Preprint
Oct 2026
TiTok: Audio-Visual LLM for Multi-Segment Temporal Grounding
Audio-visual multi-segment grounding (AV-MSG) in untrimmed videos, reasoning over audio-visual evidence and predicting multiple segments for a query, is a fundamental problem but remains challenging. Visual-only models overlook complementary acoustic cues, while audio-visual models often fail to calibrate the number of...
Eunji Shin, Dahyun Choi, Seungyeon Jo et al.
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