Qiyi Wang

CausalVTG: Towards Robust Video Temporal Grounding via Causal Inference

Video Temporal Grounding (VTG) aims to localize relevant segments in untrimmed videos based on natural language queries and has seen notable progress in recent years. However, most existing methods suffer from two critical limitations. First, they are prone to learning superficial co-occurrence pat…