一作CVPR 2026Poster· Computer Vision & Pattern Recognition
Decompose and Transfer: CoT-Prompting Enhanced Alignment for Open-Vocabulary Temporal Action Detection
Sa Zhu · Wanqian Zhang · Lin Wang · Xiaohua Chen · Chenxu Cui · Jinchao Zhang · Bo Li
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Sa Zhu · Wanqian Zhang · Lin Wang · Xiaohua Chen · Chenxu Cui · Jinchao Zhang · Bo Li
Chenxu Cui · Lin Shen · Haihui Fan · Sa Zhu · Feifei Dai · Bo Li
Retrieval-Augmented Generation (RAG) techniques have emerged as a promising direction to merge the non-parametric knowledge into Large Language Models (LLMs), thereby alleviating factual errors, hallucinations and outdated knowledge. Existing RAG methods, which append multiple retrieved documents...
Sa Zhu · Wanqian Zhang · Lin Wang · Jinchao Zhang · Cong Wang (Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences) · Bo Li
Open-Vocabulary Temporal Action Detection (OV-TAD) aims to localize and classify action segments of unseen categories in untrimmed videos, where effective alignment between action semantics and video representations is critical for accurate detection. However, existing methods struggle to mitigat...