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cs.CV2026
PhysInOne: Visual Physics Learning and Reasoning in One Suite
Siyuan Zhou, Hejun Wang, Hu Cheng +36
We present PhysInOne, a large-scale synthetic dataset addressing the critical scarcity of physically-grounded training data for AI systems. Unlike existing datasets limited to mere…
cs.CV2025
Language-driven Description Generation and Common Sense Reasoning for Video Action Recognition
Xiaodan Hu, Chuhang Zou, Suchen Wang +2
Recent video action recognition methods have shown excellent performance by adapting large-scale pre-trained language-image models to the video domain. However, language models con…
cs.CV2024
Direct and Explicit 3D Generation from a Single Image
Haoyu Wu, Meher Gitika Karumuri, Chuhang Zou +4
Current image-to-3D approaches suffer from high computational costs and lack scalability for high-resolution outputs. In contrast, we introduce a novel framework to directly genera…