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Yujia Shi

3 accepted papers

2026

Beyond Skeletons: Learning Animation Directly from Driving Videos with Same2X Training Strategy

ICLR 2026poster

Human image animation aims to generate a video from a static reference image, guided by pose information extracted from a driving video. Existing approaches often rely on pose estimators to extract intermediate representations, but such signals are prone to errors under occlusion or complex poses. B…

Cited by 0Source ↗code ↗Scholar ↗
2026

EgoTactile: Learning Grasp Pressure for Everyday Objects from Egocentric Video

ICML 2026spotlight

Estimating full-hand grasp pressure from egocentric video is critical for immersive VR and robotic manipulation, yet dense tactile sensing often relies on intrusive hardware. Existing vision-based methods predominantly rely on planar surfaces or fingertip contacts, failing to generalize to complex 3…

Cited by 0Source ↗code ↗Scholar ↗
2020

Not only Look, but also Listen: Learning Multimodal Violence Detection under Weak Supervision

ECCV 2020poster

but also Listen: Learning Multimodal Violence Detection under Weak Supervision","Violence detection has been studied in computer vision for years. However, previous work are either superficial, e.g., classification of short-clips, and the single scenario, or undersupplied, e.g., the single modality,…