Dual-Pathway Diffusion for Hand Correction in Synthetic Portraits: Global Context Aware and Local Structure Refinement.

@inproceedings{cao-2026-dualpathway, author = {Yushe Cao and Luoxi Jing and Yuanze Wang and Dianxi Shi and Chun Yu and Junliang Xing}, editor = {Stevan Rudinac and Zi Huang and Marcel Worring and Lucia Vadicamo and Xirong Li and Pascal Mettes and Lizi Liao}, title = {{Dual-Pathway Diffusion for Hand Correction in Synthetic Portraits: Global Context Aware and Local Structure Refinement}}, booktitle = {{Proceedings of the 2026 International Conference on Multimedia Retrieval, ICMR 2026, Amsterdam, The Netherlands, June 16-19, 2026}}, pages = {1899--1907}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805622.3810659}, doi = {https://doi.org/10.1145/3805622.3810659} }