Chao Li, Li Liu arXiv_AI arXiv_AI Knowledge Deep_Learning PDF
2022-01-11 Pavlovian Signalling with General Value Functions in Agent-Agent Temporal Decision Making Andrew Butcher, Michael Bradley Johanson, Elnaz Davoodi, Dylan J. A. Brenneis, Leslie Acker, Adam S. R. Parker, Adam White, Joseph Modayil, Patrick M. Pilarski arXiv_AI arXiv_AI Reinforcement_Learning Sparse Face Action Prediction PDF
2022-01-11 Quasi-Framelets: Another Improvement to GraphNeural Networks Mengxi Yang, Xuebin Zheng, Jie Yin, Junbin Gao arXiv_AI arXiv_AI Embedding Pose PDF
2022-01-10 Quantum activation functions for quantum neural networks Marco Maronese, Claudio Destri, Enrico Prati arXiv_AI arXiv_AI Recognition PDF
2022-01-10 Verified Probabilistic Policies for Deep Reinforcement Learning Edoardo Bacci, David Parker arXiv_AI arXiv_AI Reinforcement_Learning Adversarial Pose Action PDF
2022-01-10 Learning Fair Node Representations with Graph Counterfactual Fairness Jing Ma, Ruocheng Guo, Mengting Wan, Longqi Yang, Aidong Zhang, Jundong Li arXiv_AI arXiv_AI Pose Prediction PDF
2022-01-10 Resource recommender system performance improvement by exploring similar tags and detecting tags communities Zeinab Shokrzadeh, Mohammad-Reza Feizi-Derakhshi, Mohammad-Ali Balafar, Jamshid Bagherzadeh Mohasefi arXiv_AI arXiv_AI Pose Detection Recommendation PDF
2022-01-10 The Effects of Reward Misspecification: Mapping and Mitigating Misaligned Models Alexander Pan, Kush Bhatia, Jacob Steinhardt arXiv_AI arXiv_AI Pose Action Detection Object_Detection PDF
2022-01-10 Assisting Unknown Teammates in Unknown Tasks: Ad Hoc Teamwork under Partial Observability João G. Ribeiro, Cassandro Martinho, Alberto Sardinha, Francisco S. Melo arXiv_AI arXiv_AI Action Prediction PDF
2022-01-10 SCROLLS: Standardized CompaRison Over Long Language Sequences Uri Shaham, Elad Segal, Maor Ivgi, Avia Efrat, Ori Yoran, Adi Haviv, Ankit Gupta, Wenhan Xiong, Mor Geva, Jonathan Berant, Omer Levy arXiv_AI arXiv_AI Summarization Inference PDF
2022-01-10 The Dataset Nutrition Label : Leveraging Context to Mitigate Harms in Artificial Intelligence Kasia S. Chmielinski, Sarah Newman, Matt Taylor, Josh Joseph, Kemi Thomas, Jessica Yurkofsky, Yue Chelsea Qiu arXiv_AI arXiv_AI Review Pose Face PDF
2022-01-10 When is Offline Two-Player Zero-Sum Markov Game Solvable? Qiwen Cui, Simon S. Du arXiv_AI arXiv_AI Reinforcement_Learning Pose PDF
2022-01-10 Black-Box Tuning for Language-Model-as-a-Service Tianxiang Sun, Yunfan Shao, Hong Qian, Xuanjing Huang, Xipeng Qiu arXiv_AI arXiv_AI Bert Pose Inference Language_Model PDF
2022-01-10 Leveraging Social Influence based on Users Activity Centers for Point-of-Interest Recommendation Kosar Seyedhoseinzadeh, Hossein A. Rahmani, Mohsen Afsharchi, Mohammad Aliannejadi arXiv_AI arXiv_AI Pose Face Activity Recommendation PDF
2022-01-10 Systems Challenges for Trustworthy Embodied Systems Harald Ruess arXiv_AI arXiv_AI Face Action Autonomous PDF
2022-01-10 Fairness Score and Process Standardization: Framework for Fairness Certification in Artificial Intelligence Systems Avinash Agarwal, Harsh Agarwal, Nihaarika Agarwal arXiv_AI arXiv_AI Pose GAN PDF
2022-01-10 A novel method for error analysis in radiation thermometry with application to industrial furnaces Iñigo Martinez, Urtzi Otamendi, Igor G. Olaizola, Roger Solsona, Mikel Maiza, Elisabeth Viles, Arturo Fernandez, Ignacio Arzua arXiv_AI arXiv_AI Pose Face PDF
2022-01-10 GBRS: An Unified Model of Pawlak Rough Set and Neighborhood Rough Set Xia Shuyin, Wang Cheng, Wang GuoYing, Gao XinBo, Elisabeth Giem, Yu JianHang arXiv_AI arXiv_AI Knowledge Pose PDF
2022-01-10 Cross-view Self-Supervised Learning on Heterogeneous Graph Neural Network via Bootstrapping Minjae Park arXiv_AI arXiv_AI Self-Supervised Pose Contrastive_Learning Attention PDF
2022-01-10 Cross-Modal ASR Post-Processing System for Error Correction and Utterance Rejection Jing Du, Shiliang Pu, Qinbo Dong, Chao Jin, Xin Qi, Dian Gu, Ru Wu, Hongwei Zhou arXiv_AI arXiv_AI Recognition Speech Pose Speech_Recognition PDF
2022-01-10 An application of the splitting-up method for the computation of a neural network representation for the solution for the filtering equations Dan Crisan, Alexander Lobbe, Salvador Ortiz-Latorre arXiv_AI arXiv_AI Prediction PDF
2022-01-10 A Study on Mitigating Hard Boundaries of Decision-Tree-based Uncertainty Estimates for AI Models Pascal Gerber, Lisa Jöckel, Michael Kläs arXiv_AI arXiv_AI Pose Detection Prediction PDF
2022-01-10 Swin Transformer for Fast MRI Jiahao Huang, Yingying Fang, Yinzhe Wu, Huanjun Wu, Zhifan Gao, Yang Li, Javier Del Ser, Jun Xia, Guang Yang arXiv_AI arXiv_AI Transformer Reconstruction Segmentation Pose Action Deep_Learning Attention CNN PDF
2022-01-10 Wind Park Power Prediction: Attention-Based Graph Networks and Deep Learning to Capture Wake Losses Lars Ødegaard Bentsen, Narada Dilp Warakagoda, Roy Stenbro, Paal Engelstad arXiv_AI arXiv_AI RNN Pose Deep_Learning Attention Prediction PDF
2022-01-10 Task planning and explanation with virtual actions Guowei Cui, Xiaoping Chen arXiv_AI arXiv_AI Action PDF
2022-01-10 An Adaptive Neuro-Fuzzy System with Integrated Feature Selection and Rule Extraction for High-Dimensional Classification Problems Guangdong Xue, Qin Chang, Jian Wang, Kai Zhang, Nikhil R. Pal arXiv_AI arXiv_AI Pose Action Classification PDF
2022-01-10 A Simulation Platform for Multi-tenant Machine Learning Services on Thousands of GPUs Ruofan Liang, Bingsheng He, Shengen Yan, Peng Sun arXiv_AI arXiv_AI PDF
2022-01-10 Communication-Efficient Federated Learning with Acceleration of Global Momentum Geeho Kim, Jinkyu Kim, Bohyung Han arXiv_AI arXiv_AI Pose PDF
2022-01-10 Collaborative Reflection-Augmented Autoencoder Network for Recommender Systems Lianghao Xia, Chao Huang, Yong Xu, Huance Xu, Xiang Li, Weiguo Zhang arXiv_AI arXiv_AI Regularization Knowledge Action Deep_Learning Recommendation PDF
2022-01-10 Distributed Cooperative Multi-Agent Reinforcement Learning with Directed Coordination Graph Gangshan Jing, He Bai, Jemin George, Aranya Chakrabortty, Piyush. K. Sharma arXiv_AI arXiv_AI Reinforcement_Learning Optimization Pose PDF
2022-01-10 Supervised Contrastive Learning for Recommendation Chun Yang arXiv_AI arXiv_AI Embedding Self-Supervised Pose Contrastive_Learning Action CNN Recommendation PDF
2022-01-10 Information-Theoretic Bias Reduction via Causal View of Spurious Correlation Seonguk Seo, Joon-Young Lee, Bohyung Han arXiv_AI arXiv_AI Unsupervised Recognition Regularization Pose Face Relation Face_Recognition Prediction PDF
2022-01-09 Semantic and sentiment analysis of selected Bhagavad Gita translations using BERT-based language framework Rohitash Chandra, Venkatesh Kulkarni arXiv_AI arXiv_AI Transformer Embedding Bert Deep_Learning Sentiment Language_Model PDF
2022-01-09 The State of Aerial Surveillance: A Survey Kien Nguyen, Clinton Fookes, Sridha Sridharan, Yingli Tian, Xiaoming Liu, Feng Liu, Arun Ross arXiv_AI arXiv_AI Surveillance Recognition Review Survey Drone PDF
2022-01-09 Meta-Generalization for Multiparty Privacy Learning to Identify Anomaly Multimedia Traffic in Graynet Satoshi Kamo, Yiqiang Sheng arXiv_AI arXiv_AI PDF
2022-01-09 Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay Kuluhan Binici, Shivam Aggarwal, Nam Trung Pham, Karianto Leman, Tulika Mitra arXiv_AI arXiv_AI Knowledge Pose Classification Image_Classification PDF
2022-01-09 Glance and Focus Networks for Dynamic Visual Recognition Gao Huang, Yulin Wang, Kangchen Lv, Haojun Jiang, Wenhui Huang, Pengfei Qi, Shiji Song arXiv_AI arXiv_AI Recognition Reinforcement_Learning Salient Pose Classification Image_Classification Inference Prediction PDF
2022-01-09 Privacy-aware Early Detection of COVID-19 through Adversarial Training Omid Rohanian, Samaneh Kouchaki, Andrew Soltan, Jenny Yang, Morteza Rohanian, Yang Yang, David Clifton arXiv_AI arXiv_AI Adversarial Pose Deep_Learning Detection PDF
2022-01-09 An Adaptive Device-Edge Co-Inference Framework Based on Soft Actor-Critic Tao Niu, Yinglei Teng, Zhu Han, Panpan Zou arXiv_AI arXiv_AI Quantization Reinforcement_Learning Pose Action Inference PDF
2022-01-09 Arguments about Highly Reliable Agent Designs as a Useful Path to Artificial Intelligence Safety Issa Rice, David Manheim arXiv_AI arXiv_AI Review Prediction PDF
2022-01-09 Resolving Camera Position for a Practical Application of Gaze Estimation on Edge Devices Linh Van Ma, Tin Trung Tran, Moongu Jeon arXiv_AI arXiv_AI Gaze_Estimation Few-Shot Inference PDF
2022-01-09 Fast solver for J2-perturbed Lambert problem using deep neural network Bin Yang, Shuang Li, Jinglang Feng, Massimiliano Vasile arXiv_AI arXiv_AI Bert Pose PDF
2022-01-09 Weak Supervision for Affordable Modeling of Electrocardiogram Data Mononito Goswami, Benedikt Boecking, Artur Dubrawski arXiv_AI arXiv_AI PDF
2022-01-09 A Multi-agent Reinforcement Learning Approach for Efficient Client Selection in Federated Learning Sai Qian Zhang, Jieyu Lin, Qi Zhang arXiv_AI arXiv_AI Reinforcement_Learning PDF
2022-01-08 Attention-based Random Forest and Contamination Model Lev V. Utkin, Andrei V. Konstantinov arXiv_AI arXiv_AI Optimization Pose Classification Attention PDF
2022-01-08 Assessing Policy, Loss and Planning Combinations in Reinforcement Learning using a New Modular Architecture Tiago Gaspar Oliveira, Arlindo L. Oliveira arXiv_AI arXiv_AI Reinforcement_Learning Pose PDF
2022-01-08 LoMar: A Local Defense Against Poisoning Attack on Federated Learning Xingyu Li, Zhe Qu, Shangqing Zhao, Bo Tang, Zhuo Lu, Yao Liu arXiv_AI arXiv_AI PDF
2022-01-08 PocketNN: Integer-only Training and Inference of Neural Networks via Direct Feedback Alignment and Pocket Activations in Pure C++ Jaewoo Song, Fangzhen Lin arXiv_AI arXiv_AI Quantization Pose Deep_Learning Inference PDF
2022-01-08 Fake Hilsa Fish Detection Using Machine Vision Mirajul Islam, Jannatul Ferdous Ani, Abdur Rahman, Zakia Zaman arXiv_AI arXiv_AI Pose Deep_Learning Detection PDF
2022-01-08 Self-aligned Spatial Feature Extraction Network for UAV Vehicle Re-identification Aihuan Yao, Jiahao Qi, Ping Zhong arXiv_AI arXiv_AI Surveillance Segmentation Unsupervised Action Re-identification PDF
2022-01-08 Knowledge Tracing: A Survey Ghodai Abdelrahman, Qing Wang, Bernardo Pereira Nunes arXiv_AI arXiv_AI Knowledge Review Survey Deep_Learning Recommendation PDF
2022-01-08 AnomMAN: Detect Anomaly on Multi-view Attributed Networks Ling-Hao Chen, He Li, Wenhao Yang arXiv_AI arXiv_AI Pose Action Detection Attention PDF
2022-01-08 Clustering Text Using Attention Lovedeep Singh arXiv_AI arXiv_AI Attention PDF
2022-01-08 Scaling Knowledge Graph Embedding Models Nasrullah Sheikh, Xiao Qin, Berthold Reinwald, Chuan Lei arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Prediction PDF
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2022-01-08 Global Convergence Analysis of Deep Linear Networks with A One-neuron Layer Kun Chen, Dachao Lin, Zhihua Zhang arXiv_AI arXiv_AI PDF
2022-01-08 Modeling Human-AI Team Decision Making Wei Ye, Francesco Bullo, Noah Friedkin, Ambuj K Singh arXiv_AI arXiv_AI Pose Action PDF
2022-01-08 DeHIN: A Decentralized Framework for Embedding Large-scale Heterogeneous Information Networks Mubashir Imran, Hongzhi Yin, Tong Chen, Zi Huang, Kai Zheng arXiv_AI arXiv_AI Embedding Action Classification Attention Prediction PDF
2022-01-08 VGAER: graph neural network reconstruction based community detection Chenyang Qiu, Zhaoci Huang, Wenzhe Xu, Huijia Li arXiv_AI arXiv_AI Reconstruction Unsupervised Pose Detection PDF
2022-01-07 Tisane: Authoring Statistical Models via Formal Reasoning from Conceptual and Data Relationships Eunice Jun, Audrey Seo, Jeffrey Heer, René Just arXiv_AI arXiv_AI Relation PDF
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2022-01-07 Computational Lens on Cognition: Study Of Autobiographical Versus Imagined Stories With Large-Scale Language Models Maarten Sap, Anna Jafarpour, Yejin Choi, Noah A. Smith, James W. Pennebaker, Eric Horvitz arXiv_AI arXiv_AI Salient Knowledge Language_Model PDF
2022-01-07 Stay Positive: Knowledge Graph Embedding Without Negative Sampling Ainaz Hajimoradlou, Mehran Kazemi arXiv_AI arXiv_AI Embedding Regularization Knowledge Knowledge_Graph Pose Classification Relation PDF
2022-01-07 United adversarial learning for liver tumor segmentation and detection of multi-modality non-contrast MRI Jianfeng Zhao, Dengwang Li, Shuo Li arXiv_AI arXiv_AI Segmentation Adversarial Pose Action Detection PDF
2022-01-07 Attention Option-Critic Raviteja Chunduru, Doina Precup arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning Pose Action Attention PDF
2022-01-07 Probabilistic spatial clustering based on the Self Discipline Learning model of autonomous learning Zecang Cu, Xiaoqi Sun, Yuan Sun, Fuquan Zhang arXiv_AI arXiv_AI Unsupervised Pose Deep_Learning Autonomous PDF
2022-01-07 Sign Language Video Retrieval with Free-Form Textual Queries Amanda Duarte, Samuel Albanie, Xavier Giró-i-Nieto, Gül Varol arXiv_AI arXiv_AI Embedding Recognition Pose Attention Video_Retrieval PDF
2022-01-07 An Accelerator for Rule Induction in Fuzzy Rough Theory Suyun Zhao, Zhigang Dai, Xizhao Wang, Peng Ni, Hengheng Luo, Hong Chen, Cuiping Li arXiv_AI arXiv_AI Knowledge Pose PDF
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2022-01-07 Spatial-Temporal Sequential Hypergraph Network for Crime Prediction Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Liefeng Bo, Xiyue Zhang, Tianyi Chen arXiv_AI arXiv_AI Optimization Pose Relation Prediction PDF
2022-01-07 Effect of Prior-based Losses on Segmentation Performance: A Benchmark Rosana {EL JURDI}, Caroline Petitjean, Veronika Cheplygina, Paul Honeine, Fahed Abdallah arXiv_AI arXiv_AI Segmentation Knowledge GAN Medical CNN PDF
2022-01-07 Auction-Based Ex-Post-Payment Incentive Mechanism Design for Horizontal Federated Learning with Reputation and Contribution Measurement Jingwen Zhang, Yuezhou Wu, Rong Pan arXiv_AI arXiv_AI PDF
2022-01-07 AI and the Sense of Self Srinath Srinivasa, Jayati Deshmukh arXiv_AI arXiv_AI Autonomous PDF
2022-01-07 Incremental Knowledge Tracing from Multiple Schools Sujanya Suresh, Savitha Ramasamy, P.N. Suganthan, Cheryl Sze Yin Wong arXiv_AI arXiv_AI Knowledge PDF
2022-01-07 Offline Reinforcement Learning for Road Traffic Control Mayuresh Kunjir, Sanjay Chawla arXiv_AI arXiv_AI Reinforcement_Learning Regularization Action PDF
2022-01-07 Mirror Learning: A Unifying Framework of Policy Optimisation Jakub Grudzien Kuba, Christian Schroeder de Witt, Jakob Foerster arXiv_AI arXiv_AI Reinforcement_Learning Pose PDF
2022-01-07 Spatio-Temporal Graph Representation Learning for Fraudster Group Detection Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun arXiv_AI arXiv_AI Represenation_Learning RNN Review Pose Detection Relation PDF
2022-01-07 A Transfer Learning Pipeline for Educational Resource Discovery with Application in Leading Paragraph Generation Irene Li, Thomas George, Alexander Fabbri, Tammy Liao, Benjamin Chen, Rina Kawamura, Richard Zhou, Vanessa Yan, Swapnil Hingmire, Dragomir Radev arXiv_AI arXiv_AI Transfer_Learning Knowledge Pose Survey Action Classification Language_Model PDF
2022-01-07 Multi-Behavior Enhanced Recommendation with Cross-Interaction Collaborative Relation Modeling Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Mengyin Lu, Liefeng Bo arXiv_AI arXiv_AI Embedding Pose Action Deep_Learning Relation Recommendation PDF
2022-01-07 Learning Multi-Tasks with Inconsistent Labels by using Auxiliary Big Task Quan Feng, Songcan Chen arXiv_AI arXiv_AI Knowledge Pose Relation PDF
2022-01-07 Time Series Forecasting Using Fuzzy Cognitive Maps: A Survey Omid Orang, Petrônio Cândido de Lima e Silva, Frederico Guimarães Gadelha arXiv_AI arXiv_AI RNN Knowledge Pose Survey PDF
2022-01-06 Applying Word Embeddings to Measure Valence in Information Operations Targeting Journalists in Brazil David A. Broniatowski arXiv_AI arXiv_AI Embedding Speech PDF
2022-01-06 CausalKG: Causal Knowledge Graph Explainability using interventional and counterfactual reasoning Utkarshani Jaimini, Amit Sheth arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Action Relation Inference PDF
2022-01-06 A wearable sensor vest for social humanoid robots with GPGPU, IoT, and modular software architecture Mohsen Jafarzadeh, Stephen Brooks, Shimeng Yu, Balakrishnan Prabhakaran, Yonas Tadesse arXiv_AI arXiv_AI Image_Caption Gesture Speech Pose Face Action PDF
2022-01-06 Admissible Policy Teaching through Reward Design Kiarash Banihashem, Adish Singla, Jiarui Gan, Goran Radanovic arXiv_AI arXiv_AI Reinforcement_Learning Optimization Action PDF
2022-01-06 Introducing Randomized High Order Fuzzy Cognitive Maps as Reservoir Computing Models: A Case Study in Solar Energy and Load Forecasting Omid Orang, Petrônio Cândido de Lima Silva, Frederico Gadelha Guimarães arXiv_AI arXiv_AI Pose Prediction PDF
2022-01-06 Forming Predictive Features of Tweets for Decision-Making Support Bohdan M. Pavlyshenko arXiv_AI arXiv_AI Quantitative PDF
2022-01-06 Bayesian Regression Approach for Building and Stacking Predictive Models in Time Series Analytics Bohdan M. Pavlyshenko arXiv_AI arXiv_AI Knowledge Prediction PDF
2022-01-06 A Light in the Dark: Deep Learning Practices for Industrial Computer Vision Maximilian Harl, Marvin Herchenbach, Sven Kruschel, Nico Hambauer, Patrick Zschech, Mathias Kraus arXiv_AI arXiv_AI Recognition Pose Deep_Learning PDF
2022-01-06 Super-Reparametrizations of Weighted CSPs: Properties and Optimization Perspective Tomáš Dlask, Tomáš Werner, Simon de Givry arXiv_AI arXiv_AI Optimization Pose PDF
2022-01-06 Sparsity-based Feature Selection for Anomalous Subgroup Discovery Girmaw Abebe Tadesse, William Ogallo, Catherine Wanjiru, Charles Wachira, Isaiah Onando Mulang', Vibha Anand, Aisha Walcott-Bryant, Skyler Speakman arXiv_AI arXiv_AI Pose Detection Prediction PDF
2022-01-06 Multi-Label Classification on Remote-Sensing Images Aditya Kumar Singh, B. Uma Shankar arXiv_AI arXiv_AI Transfer_Learning Face Classification Deep_Learning PDF
2022-01-06 Machine Learning: Algorithms, Models, and Applications Jaydip Sen, Sidra Mehtab, Rajdeep Sen, Abhishek Dutta, Pooja Kherwa, Saheel Ahmed, Pranay Berry, Sahil Khurana, Sonali Singh, David W. W Cadotte, David W. Anderson, Kalum J. Ost, Racheal S. Akinbo, Oladunni A. Daramola, Bongs Lainjo arXiv_AI arXiv_AI Reinforcement_Learning Speech Emotion Deep_Learning Medical PDF
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2022-01-06 SABLAS: Learning Safe Control for Black-box Dynamical Systems Zengyi Qin, Dawei Sun, Chuchu Fan arXiv_AI arXiv_AI Reinforcement_Learning Pose PDF
2022-01-06 Combining Reinforcement Learning and Inverse Reinforcement Learning for Asset Allocation Recommendations Igor Halperin, Jiayu Liu, Xiao Zhang arXiv_AI arXiv_AI Reinforcement_Learning Recommendation PDF
2022-01-05 Mixture of basis for interpretable continual learning with distribution shifts Mengda Xu, Sumitra Ganesh, Pranay Pasula arXiv_AI arXiv_AI Pose Prediction PDF
2022-01-05 On the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous Driving Giulio Rossolini, Federico Nesti, Gianluca D'Amico, Saasha Nair, Alessandro Biondi, Giorgio Buttazzo arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Adversarial Pose Classification Deep_Learning Autonomous PDF
2022-01-05 Frame Shift Prediction Zheng-Xin Yong, Patrick D. Watson, Tiago Timponi Torrent, Oliver Czulo, Collin F. Baker arXiv_AI arXiv_AI Pose Attention Prediction PDF
2022-01-05 A Generalized Bootstrap Target for Value-Learning, Efficiently Combining Value and Feature Predictions Anthony GX-Chen, Veronica Chelu, Blake A. Richards, Joelle Pineau arXiv_AI arXiv_AI Reinforcement_Learning Knowledge Pose Prediction PDF
2022-01-05 Multiple Sclerosis Lesions Segmentation using Attention-Based CNNs in FLAIR Images Mehdi SadeghiBakhi, Hamidreza Pourreza, Hamidreza Mahyar arXiv_AI arXiv_AI Segmentation 3D Pose Attention Medical CNN PDF
2022-01-05 Formal Analysis of Art: Proxy Learning of Visual Concepts from Style Through Language Models Diana Kim, Ahmed Elgammal, Marian Mazzone arXiv_AI arXiv_AI Bert Pose Quantitative Relation Language_Model PDF
2022-01-05 Hidden Agenda: a Social Deduction Game with Diverse Learned Equilibria Kavya Kopparapu, Edgar A. Duéñez-Guzmán, Jayd Matyas, Alexander Sasha Vezhnevets, John P. Agapiou, Kevin R. McKee, Richard Everett, Janusz Marecki, Joel Z. Leibo, Thore Graepel arXiv_AI arXiv_AI Reinforcement_Learning PDF
2022-01-05 CausalSim: Toward a Causal Data-Driven Simulator for Network Protocols Abdullah Alomar, Pouya Hamadanian, Arash Nasr-Esfahany, Anish Agarwal, Mohammad Alizadeh, Devavrat Shah arXiv_AI arXiv_AI Adversarial Prediction PDF
2022-01-05 Privacy-Friendly Peer-to-Peer Energy Trading: A Game Theoretical Approach Kamil Erdayandi, Amrit Paudel, Lucas Cordeiro, Mustafa A. Mustafa arXiv_AI arXiv_AI Pose PDF
2022-01-05 Posture Prediction for Healthy Sitting using a Smart Chair Tariku Adane Gelaw, Misgina Tsighe Hagos arXiv_AI arXiv_AI Recognition Classification Attention Activity Prediction Recommendation PDF
2022-01-05 Does entity abstraction help generative Transformers reason? Nicolas Gontier, Siva Reddy, Christopher Pal arXiv_AI arXiv_AI Transformer Embedding Knowledge Pose Action Relation Language_Model Prediction QA PDF
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2022-01-05 Quantum Capsule Networks Zidu Liu, Pei-Xin Shen, Weikang Li, L.-M. Duan, Dong-Ling Deng arXiv_AI arXiv_AI Classification PDF
2022-01-05 Real-time Interface Control with Motion Gesture Recognition based on Non-contact Capacitive Sensing Hunmin Lee, Jaya Krishna Mandivarapu, Nahom Ogbazghi, Yingshu Li arXiv_AI arXiv_AI Recognition Gesture Pose Face Action Classification Detection PDF
2022-01-05 The intersection probability: betting with probability intervals Fabio Cuzzolin arXiv_AI arXiv_AI Pose PDF
2022-01-05 Dynamic GPU Energy Optimization for Machine Learning Training Workloads Farui Wang, Weizhe Zhang, Shichao Lai, Meng Hao, Zheng Wang arXiv_AI arXiv_AI Optimization Prediction PDF
2022-01-05 Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation Vincent Mai, Kaustubh Mani, Liam Paull arXiv_AI arXiv_AI Reinforcement_Learning Optimization Pose PDF
2022-01-05 Detection of extragalactic Ultra-Compact Dwarfs and Globular Clusters using Explainable AI techniques Mohammad Mohammadi, Jarvin Mutatiina, Teymoor Saifollahi, Kerstin Bune arXiv_AI arXiv_AI Quantization Classification Detection PDF
2022-01-05 GLAN: A Graph-based Linear Assignment Network He Liu, Tao Wang, Congyan Lang, Songhe Feng, Yi Jin, Yidong Li arXiv_AI arXiv_AI Tracking Object_Tracking Pose Relation Attention PDF
2022-01-05 The E-Intelligence System Vibhor Gautam, Vikalp Shishodia arXiv_AI arXiv_AI Review GAN PDF
2022-01-05 NumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-task Financial Forecasting Linyi Yang, Jiazheng Li, Ruihai Dong, Yue Zhang, Barry Smyth arXiv_AI arXiv_AI Transformer Quantitative Deep_Learning Prediction PDF
2022-01-05 Rethinking Depth Estimation for Multi-View Stereo: A Unified Representation and Focal Loss Rui Peng, Rongjie Wang, Zhenyu Wang, Yawen Lai, Ronggang Wang arXiv_AI arXiv_AI Pose Classification Prediction PDF
2022-01-05 Sign Language Recognition System using TensorFlow Object Detection API Sharvani Srivastava, Amisha Gangwar, Richa Mishra, Sudhakar Singh arXiv_AI arXiv_AI Transfer_Learning Recognition Gesture Knowledge Pose Detection Object_Detection PDF
2022-01-05 Challenges of Artificial Intelligence -- From Machine Learning and Computer Vision to Emotional Intelligence Matti Pietikäinen, Olli Silven arXiv_AI arXiv_AI Knowledge Pose Emotion Deep_Learning PDF
2022-01-04 Graph Decipher: A transparent dual-attention graph neural network to understand the message-passing mechanism for the node classification Yan Pang, Chao Liu arXiv_AI arXiv_AI Pose Classification Attention PDF
2022-01-04 Knowledge Informed Machine Learning using a Weibull-based Loss Function Tim von Hahn, Chris K Mechefske arXiv_AI arXiv_AI Knowledge Review Prediction PDF
2022-01-04 Using Simulation Optimization to Improve Zero-shot Policy Transfer of Quadrotors Sven Gronauer, Matthias Kissel, Luca Sacchetto, Mathias Korte, Klaus Diepold arXiv_AI arXiv_AI Reinforcement_Learning Zero-Shot Optimization Drone PDF
2022-01-04 Learning Control Policies for Fall prevention and safety in bipedal locomotion Visak Kumar arXiv_AI arXiv_AI Reinforcement_Learning Optimization Knowledge Medical PDF
2022-01-04 Augmenting astrophysical scaling relations with machine learning : application to reducing the SZ flux-mass scatter Digvijay Wadekar, Leander Thiele, Francisco Villaescusa-Navarro, J. Colin Hill, David N. Spergel, Miles Cranmer, Nicholas Battaglia, Daniel Anglés-Alcázar, Lars Hernquist, Shirley Ho arXiv_AI arXiv_AI Survey Relation Inference PDF
2022-01-04 The CAMELS project: public data release Francisco Villaescusa-Navarro, Shy Genel, Daniel Anglés-Alcázar, Lucia A. Perez, Pablo Villanueva-Domingo, Digvijay Wadekar, Helen Shao, Faizan G. Mohammad, Sultan Hassan, Emily Moser, Erwin T. Lau, Luis Fernando Machado Poletti Valle, Andrina Nicola, Leander Thiele, Yongseok Jo, Oliver H. E. Philcox, Benjamin D. Oppenheimer, Megan Tillman, ChangHoon Hahn, Neerav Kaushal, Alice Pisani, Matthew Gebhardt, Ana Maria Delgado, Joyce Caliendo, Christina Kreisch, Kaze W.K. Wong, William R. Coulton, Michael Eickenberg, Gabriele Parimbelli, Yueying Ni, Ulrich P. Steinwandel, Valentina La Torre, Romeel Dave, Nicholas Battaglia, Daisuke Nagai, David N. Spergel, Lars Hernquist, Blakesley Burkhart, Desika Narayanan, Benjamin Wandelt, Rachel S. Somerville, Greg L. Bryan, Matteo Viel, Yin Li, et al. (3 additional authors not shown) arXiv_AI arXiv_AI PDF
2022-01-04 Self-directed Machine Learning Wenwu Zhu, Xin Wang, Pengtao Xie arXiv_AI arXiv_AI Optimization Pose Autonomous PDF
2022-01-04 Automated Graph Machine Learning: Approaches, Libraries and Directions Xin Wang, Ziwei Zhang, Wenwu Zhu arXiv_AI arXiv_AI NAS Optimization Attention PDF
2022-01-04 ExAID: A Multimodal Explanation Framework for Computer-Aided Diagnosis of Skin Lesions Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed arXiv_AI arXiv_AI Face Quantitative Deep_Learning Medical Prediction PDF
2022-01-04 On the Minimal Adversarial Perturbation for Deep Neural Networks with Provable Estimation Error Fabio Brau, Giulio Rossolini, Alessandro Biondi, Giorgio Buttazzo arXiv_AI arXiv_AI Knowledge Adversarial Pose Classification PDF
2022-01-04 Speech-to-SQL: Towards Speech-driven SQL Query Generation From Natural Language Question Yuanfeng Song, Raymond Chi-Wing Wong, Xuefang Zhao, Di Jiang arXiv_AI arXiv_AI Recognition Knowledge Speech Pose Face Action Relation Speech_Recognition PDF
2022-01-04 Parity-based Cumulative Fairness-aware Boosting Vasileios Iosifidis, Arjun Roy, Eirini Ntoutsi arXiv_AI arXiv_AI Pose Classification PDF
2022-01-04 Learning Complex Spatial Behaviours in ABM: An Experimental Observational Study Sedar Olmez, Dan Birks, Alison Heppenstall arXiv_AI arXiv_AI Reinforcement_Learning Action PDF
2022-01-04 Deep Reinforcement Learning Aske Plaat arXiv_AI arXiv_AI Reinforcement_Learning Attention Autonomous PDF
2022-01-04 C2-CRS: Coarse-to-Fine Contrastive Learning for Conversational Recommender System Yuanhang Zhou, Kun Zhou, Wayne Xin Zhao, Cheng Wang, Peng Jiang, He Hu arXiv_AI arXiv_AI Pose Contrastive_Learning Recommendation PDF
2022-01-04 Short Range Correlation Transformer for Occluded Person Re-Identification Yunbin Zhao, Songhao Zhu, Dongsheng Wang, Zhiwei Liang arXiv_AI arXiv_AI Transformer Reconstruction Person_Re-identification Enhancement Recognition Pose Face Action Relation Attention Re-identification CNN PDF
2022-01-04 Towards Understanding and Harnessing the Effect of Image Transformation in Adversarial Detection Hui Liu, Bo Zhao, Yuefeng Peng, Weidong Li, Peng Liu arXiv_AI arXiv_AI Review Adversarial Pose Detection Object_Detection PDF
2022-01-04 FROTE: Feedback Rule-Driven Oversampling for Editing Models Öznur Alkan, Dennis Wei, Massimiliano Matteti, Rahul Nair, Elizabeth M. Daly, Diptikalyan Saha arXiv_AI arXiv_AI Pose PDF
2022-01-04 FCNN: Five-point stencil CNN for solving reaction-diffusion equations Yongho Kim, Yongho Choi arXiv_AI arXiv_AI Pose Action PDF
2022-01-04 McXai: Local model-agnostic explanation as two games Yiran Huang, Nicole Schaal, Michael Hefenbrock, Yexu Zhou, Till Riedel, Likun Fang, Michael Beigl arXiv_AI arXiv_AI Reinforcement_Learning Classification PDF
2022-01-04 Graph Neural Networks for Double-Strand DNA Breaks Prediction XU Wang, Huan Zhao, Weiwei TU, Hao Li, Yu Sun, Xiaochen Bo arXiv_AI arXiv_AI Knowledge Pose Action Prediction PDF
2022-01-04 Learning Operators with Coupled Attention Georgios Kissas, Jacob Seidman, Leonardo Ferreira Guilhoto, Victor M. Preciado, George J. Pappas, Paris Perdikaris arXiv_AI arXiv_AI Pose Relation Attention Prediction PDF
2022-01-04 A integrating critic-waspas group decision making method under interval-valued q-rung orthogonal fuzzy enviroment Benting Wan, Shufen Zhou arXiv_AI arXiv_AI Pose PDF
2022-01-04 Modeling Users' Behavior Sequences with Hierarchical Explainable Network for Cross-domain Fraud Detection Yongchun Zhu, Dongbo Xi, Bowen Song, Fuzhen Zhuang, Shuai Chen, Xi Gu, Qing He arXiv_AI arXiv_AI Embedding Knowledge Pose Action Detection Inference Prediction PDF
2022-01-04 Aligning Domain-specific Distribution and Classifier for Cross-domain Classification from Multiple Sources Yongchun Zhu, Fuzhen Zhuang, Deqing Wang arXiv_AI arXiv_AI Unsupervised Pose Classification Deep_Learning Image_Classification PDF
2022-01-04 Multi-Representation Adaptation Network for Cross-domain Image Classification Yongchun Zhu, Fuzhen Zhuang, Jindong Wang, Jingwu Chen, Zhiping Shi, Wenjuan Wu, Qing He arXiv_AI arXiv_AI Pose Classification Image_Classification PDF
2022-01-04 MDFEND: Multi-domain Fake News Detection Qiong Nan, Juan Cao, Yongchun Zhu, Yanyan Wang, Jintao Li arXiv_AI arXiv_AI Pose Detection Attention PDF
2022-01-04 StyleM: Stylized Metrics for Image Captioning Built with Contrastive N-grams Chengxi Li, Brent Harrison arXiv_AI arXiv_AI Image_Caption Caption PDF
2022-01-04 Submix: Practical Private Prediction for Large-Scale Language Models Antonio Ginart, Laurens van der Maaten, James Zou, Chuan Guo arXiv_AI arXiv_AI Transformer Pose Action Language_Model Prediction PDF
2022-01-04 AI visualization in Nanoscale Microscopy Rajagopal A (1), Nirmala V (2), Andrew J (3), Arun Muthuraj Vedamanickam. ((1) Indian Institute of Technology Madras, (2) Queen Marys College, (3) Karunya Institute of Technology and Sciences. India) arXiv_AI arXiv_AI Classification Deep_Learning CNN Image_Classification PDF
2022-01-04 Neural Piecewise-Constant Delay Differential Equations Qunxi Zhu, Yifei Shen, Dongsheng Li, Wei Lin arXiv_AI arXiv_AI Pose PDF
2022-01-04 Integrating Human-in-the-loop into Swarm Learning for Decentralized Fake News Detection Xishuang Dong, Lijun Qian arXiv_AI arXiv_AI Pose Detection Inference PDF
2022-01-03 Adaptive Model Predictive Control of Wheeled Mobile Robots Nikhil Potu Surya Prakash, Tamara Perreault, Trevor Voth, Zejun Zhong arXiv_AI arXiv_AI PDF
2022-01-03 Modeling Human Driver Interactions Using an Infinite Policy Space Through Gaussian Processes Cem Okan Yaldiz, Yildiray Yildiz arXiv_AI arXiv_AI Pose Action Autonomous PDF
2022-01-03 Have I done enough planning or should I plan more? Ruiqi He, Yash Raj Jain, Falk Lieder arXiv_AI arXiv_AI Reinforcement_Learning PDF
2022-01-03 Execute Order 66: Targeted Data Poisoning for Reinforcement Learning Harrison Foley, Liam Fowl, Tom Goldstein, Gavin Taylor arXiv_AI arXiv_AI Reinforcement_Learning Action PDF
2022-01-03 Finding General Equilibria in Many-Agent Economic Simulations Using Deep Reinforcement Learning Michael Curry, Alexander Trott, Soham Phade, Yu Bai, Stephan Zheng arXiv_AI arXiv_AI Reinforcement_Learning Action Activity PDF
2022-01-03 Robust Semi-supervised Federated Learning for Images Automatic Recognition in Internet of Drones Zhe Zhang, Shiyao Ma, Zhaohui Yang, Zehui Xiong, Jiawen Kang, Yi Wu, Kejia Zhang, Dusit Niyato arXiv_AI arXiv_AI Recognition Pose Drone PDF
2022-01-03 Modeling Associative Reasoning Processes Ulrich Furbach, Claudia Schon, Marco Ragni arXiv_AI arXiv_AI Sparse Knowledge Pose PDF
2022-01-03 A Deeper Understanding of State-Based Critics in Multi-Agent Reinforcement Learning Xueguang Lyu, Andrea Baisero, Yuchen Xiao, Christopher Amato arXiv_AI arXiv_AI Reinforcement_Learning PDF
2022-01-03 A Comprehensive Survey on Radio Frequency Fingerprinting: Traditional Approaches, Deep Learning, and Open Challenges Anu Jagannath, Jithin Jagannath, Prem Sagar Pattanshetty Vasanth Kumar arXiv_AI arXiv_AI Review Pose Face Survey Deep_Learning Autonomous PDF
2022-01-03 Neural combinatorial optimization beyond the TSP: Existing architectures under-represent graph structure Matteo Boffa, Zied Ben Houidi, Jonatan Krolikowski, Dario Rossi arXiv_AI arXiv_AI Reinforcement_Learning Optimization Pose Action Autonomous PDF
2022-01-03 Feature Selection-based Intrusion Detection System Using Genetic Whale Optimization Algorithm and Sample-based Classification Amir Mojtahedi, Farid Sorouri, Alireza Najafi Souha, Aidin Molazadeh, Saeedeh Shafaei Mehr arXiv_AI arXiv_AI Optimization Pose Classification Detection PDF
2022-01-03 Asymptotic Convergence of Deep Multi-Agent Actor-Critic Algorithms Adrian Redder, Arunselvan Ramaswamy, Holger Karl arXiv_AI arXiv_AI Reinforcement_Learning Action PDF
2022-01-03 Swift and Sure: Hardness-aware Contrastive Learning for Low-dimensional Knowledge Graph Embeddings Kai Wang, Yu Liu, Quan Z. Sheng arXiv_AI arXiv_AI Embedding Knowledge Knowledge_Graph Pose Contrastive_Learning Attention Prediction PDF
2022-01-03 Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction Benjamin Hilprecht, Carsten Binnig arXiv_AI arXiv_AI Zero-Shot Few-Shot Prediction PDF
2022-01-03 Hybrid intelligence for dynamic job-shop scheduling with deep reinforcement learning and attention mechanism Yunhui Zeng, Zijun Liao, Yuanzhi Dai, Rong Wang, Xiu Li, Bo Yuan arXiv_AI arXiv_AI Reinforcement_Learning Represenation_Learning Knowledge Pose Face Action Attention PDF
2022-01-03 Open Geometry Prover Community Project Nuno Baeta (University of Coimbra, Portugal), Pedro Quaresma (CISUC, Department of Mathematics, University of Coimbra, Portugal) arXiv_AI arXiv_AI PDF
2022-01-03 Graph Neural Networks: a bibliometrics overview Abdalsamad Keramatfar, Mohadeseh Rafiee, Hossein Amirkhani arXiv_AI arXiv_AI Quantitative Attention CNN PDF
2022-01-03 KerGNNs: Interpretable Graph Neural Networks with Graph Kernels Aosong Feng, Chenyu You, Shiqiang Wang, Leandros Tassiulas arXiv_AI arXiv_AI Embedding Pose Classification CNN PDF
2022-01-03 Adaptive Memory Networks with Self-supervised Learning for Unsupervised Anomaly Detection Yuxin Zhang, Jindong Wang, Yiqiang Chen, Han Yu, Tao Qin arXiv_AI arXiv_AI Reconstruction Unsupervised Memory_Networks Self-Supervised Pose Detection CNN PDF
2022-01-03 D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation Yixuan Wu, Kuanlun Liao, Jintai Chen, Danny Z. Chen, Jinhong Wang, Honghao Gao, Jian Wu arXiv_AI arXiv_AI Transformer Segmentation 3D Pose Relation Attention GAN Medical CNN PDF
2022-01-03 Biometrics in the Time of Pandemic: 40% Masked Face Recognition Degradation can be Reduced to 2% Leonardo Queiroz, Kenneth Lai, Svetlana Yanushkevich, Vlad Shmerko arXiv_AI arXiv_AI Recognition Face Deep_Learning Face_Recognition PDF
2022-01-03 Two-level Graph Neural Network Xing Ai, Chengyu Sun, Zhihong Zhang, Edwin R Hancock arXiv_AI arXiv_AI Pose PDF
2022-01-02 Super-resolution in Molecular Dynamics Trajectory Reconstruction with Bi-Directional Neural Networks Ludwig Winkler, Klaus-Robert Müller, Huziel E. Sauceda arXiv_AI arXiv_AI Reconstruction Super_Resolution RNN Action Relation PDF
2022-01-02 The Introspective Agent: Interdependence of Strategy, Physiology, and Sensing for Embodied Agents Sarah Pratt, Luca Weihs, Ali Farhadi arXiv_AI arXiv_AI Action GAN PDF
2022-01-02 Toward Causal-Aware RL: State-Wise Action-Refined Temporal Difference Hao Sun arXiv_AI arXiv_AI Reinforcement_Learning Pose Action Relation Prediction PDF
2022-01-02 LSTM Architecture for Oil Stocks Prices Prediction Javad T. Firouzjaee, Pouriya Khaliliyan arXiv_AI arXiv_AI RNN Relation Prediction PDF
2022-01-02 Rxn Hypergraph: a Hypergraph Attention Model for Chemical Reaction Representation Mohammadamin Tavakoli, Alexander Shmakov, Francesco Ceccarelli, Pierre Baldi arXiv_AI arXiv_AI Action Deep_Learning Attention Prediction PDF
2022-01-02 Reinforcement Learning for Task Specifications with Action-Constraints Arun Raman, Keerthan Shagrithaya, Shalabh Bhatnagar arXiv_AI arXiv_AI Reinforcement_Learning Pose Action PDF
2022-01-02 Building Human-like Communicative Intelligence: A Grounded Perspective Marina Dubova arXiv_AI arXiv_AI Knowledge Review Pose Action Classification Image_Classification PDF
2022-01-01 The Parametric Cost Function Approximation: A new approach for multistage stochastic programming Warren B Powell, Saeed Ghadimi arXiv_AI arXiv_AI Optimization PDF
2022-01-01 Modelling Cournot Games as Multi-agent Multi-armed Bandits Kshitija Taywade, Brent Harrison, Adib Bagh arXiv_AI arXiv_AI Knowledge Pose Action PDF
2022-01-01 Interpretable Low-Resource Legal Decision Making Rohan Bhambhoria, Hui Liu, Samuel Dahan, Xiaodan Zhu arXiv_AI arXiv_AI Weakly_Supervised Deep_Learning PDF
2022-01-01 Joint Learning-Based Stabilization of Multiple Unknown Linear Systems Mohamad Kazem Shirani Faradonbeh, Aditya Modi arXiv_AI arXiv_AI Reinforcement_Learning Pose Attention PDF
2022-01-01 The GatedTabTransformer. An enhanced deep learning architecture for tabular modeling Radostin Cholakov, Todor Kolev arXiv_AI arXiv_AI Transformer Pose Classification Deep_Learning Relation Attention PDF
2022-01-01 IoT-based Route Recommendation for an Intelligent Waste Management System Mohammadhossein Ghahramani, Mengchu Zhou, Anna Molter, Francesco Pilla arXiv_AI arXiv_AI Pose Recommendation PDF
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2022-01-01 Distributed Evolution Strategies Using TPUs for Meta-Learning Alex Sheng, Derek He arXiv_AI arXiv_AI Pose Classification PDF
2021-12-31 Optimal Representations for Covariate Shift Yangjun Ruan, Yann Dubois, Chris J. Maddison arXiv_AI arXiv_AI Self-Supervised PDF
2021-12-31 Transformer Embeddings of Irregularly Spaced Events and Their Participants Chenghao Yang, Hongyuan Mei, Jason Eisner arXiv_AI arXiv_AI Transformer Embedding RNN Pose Attention Matching PDF
2021-12-31 Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments Abhiram Iyer, Karan Grewal, Akash Velu, Lucas Oliveira Souza, Jeremy Forest, Subutai Ahmad arXiv_AI arXiv_AI Reinforcement_Learning Sparse Pose Deep_Learning Prediction PDF
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2021-12-31 Fast Learning of MNL Model from General Partial Rankings with Application to Network Formation Modeling Jiaqi Ma, Xingjian Zhang, Qiaozhu Mei arXiv_AI arXiv_AI Pose PDF
2021-12-31 OWLOOP: A Modular API to Describe OWL Axioms in OOP Objects Hierarchies Luca Buoncompagni, Syed Yusha Kareem, Fulvio Mastrogiovanni arXiv_AI arXiv_AI Knowledge Pose Ontology Face PDF
2021-12-31 A Research Agenda for Artificial Intelligence in the Field of Flexible Production Systems Aljosha Köcher, René Heesch, Niklas Widulle, Anna Nordhausen, Julian Putzke, Alexander Windmann, Sven Vagt, Oliver Niggemann arXiv_AI arXiv_AI Pose Face PDF
2021-12-31 Shift-Equivariant Similarity-Preserving Hypervector Representations of Sequences Dmitri A. Rachkovskij arXiv_AI arXiv_AI Sparse Pose PDF
2021-12-31 Social Neuro AI: Social Interaction as the 'dark matter' of AI Samuele Bolotta, Guillaume Dumas arXiv_AI arXiv_AI Pose Action Attention PDF
2021-12-31 Settling the Bias and Variance of Meta-Gradient Estimation for Meta-Reinforcement Learning Bo Liu, Xidong Feng, Haifeng Zhang, Jun Wang, Yaodong Yang arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning Pose PDF
2021-12-31 An overview of the quantitative causality analysis and causal graph reconstruction based on a rigorous formalism of information flow X. San Liang arXiv_AI arXiv_AI Reconstruction Quantitative Relation Inference PDF
2021-12-31 TransLog: A Unified Transformer-based Framework for Log Anomaly Detection Hongcheng Guo, Xingyu Lin, Jian Yang, Yi Zhuang, Jiaqi Bai, Bo Zhang, Tieqiao Zheng, Zhoujun Li arXiv_AI arXiv_AI Transformer Knowledge Pose Detection PDF
2021-12-31 Robust Entropy-regularized Markov Decision Processes Tien Mai, Patrick Jaillet arXiv_AI arXiv_AI Reinforcement_Learning PDF
2021-12-31 Making AI 'Smart': Bridging AI and Cognitive Science Madhav Agarwal arXiv_AI arXiv_AI PDF
2021-12-31 Deep-learning-based upscaling method for geologic models via theory-guided convolutional neural network Nanzhe Wang, Qinzhuo Liao, Haibin Chang, Dongxiao Zhang arXiv_AI arXiv_AI 3D Pose Face Deep_Learning Relation CNN PDF
2021-12-31 Binary Diffing as a Network Alignment Problem via Belief Propagation Elie Mengin (SAMM), Fabrice Rossi (CEREMADE) arXiv_AI arXiv_AI Pose Matching PDF
2021-12-31 DeepVisualInsight: Time-Travelling Visualization for Spatio-Temporal Causality of Deep Classification Training Xianglin Yang, Yun Lin, Ruofan Liu, Zhenfeng He, Chao Wang, Jin Song Dong, Hong Mei arXiv_AI arXiv_AI Pose Classification Deep_Learning Prediction PDF
2021-12-31 Formal Verification of Unknown Dynamical Systems via Gaussian Process Regression John Jackson, Luca Laurenti, Eric Frew, Morteza Lahijanian arXiv_AI arXiv_AI Bert Action Autonomous PDF
2021-12-31 SimSR: Simple Distance-based State Representation for Deep Reinforcement Learning Hongyu Zang, Xin Li, Mingzhong Wang arXiv_AI arXiv_AI Reinforcement_Learning PDF
2021-12-31 What is Event Knowledge Graph: A Survey Saiping Guan, Xueqi Cheng, Long Bai, Fujun Zhang, Zixuan Li, Yutao Zeng, Xiaolong Jin, Jiafeng Guo arXiv_AI arXiv_AI Knowledge Knowledge_Graph Ontology Survey GAN Text_Generation Recommendation PDF
2021-12-30 Learning Agent State Online with Recurrent Generate-and-Test Amir Samani, Richard S. Sutton arXiv_AI arXiv_AI Reinforcement_Learning RNN Pose Prediction PDF
2021-12-30 Constraint Sampling Reinforcement Learning: Incorporating Expertise For Faster Learning Tong Mu, Georgios Theocharous, David Arbour, Emma Brunskill arXiv_AI arXiv_AI Reinforcement_Learning Knowledge Pose Relation Activity Recommendation PDF
2021-12-30 MORAL: Aligning AI with Human Norms through Multi-Objective Reinforced Active Learning Markus Peschl, Arkady Zgonnikov, Frans A. Oliehoek, Luciano C. Siebert arXiv_AI arXiv_AI Reinforcement_Learning Pose PDF
2021-12-30 Chatbot for fitness management using IBM Watson Sai Rugved Lola, Rahul Dhadvai, Wei Wang, Ting Zhu arXiv_AI arXiv_AI Pose QA Recommendation PDF
2021-12-30 From Behavioral Theories to Econometrics: Inferring Preferences of Human Agents from Data on Repeated Interactions Gali Noti arXiv_AI arXiv_AI Pose Action Inference PDF
2021-12-30 Aim in Climate Change and City Pollution Pablo Torres, Beril Sirmacek, Sergio Hoyas, Ricardo Vinuesa arXiv_AI arXiv_AI Review Pose PDF
2021-12-30 Bayesian Algorithms Learn to Stabilize Unknown Continuous-Time Systems Mohamad Kazem Shirani Faradonbeh, Mohamad Sadegh Shirani Faradonbeh arXiv_AI arXiv_AI Pose Action PDF
2021-12-30 Leveraging in-domain supervision for unsupervised image-to-image translation tasks via multi-stream generators Dvir Yerushalmi, Dov Danon, Amit H. Bermano arXiv_AI arXiv_AI Segmentation Unsupervised Semantic_Segmentation Regularization Knowledge Pose Detection PDF
2021-12-30 Deconfounded Training for Graph Neural Networks Yongduo Sui, Xiang Wang, Jiancan Wu, Xiangnan He, Tat-Seng Chua arXiv_AI arXiv_AI Relation Attention Prediction PDF
2021-12-30 ChunkFormer: Learning Long Time Series with Multi-stage Chunked Transformer Yue Ju, Alka Isac, Yimin Nie arXiv_AI arXiv_AI Transformer Pose Attention PDF
2021-12-30 An Efficient Federated Distillation Learning System for Multi-task Time Series Classification Huanlai Xing, Zhiwen Xiao, Rong Qu, Zonghai Zhu, Bowen Zhao arXiv_AI arXiv_AI Knowledge Pose Classification Matching PDF
2021-12-30 TextRGNN: Residual Graph Neural Networks for Text Classification Jiayuan Chen, Boyu Zhang, Yinfei Xu, Meng Wang arXiv_AI arXiv_AI Embedding Text_Classification Pose Classification Attention Language_Model PDF
2021-12-30 Does QA-based intermediate training help fine-tuning language models for text classification? Shiwei Zhang, Xiuzhen Zhang arXiv_AI arXiv_AI Text_Classification Classification Inference Language_Model QA PDF
2021-12-30 Deep Learning Interviews: Hundreds of fully solved job interview questions from a wide range of key topics in AI Shlomo Kashani, Amir Ivry arXiv_AI arXiv_AI Pose Deep_Learning GAN PDF
2021-12-30 Augmentative eXplanation and the Distributional Gap of Confidence Optimization Score Erico Tjoa, Hong Jing Khok, Tushar Chouhan, Guan Cuntai arXiv_AI arXiv_AI Optimization Salient Classification Prediction PDF
2021-12-30 Self Reward Design with Fine-grained Interpretability Erico Tjoa, Guan Cuntai arXiv_AI arXiv_AI Reinforcement_Learning Pose PDF
2021-12-30 A Lightweight and Accurate Spatial-Temporal Transformer for Traffic Forecasting Guanyao Li, Shuhan Zhong, Letian Xiang, S.-H. Gary Chan, Ruiyuan Li, Chih-Chieh Hung, Wen-Chih Peng arXiv_AI arXiv_AI Transformer Pose Prediction PDF
2021-12-30 Two Instances of Interpretable Neural Network for Universal Approximations Erico Tjoa, Guan Cuntai arXiv_AI arXiv_AI Pose QA PDF
2021-12-30 Confidence-Aware Multi-Teacher Knowledge Distillation Hailin Zhang, Defang Chen, Can Wang arXiv_AI arXiv_AI Knowledge Pose Prediction PDF
2021-12-30 Measuring and Sampling: A Metric-guided Subgraph Learning Framework for Graph Neural Network Jiyang Bai, Yuxiang Ren, Jiawei Zhang arXiv_AI arXiv_AI Pose PDF
2021-12-30 Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction Zhenguang Liu, Shuang Wu, Shuyuan Jin, Shouling Ji, Qi Liu, Shijian Lu, Li Cheng arXiv_AI arXiv_AI 3D RNN Pose Action Prediction PDF
2021-12-30 Soundness in Object-centric Workflow Petri Nets Irina A. Lomazova, Alexey A. Mitsyuk, Andrey Rivkin arXiv_AI arXiv_AI PDF
2021-12-30 Exploring the pattern of Emotion in children with ASD as an early biomarker through Recurring-Convolution Neural Network Abirami S P, Kousalya G, Karthick R arXiv_AI arXiv_AI RNN Emotion Face CNN Prediction PDF
2021-12-30 Knowledge intensive state design for traffic signal control Liang Zhang, Qiang Wu, Jianming Deng arXiv_AI arXiv_AI Reinforcement_Learning Knowledge Pose Attention PDF
2021-12-30 Contrastive Learning of Semantic and Visual Representations for Text Tracking Zhuang Li, Weijia Wu, Mike Zheng Shou, Jiahong Li, Size Li, Zhongyuan Wang, Hong Zhou arXiv_AI arXiv_AI Tracking Contrastive_Learning Relation Inference PDF
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2021-12-30 Brain Signals Analysis Based Deep Learning Methods: Recent advances in the study of non-invasive brain signals Almabrok Essa, Hari Kotte arXiv_AI arXiv_AI Deep_Learning PDF
2021-12-30 Automatic Mixed-Precision Quantization Search of BERT Changsheng Zhao, Ting Hua, Yilin Shen, Qian Lou, Hongxia Jin arXiv_AI arXiv_AI NAS Quantization Bert Knowledge Pose Language_Model PDF
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2021-12-30 Dense Depth Estimation from Multiple 360-degree Images Using Virtual Depth Seongyeop Yang, Kunhee Kim, Yeejin Lee arXiv_AI arXiv_AI Pose PDF
2021-12-30 Retrieving Black-box Optimal Images from External Databases Ryoma Sato arXiv_AI arXiv_AI Pose Recommendation PDF
2021-12-30 A Literature Review on Length of Stay Prediction for Stroke Patients using Machine Learning and Statistical Approaches Ola Alkhatib, Ayman Alahmar arXiv_AI arXiv_AI Review Survey Prediction PDF
2021-12-30 A Survey of Deep Learning Techniques for Dynamic Branch Prediction Rinu Joseph arXiv_AI arXiv_AI Survey Deep_Learning Prediction PDF
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2021-12-29 StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2 Ivan Skorokhodov, Sergey Tulyakov, Mohamed Elhoseiny arXiv_AI arXiv_AI Embedding Sparse Pose GAN PDF
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2021-12-29 Dynamic programming with partial information to overcome navigational uncertainty in a nautical environment Chris Beeler, Xinkai Li, Mark Crowley, Maia Fraser, Isaac Tamblyn arXiv_AI arXiv_AI PDF
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2021-12-29 HPRN: Holistic Prior-embedded Relation Network for Spectral Super-Resolution Chaoxiong Wu, Jiaojiao Li, Rui Song, Yunsong Li, Qian Du arXiv_AI arXiv_AI Transformer Reconstruction Super_Resolution Pose Action Relation CNN PDF
2021-12-29 Learning Higher-Order Programs without Meta-Interpretive Learning Stanisław J. Purgał, David M. Cerna, Cezary Kaliszyk arXiv_AI arXiv_AI PDF
2021-12-29 Isotuning With Applications To Scale-Free Online Learning Laurent Orseau, Marcus Hutter arXiv_AI arXiv_AI PDF
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2021-12-29 VDPC: Variational Density Peak Clustering Algorithm Yizhang Wang, Di Wang, You Zhou, Xiaofeng Zhang, Chai Quek arXiv_AI arXiv_AI Pose Autonomous PDF
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2021-12-29 Neural Myerson Auction for Truthful and Energy-Efficient Autonomous Aerial Data Delivery Haemin Lee, Sean Kwon, Soyi Jung, Joongheon Kim arXiv_AI arXiv_AI Surveillance Pose Deep_Learning Drone Autonomous PDF
2021-12-29 GPS: A Policy-driven Sampling Approach for Graph Representation Learning Tiehua Zhang, Yuze Liu, Xin Chen, Xiaowei Huang, Feng Zhu, Xi Zheng arXiv_AI arXiv_AI Embedding Represenation_Learning Pose Classification Relation Attention Recommendation PDF
2021-12-29 On some Foundational Aspects of Human-Centered Artificial Intelligence Luciano Serafini, Raul Barbosa, Jasmin Grosinger, Luca Iocchi, Christian Napoli, Salvatore Rinzivillo, Jacques Robin, Alessandro Saffiotti, Teresa Scantamburlo, Peter Schueller, Paolo Traverso, Javier Vazquez-Salceda arXiv_AI arXiv_AI Action Recommendation PDF
2021-12-29 ADAPQUEST: A Software for Web-Based Adaptive Questionnaires based on Bayesian Networks Claudio Bonesana, Francesca Mangili, Alessandro Antonucci arXiv_AI arXiv_AI PDF
2021-12-29 Challenges and approaches for mitigating byzantine attacks in federated learning Shengshan Hu, Jianrong Lu, Wei Wan, Leo Yu Zhang arXiv_AI arXiv_AI Pose PDF
2021-12-29 Explainability Is in the Mind of the Beholder: Establishing the Foundations of Explainable Artificial Intelligence Kacper Sokol, Peter Flach arXiv_AI arXiv_AI Knowledge Review PDF
2021-12-29 Baihe: SysML Framework for AI-driven Databases Andreas Pfadler, Rong Zhu, Wei Chen, Botong Huang, Tianjing Zeng, Bolin Ding, Jingren Zhou arXiv_AI arXiv_AI Optimization Relation PDF
2021-12-29 EiFFFeL: Enforcing Fairness in Forests by Flipping Leaves Seyum Assefa Abebe, Claudio Lucchese, Salvatore Orlando arXiv_AI arXiv_AI Pose PDF
2021-12-29 Artificial Intelligence and Statistical Techniques in Short-Term Load Forecasting: A Review Ali Bou Nassif, Bassel Soudan, Mohammad Azzeh, Imtinan Attilli, Omar AlMulla arXiv_AI arXiv_AI Review Prediction PDF
2021-12-29 Efficient Belief Space Planning in High-Dimensional State Spaces using PIVOT: Predictive Incremental Variable Ordering Tactic Khen Elimelech, Vadim Indelman arXiv_AI arXiv_AI SLAM Inference PDF
2021-12-29 Control Theoretic Analysis of Temporal Difference Learning Donghwan Lee arXiv_AI arXiv_AI Reinforcement_Learning Pose PDF
2021-12-29 Dense-to-Sparse Gate for Mixture-of-Experts Xiaonan Nie, Shijie Cao, Xupeng Miao, Lingxiao Ma, Jilong Xue, Youshan Miao, Zichao Yang, Zhi Yang, Bin Cui arXiv_AI arXiv_AI Transformer Sparse Pose PDF
2021-12-29 Repairing Adversarial Texts through Perturbation Guoliang Dong, Jingyi Wang, Jun Sun, Sudipta Chattopadhyay, Xinyu Wang, Ting Dai, Jie Shi, Jin Song Dong arXiv_AI arXiv_AI Adversarial Pose Detection Prediction PDF
2021-12-29 Self-Supervised Robustifying Guidance for Monocular 3D Face Reconstruction Hitika Tiwari, Min-Hung Chen, Yi-Min Tsai, Hsien-Kai Kuo, Hung-Jen Chen, Kevin Jou, K. S. Venkatesh, Yong-Sheng Chen arXiv_AI arXiv_AI Reconstruction 3D Self-Supervised Pose Face PDF
2021-12-29 Fake or Genuine? Contextualised Text Representation for Fake Review Detection Rami Mohawesh, Shuxiang Xu, Matthew Springer, Muna Al-Hawawreh, Sumbal Maqsood arXiv_AI arXiv_AI Transformer Review Pose Detection PDF
2021-12-29 Socially-Optimal Mechanism Design for Incentivized Online Learning Zhiyuan Wang, Lin Gao, Jianwei Huang arXiv_AI arXiv_AI Pose Action PDF
2021-12-28 Proceedings of the 13th International Conference on Automated Deduction in Geometry Predrag Janičić, Zoltán Kovács arXiv_AI arXiv_AI Pose PDF
2021-12-28 DeepAdversaries: Examining the Robustness of Deep Learning Models for Galaxy Morphology Classification Aleksandra Ćiprijanović, Diana Kafkes, Gregory Snyder, F. Javier Sánchez, Gabriel Nathan Perdue, Kevin Pedro, Brian Nord, Sandeep Madireddy, Stefan M. Wild arXiv_AI arXiv_AI Adversarial Survey Classification Deep_Learning Image_Compression PDF
2021-12-28 Uniform-in-Phase-Space Data Selection with Iterative Normalizing Flows Malik Hassanaly, Bruce A. Perry, Michael E. Mueller, Shashank Yellapantula arXiv_AI arXiv_AI Pose PDF
2021-12-28 Speedup deep learning models on GPU by taking advantage of efficient unstructured pruning and bit-width reduction Marcin Pietroń, Dominik Żurek arXiv_AI arXiv_AI Quantization Sparse Deep_Learning CNN PDF
2021-12-28 Beta-VAE Reproducibility: Challenges and Extensions Miroslav Fil, Munib Mesinovic, Matthew Morris, Jonas Wildberger arXiv_AI arXiv_AI Unsupervised Pose PDF
2021-12-28 Robust Convergence in Federated Learning through Label-wise Clustering Hunmin Lee, Yueyang Liu, Donghyun Kim, Yingshu Li arXiv_AI arXiv_AI Pose Quantitative PDF
2021-12-28 An AGM Approach to Revising Preferences Adrian Haret, Johannes P. Wallner arXiv_AI arXiv_AI Pose Action PDF
2021-12-28 AdaFocus V2: End-to-End Training of Spatial Dynamic Networks for Video Recognition Yulin Wang, Yang Yue, Yuanze Lin, Haojun Jiang, Zihang Lai, Victor Kulikov, Nikita Orlov, Humphrey Shi, Gao Huang arXiv_AI arXiv_AI Recognition Reinforcement_Learning Optimization Pose Activity Inference PDF
2021-12-28 GANISP: a GAN-assisted Importance SPlitting Probability Estimator Malik Hassanaly, Andrew Glaws, Ryan N. King arXiv_AI arXiv_AI Adversarial Pose GAN PDF
2021-12-28 Learning Logic Programs From Noisy Failures John Wahlig arXiv_AI arXiv_AI PDF
2021-12-28 Integrating Topic Models and Latent Factors for Recommendation Danis J. Wilson, Wei Zhang arXiv_AI arXiv_AI Recommendation PDF
2021-12-28 Mind Your Solver! On Adversarial Attack and Defense for Combinatorial Optimization Han Lu, Zenan Li, Runzhong Wang, Qibing Ren, Junchi Yan, Xiaokang Yang arXiv_AI arXiv_AI Optimization Adversarial PDF
2021-12-28 Skin feature point tracking using deep feature encodings Jose Ramon Chang, Torbjörn E.M. Nordling arXiv_AI arXiv_AI Tracking Pose Face CNN Matching PDF
2021-12-28 Towards continual task learning in artificial neural networks: current approaches and insights from neuroscience David McCaffary arXiv_AI arXiv_AI Gradient_Descent Recognition Knowledge Review Deep_Learning PDF
2021-12-28 Robustness and risk management via distributional dynamic programming Mastane Achab, Gergely Neu arXiv_AI arXiv_AI Reinforcement_Learning Action PDF
2021-12-28 Demand-Driven Asset Reutilization Analytics Abbas Raza Ali, Pitipong J. Lin arXiv_AI arXiv_AI Optimization Matching PDF
2021-12-28 Unsupervised Domain Adaptation for Constraining Star Formation Histories Sankalp Gilda, Antoine de Mathelin, Sabine Bellstedt, Guillaume Richard arXiv_AI arXiv_AI Unsupervised PDF
2021-12-28 Uncertainty Detection in EEG Neural Decoding Models Tiehang Duan, Zhenyi Wang, Sheng Liu, Sargur N. Srihari, Hui Yang arXiv_AI arXiv_AI Pose Face Deep_Learning Detection Prediction PDF
2021-12-28 Multilayer Graph Contrastive Clustering Network Liang Liu, Zhao Kang, Ling Tian, Wenbo Xu, Xixu He arXiv_AI arXiv_AI Embedding Self-Supervised Pose Attention PDF
2021-12-28 Towards Relatable Explainable AI with the Perceptual Process Wencan Zhang, Brian Y. Lim arXiv_AI arXiv_AI Recognition Salient Speech Pose Emotion Prediction PDF
2021-12-28 Efficient Performance Bounds for Primal-Dual Reinforcement Learning from Demonstrations Angeliki Kamoutsi, Goran Banjac, John Lygeros arXiv_AI arXiv_AI Reinforcement_Learning Optimization Pose PDF
2021-12-28 Relative velocity-based reward functions for crowd navigation of robots Xiaoqing Yang, Fei Li arXiv_AI arXiv_AI Reinforcement_Learning RNN Deep_Learning PDF
2021-12-28 A Moment in the Sun: Solar Nowcasting from Multispectral Satellite Data using Self-Supervised Learning Akansha Singh Bansal, Trapit Bansal, David Irwin arXiv_AI arXiv_AI RNN Memory_Networks Self-Supervised Action CNN PDF
2021-12-28 HiKonv: High Throughput Quantized Convolution With Novel Bit-wise Management and Computation Xinheng Liu, Yao Chen, Prakhar Ganesh, Junhao Pan, Jinjun Xiong, Deming Chen arXiv_AI arXiv_AI Quantization Pose CNN PDF
2021-12-28 Online Adversarial Distillation for Graph Neural Networks Can Wang, Zhe Wang, Defang Chen, Sheng Zhou, Yan Feng, Chun Chen arXiv_AI arXiv_AI Knowledge Adversarial Pose CNN Prediction PDF
2021-12-28 Improving Nonparametric Classification via Local Radial Regression with an Application to Stock Prediction Ruixing Cao, Akifumi Okuno, Kei Nakagawa, Hidetoshi Shimodaira arXiv_AI arXiv_AI Pose Classification Prediction PDF
2021-12-27 Improving Depth Estimation using Location Information Ahmed Zaitoon, Hossam El Din Abd El Munim, Hazem Abbas arXiv_AI arXiv_AI Self-Supervised Deep_Learning Autonomous PDF
2021-12-27 Two Sparsities Are Better Than One: Unlocking the Performance Benefits of Sparse-Sparse Networks Kevin Lee Hunter, Lawrence Spracklen, Subutai Ahmad arXiv_AI arXiv_AI Sparse CNN Inference PDF
2021-12-27 GPU-accelerated Faster Mean Shift with euclidean distance metrics Le You, Han Jiang, Jinyong Hu, Chorng Chang, Lingxi Chen, Xintong Cui, Mengyang Zhao arXiv_AI arXiv_AI Embedding Unsupervised Recognition Pose PDF
2021-12-27 HOPE: A Task-Oriented and Human-Centric Evaluation Framework Using Professional Post-Editing Towards More Effective MT Evaluation Serge Gladkoff, Lifeng Han arXiv_AI arXiv_AI PDF
2021-12-27 Transformer Uncertainty Estimation with Hierarchical Stochastic Attention Jiahuan Pei, Cheng Wang, György Szarvas arXiv_AI arXiv_AI Transformer Text_Classification Pose Classification Attention Medical Prediction PDF
2021-12-27 AU Dataset for Visuo-Haptic Object Recognition for Robots Lasse Emil R. Bonner, Daniel Daugaard Buhl, Kristian Kristensen, Nicolás Navarro-Guerrero arXiv_AI arXiv_AI Recognition PDF
2021-12-27 Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech Gaoussou Youssouf Kebe, Luke E. Richards, Edward Raff, Francis Ferraro, Cynthia Matuszek arXiv_AI arXiv_AI Recognition Speech Self-Supervised Action Speech_Recognition PDF
2021-12-27 BALanCe: Deep Bayesian Active Learning via Equivalence Class Annealing Renyu Zhang, Aly A. Khan, Robert L. Grossman, Yuxin Chen arXiv_AI arXiv_AI Pose Prediction PDF
2021-12-27 A Graph Attention Learning Approach to Antenna Tilt Optimization Yifei Jin, Filippo Vannella, Maxime Bouton, Jaeseong Jeong, Ezeddin Al Hakim arXiv_AI arXiv_AI Reinforcement_Learning Optimization Pose Action Attention PDF
2021-12-27 Multi-Image Visual Question Answering Harsh Raj, Janhavi Dadhania, Akhilesh Bhardwaj arXiv_AI arXiv_AI Embedding Bert Pose Action VQA Attention PDF
2021-12-27 Graph Collaborative Reasoning Hanxiong Chen, Yunqi Li, Shaoyun Shi, Shuchang Liu, He Zhu, Yongfeng Zhang arXiv_AI arXiv_AI Pose Relation Prediction Recommendation PDF
2021-12-27 HeteroQA: Learning towards Question-and-Answering through Multiple Information Sources via Heterogeneous Graph Modeling Shen Gao, Yuchi Zhang, Yongliang Wang, Yang Dong, Xiuying Chen, Dongyan Zhao, Rui Yan arXiv_AI arXiv_AI Transformer Knowledge Pose QA PDF
2021-12-27 Learn Layer-wise Connections in Graph Neural Networks Lanning Wei, Huan Zhao, Zhiqiang He arXiv_AI arXiv_AI NAS Pose PDF
2021-12-27 An EEG-based approach for Parkinson's disease diagnosis using Capsule network Shujie Wang, Gongshu Wang, Guangying Pei arXiv_AI arXiv_AI Pose Classification Attention PDF
2021-12-27 Semantic Characterizations of General Belief Base Revision Faiq Miftakhul Falakh, Sebastian Rudolph, Kai Sauerwald arXiv_AI arXiv_AI Knowledge Relation PDF
2021-12-27 FitAct: Error Resilient Deep Neural Networks via Fine-Grained Post-Trainable Activation Functions Behnam Ghavami, Mani Sadati, Zhenman Fang, Lesley Shannon arXiv_AI arXiv_AI Pose Inference Prediction PDF
2021-12-27 Adversarial Attack for Asynchronous Event-based Data Wooju Lee, Hyun Myung arXiv_AI arXiv_AI Point_Cloud 3D Adversarial