HOLa achieves state-of-the-art zero-shot human-object interaction detection on HICO-DET by low-rank decomposing VLM text features and using LLM-generated action descriptions to regularize weight adaptation.
Detecting human-object interactions via functional generalization
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HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation
HOLa achieves state-of-the-art zero-shot human-object interaction detection on HICO-DET by low-rank decomposing VLM text features and using LLM-generated action descriptions to regularize weight adaptation.