HOMEto discoverJOINING USto achievePUBLICATIONSto innovateGRANTSto establishACTIVITIESto engagePEOPLEto collaborateTEACHINGto inspireCONTACTSto explore

CaFlow: Enhancing Long-Term Action Quality Assessment with Causal Counterfactual Flow

Ruisheng Han, Kanglei Zhou, Shuang Chen, Amir Atapour-Abarghouei and Hubert P. H. Shum
Proceedings of the 2026 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2026

   H5-Index: 131# Core A Conference‡ 

CaFlow: Enhancing Long-Term Action Quality Assessment with Causal Counterfactual Flow
‡ According to Core Ranking 2023
# According to Google Scholar 2025

Abstract

Downloads

PaperPaperPaperPaperPaperPaperPaperPaper
Paper (4.8MB)

YouTube

Cite This Research

Plain Text

 

Ruisheng Han, Kanglei Zhou, Shuang Chen, Amir Atapour-Abarghouei and Hubert P. H. Shum, "CaFlow: Enhancing Long-Term Action Quality Assessment with Causal Counterfactual Flow," in Proceedings of the 2026 IEEE/CVF Winter Conference on Applications of Computer Vision, 2026.

BibTeX

 

@inproceedings{han26caflow,
 author={Han, Ruisheng and Zhou, Kanglei and Chen, Shuang and Atapour-Abarghouei, Amir and Shum, Hubert P. H.},
 booktitle={Proceedings of the 2026 IEEE/CVF Winter Conference on Applications of Computer Vision},
 title={CaFlow: Enhancing Long-Term Action Quality Assessment with Causal Counterfactual Flow},
 year={2026},
}

RIS

 

TY  - CONF
AU  - Han, Ruisheng
AU  - Zhou, Kanglei
AU  - Chen, Shuang
AU  - Atapour-Abarghouei, Amir
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2026 IEEE/CVF Winter Conference on Applications of Computer Vision
TI  - CaFlow: Enhancing Long-Term Action Quality Assessment with Causal Counterfactual Flow
PY  - 2026
ER  - 

Supporting Grants

Similar Research

Ruisheng Han, Kanglei Zhou, Amir Atapour-Abarghouei, Xiaohui Liang and Hubert P. H. Shum, "FineCausal: A Causal-Based Framework for Interpretable Fine-Grained Action Quality Assessment", Proceedings of the 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2025
Kanglei Zhou, Hubert P. H. Shum, Frederick W. B. Li, Xingxing Zhang and Xiaohui Liang, "PHI: Bridging Domain Shift in Long-Term Action Quality Assessment via Progressive Hierarchical Instruction", IEEE Transactions on Image Processing (TIP), 2025
Kanglei Zhou, Yue Ma, Hubert P. H. Shum and Xiaohui Liang, "Hierarchical Graph Convolutional Networks for Action Quality Assessment", IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023
Kanglei Zhou, Liyuan Wang, Xingxing Zhang, Hubert P. H. Shum, Frederick W. B. Li, Jianguo Li and Xiaohui Liang, "MAGR: Manifold-Aligned Graph Regularization for Continual Action Quality Assessment", Proceedings of the 2024 European Conference on Computer Vision (ECCV), 2024
HomeGoogle ScholarYouTubeLinkedInTwitter/XGitHubORCIDResearchGateEmail
 
Print