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Showing papers from College of Computing and Data Science, Nanyang Technological University Show all papers

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Ensuring Deployment-Time Safety of Neural Network Controlled Systems via Localized Certificate Repair

Xiaoyang Lv, Peixin Wang, Jianhao Bai, Bai Xue and 2 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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lenient 1/5
medium 0/10
strict 0/5
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The Surprising Effectiveness of Video Diffusion Models for Hand Motion Reconstruction

ViDiHand leverages pretrained video diffusion models to reconstruct 4D hand poses directly from full egocentric video without detectors, substantially outperforming prior methods on ARCTIC, HOT3D, and HOI4D.

Yuxi Wang, Chengkai Jin, Yufei Liu, Wenqi Ouyang and 5 more

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026 · ▲ 9 on Hugging Face · Code ★ 187

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AI panel: 16 of 20 reviewers recommend it
lenient 5/5
medium 8/10
strict 3/5