Shuxian Wang — accepted AI-conference papers

2025

Prelude echoes Finale: Video Domain Adaptation with Fine-grained Temporal Consistency

Shuxian Wang, Mengmeng Jing, Xianlong Tian, Yuguo Hu, Lin Zuo

ICASSP 2025accepted

The prelude and finale of one video usually share similar themes and content, with the finale often echoing or deepening the concepts introduced in the prelude. This temporal correlation enhances the understanding of video content. Existing video domain adaptation methods, however, ignore this fine-…

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2024

Leveraging Near-Field Lighting for Monocular Depth Estimation from Endoscopy Videos

Akshay Paruchuri*, Samuel Ehrenstein, Shuxian Wang, Inbar Fried, Stephen Pizer, Marc Niethammer +1

ECCV 2024poster

"Monocular depth estimation in endoscopy videos can enable assistive and robotic surgery to obtain better coverage of the organ and detection of various health issues. Despite promising progress on mainstream, natural image depth estimation, techniques perform poorly on endoscopy images due to a lac…

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