Author

Jihoon Lee

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Jul 2026

Distribution-Alignment Bridge for Uncertainty-Aware Text-to-Video Retrieval

This paper proposes the Distribution-Alignment Bridge (DAB), a framework that reconceptualizes text-to-video retrieval as a distribution alignment task rather than traditional deterministic point matching, and introduces a distribution-aware contrastive loss based on Kullback-Leibler divergence.

Kyeongmo Chae, Jihoon Lee, Sangtae Ahn · arXiv.org · 0 citations