3 papers
cs.CV2025
Interaction-Centric Knowledge Infusion and Transfer for Open-Vocabulary Scene Graph Generation
Lin Li, Chuhan Zhang, Dong Zhang +3
Open-vocabulary scene graph generation (OVSGG) extends traditional SGG by recognizing novel objects and relationships beyond predefined categories, leveraging the knowledge from pr…
cs.CV2025
Relation-R1: Progressively Cognitive Chain-of-Thought Guided Reinforcement Learning for Unified Relation Comprehension
Lin Li, Wei Chen, Jiahui Li +2
Recent advances in multi-modal large language models (MLLMs) have significantly improved object-level grounding and region captioning. However, they remain limited in visual relati…
cs.CV2025
Taking A Closer Look at Interacting Objects: Interaction-Aware Open Vocabulary Scene Graph Generation
Lin Li, Chuhan Zhang, Dong Zhang +3
Today's open vocabulary scene graph generation (OVSGG) extends traditional SGG by recognizing novel objects and relationships beyond predefined categories, leveraging the knowledge…