Author

Woojin Jun

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Jul 2026

Mitigating Modality and Language-Style Gaps for Zero-Shot Video Moment Retrieval

This work proposes Self-SiMS, a self-similarity-based Moment Proposal and Scoring that exploits intrinsic relationships within videos, enabling robust span generation and scoring and introduces a query-aware MLLM-based reasoning stage to further sharpen alignment between text and video.

Jihyun Lee, Cheol-Ho Cho, Woojin Jun et al. · arXiv.org · 0 citations