Domain Shift

PHI: Bridging Domain Shift in Long-Term Action Quality Assessment via Progressive Hierarchical Instruction
Long-term Action Quality Assessment (AQA) aims to evaluate the quantitative performance of actions in long videos. However, existing …
Kanglei Zhou, Hubert P. H. Shum, Frederick W. B. Li, Xingxing Zhang, Xiaohui Liang
Posted May 27, 2025 Journal article TIP 2025
PDF Cite DOI GitHub arXiv
PHI: Bridging Domain Shift in Long-Term Action Quality Assessment via Progressive Hierarchical Instruction
CoFInAl: Enhancing Action Quality Assessment with Coarse-to-Fine Instruction Alignment
Action Quality Assessment (AQA) is pivotal for quantifying actions across domains like sports and medical care. Existing methods often …
Kanglei Zhou, Junlin Li, Ruizhi Cai, Liyuan Wang, Xinxing Zhang, Xiaohui Liang
Posted Apr 18, 2024 Conference paper IJCAI 2024
PDF Cite DOI GitHub arXiv
CoFInAl: Enhancing Action Quality Assessment with Coarse-to-Fine Instruction Alignment