2025
SAGE: A Unified Framework for Generalizable Object State Recognition with State-Action Graph Embedding
NeurIPS 2025oral
Recognizing the physical states of objects and their transformations within videos is crucial for structured video understanding and enabling robust real-world applications, such as robotic manipulation. However, pretrained vision-language models often struggle to capture these nuanced dynamics and…