A video-text retrieval method that automatically generates and selects multi-perspective video captions with a prompt-optimized multimodal LLM and a mixture-of-experts module, reporting state-of-the-art performance on MSR-VTT, MSVD, and DiDeMo.
Clip-vip: Adapting pre-trained image-text model to video-language representation alignment,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
Expertized Caption Auto-Enhancement for Video-Text Retrieval
A video-text retrieval method that automatically generates and selects multi-perspective video captions with a prompt-optimized multimodal LLM and a mixture-of-experts module, reporting state-of-the-art performance on MSR-VTT, MSVD, and DiDeMo.