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Yangcheng Yu

2 accepted papers

2026

PAM: A Pose-Appearance-Motion Engine for Sim-to-Real HOI Video Generation

CVPR 2026

Hand-object interaction (HOI) reconstruction and synthesis are becoming central to embodied AI and AR/VR. Yet, despite rapid progress, existing HOI generation research remains fragmented across three disjoint tracks: (1) pose-only synthesis that predicts MANO trajectories without producing pixels; (

Cited by 0SourcecodeScholar
2025

Impromptu VLA: Open Weights and Open Data for Driving Vision-Language-Action Models

NeurIPS 2025poster

Vision-Language-Action (VLA) models for autonomous driving show promise but falter in unstructured corner case scenarios, largely due to a scarcity of targeted benchmarks. To address this, we introduce Impromptu VLA. Our core contribution is the Impromptu VLA Dataset: over 80,000 meticulously curate…

Cited by 0SourcecodeScholar