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
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...