Action Quality Assessment

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2 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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  1. Strategic Multi-Agent Learning for Interpretable Action Valuation of All Players in Football

    Oct 5, 2026Kenjiro Ide, Taiga Someya, Kohei Kawaguchi +1Sequential Decision MakingInterpretability in RL

    Graduate School of Informatics, Nagoya University, Nagoya, Japan. · Graduate School of Arts and Sciences, The University of Tokyo, Tokyo, Japan. · Department of Economics, The Hong Kong University of Science and Technology, Hong Kong, China. +1

  2. Impact of Patient Orientation in Single- and Multi-View Camera Environments for AI-based Rehabilitation Monitoring

    Sep 28, 2026Miriama Jánošová, Andreas Lang, Petra Budikova +13D Human Pose EstimationHuman Pose Estimation

    Faculty of Informatics, Masaryk University, Brno, Czech Republic · TU Dortmund University, Dortmund, Germany · VisionCraft, Brno, Czech Republic

  3. Can Vision-Language Models Judge Olympic Diving? From Reasoning to Scores in Zero-Shot Action Quality Assessment

    Sep 16, 2026Henry O. Velesaca, David Freire-Obregon, Luigi Miranda +1VLM EvaluationAction Quality Assessment

    ESPOL Polytechnic University, Campus Gustavo Galindo, Guayaquil, Ecuador · Software Engineering Department, Research Center for Information and Communication Technologies (CITIC-UGR), University of Granada, 18071, Granada, Spain · SIANI, Universidad de Las Palmas de Gran Canaria, Spain +1

  4. H-VAEP and H-xT: Valuing Offensive On-the-Ball Actions in Handball by Estimating Probabilities

    Aug 13, 2026Julius Broermann, Oliver Müller, Michael Döring +1Action Quality Assessment

    Paderborn University, Paderborn, Germany · SG Flensburg-Handewitt, Flensburg, Germany

  5. FitAQA: A Benchmark of Fitness Action Quality Assessment for Multimodal Large Language Models

    Aug 9, 2026Kaili Zheng, Kaiwen Wang, Xun Zhu +3Multimodal Large Language ModelsAction Quality Assessment

    Department of Electronic Engineering, Tsinghua University · Xinjiang Region Sports Science Research Center · College of AI, Tsinghua University +1

  6. PhaseAware: Interpretable Human-in-the-Loop Rehabilitation Scoring with Boundary Monitoring

    Jul 22, 2026Yankai Zheng, Yuhe Liu, Yuxin Ma +8Interpretable MLHuman-in-the-Loop Evaluation

    Department of Medical Imaging, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China · Faculty of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, 710049, China · School of Future Technology, Xi'an Jiaotong University, Xi'an, 710049, China +2

  7. MoAKE: Toward Unified All-in-One Action Quality Assessment via Mixture of Action Knowledge Experts

    Jul 22, 2026Huangbiao Xu, Huanqi Wu, Xiao Ke +3Mixture-of-Experts ModelsAction Quality Assessment

    Fujian Provincial Key Laboratory of Networking Computing and Intelligent Information Processing, College of Computer and Data Science, Fuzhou University, Fuzhou 350108, China · Engineering Research Center of Big Data Intelligence, Ministry of Education, Fuzhou 350108, China · School of Intelligence Science and Technology, University of Science and Technology Beijing, Beijing 100083, China

  8. Quality Action Assurance: Multimodal Verification of Examiner Claims in VR OSCEs

    Jul 21, 2026Harry Rogers, Sally Shiels, Ashley Tomlinson +5Claim VerificationAction Quality Assessment

    Department of Engineering Science, University of Oxford, Oxford, UK · Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK · Department for Continuing Education, University of Oxford, Oxford, UK

  9. Two-Stage Multi-Modal Fusion with Adaptive Alignment for Action Quality Assessment

    Jul 8, 2026Kanglei Zhou, Ruizhi Cai, Xinning Wang +4Multimodal RobustnessCross-Modal Alignment

    Dept. of Psychological and Cognitive Sciences, Tsinghua University, Beijing, China · State Key Lab of Virtual Reality Technology and Systems, Beihang University, Beijing, China · Dept. of Rheumatology and Immunology, Children’s Hospital, Capital Institute of Pediatrics, Beijing, China

  10. Cross-view Multimodal Vision-Based Assessment Framework for Traditional Chinese Medicine Rehabilitation Training

    Jun 26, 2026Francis Xiatian Zhang, Hao Yao, Shengxuan Chen +4Multimodal RobustnessHealthcare

    Department of Computer Science, Durham University, UK · Institute for Regeneration and Repair, The University of Edinburgh, UK · Ningbo Hospital of Traditional Chinese Medicine, Ningbo, China +2

  11. Latent Visual Diffusion Reasoning with Monte Carlo Tree Search

    Jun 26, 2026Xirui Teng, Nan Xi, Junsong YuanLatent Visual ReasoningVisually Grounded Reasoning

    Beijing Jiaotong University, Beijing, China · Virginia Commonwealth University, Richmond VA, USA · University at Buffalo, Buffalo NY, USA

  12. MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment

    May 9, 2026Qiqi Li, Pengfei Wang, Hongyu Chen +1Multimodal FusionAction Quality Assessment

    Qiushi Academy for Advanced Studies (QAAS), Zhejiang University, Hangzhou, Zhejiang, 310007, China · College of Computer Science and Technology, Zhejiang University, Hangzhou, Zhejiang, 310007, China · School of Software Technology, Zhejiang University, Hangzhou, Zhejiang, 310007, China +3

  13. Parameter-Efficient Multi-View Proficiency Estimation: From Discriminative Classification to Generative Feedback

    May 5, 2026Edoardo Bianchi, Antonio LiottaMulti-View LearningAction Quality Assessment

    Faculty of Engineering, Free University of Bozen-Bolzano, Bozen-Bolzano, Italy

  14. LIMSSR: LLM-Driven Sequence-to-Score Reasoning under Training-Time Incomplete Multimodal Observations

    May 1, 2026Huangbiao Xu, Huanqi Wu, Xiao Ke +1Missing-Modality LearningMultimodal Reasoning

    Fujian Provincial Key Laboratory of Networking Computing and Intelligent Information Processing, College of Computer and Data Science, Fuzhou University, Fuzhou 350108, China · Engineering Research Center of Big Data Intelligence, Ministry of Education, Fuzhou 350108, China · Wangxuan Institute of Computer Technology, Peking University, Beijing 100871, China

  15. Continual Action Quality Assessment via Adaptive Manifold-Aligned Graph Regularization

    Oct 8, 2025Kanglei Zhou, Qingyi Pan, Xingxing Zhang +4Continual LearningAction Quality Assessment

    Department of Psychological and Cognitive Sciences, Tsinghua University, Beijing 100084, China · Department of Statistics and Data Science, Tsinghua University, Beijing 100084, China · Department of Computer Science and Technology, Institute for AI, BNRist Center, Tsinghua-Bosch Joint ML Center, THBI Lab, Tsinghua University +3

  16. Domain Knowledge-Informed Self-Supervised Representations for Workout Form Assessment

    Feb 28, 2022Paritosh Parmar, Amol Gharat, Helge RhodinContrastive LearningAction Quality Assessment

    University of British Columbia · FlexAI Inc.