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20222026
most citedPETAL: Physics Emulation Through Averaged Linearizations for Solving Inverse Problems

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cs.CV2025

MASS: Motion-Aware Spatial-Temporal Grounding for Physics Reasoning and Comprehension in Vision-Language Models

Xiyang Wu, Zongxia Li, Jihui Jin +7

Vision Language Models (VLMs) perform well on standard video tasks but struggle with physics-related reasoning involving motion dynamics and spatial interactions. We present a nove…