2026
LEARNING WHAT TO HEAR: BOOSTING SOUND-SOURCE ASSOCIATION FOR ROBUST AUDIOVISUAL INSTANCE SEGMENTATION
ICASSP 2026poster
Audiovisual instance segmentation (AVIS) requires accurately localizing and tracking sounding objects throughout video sequences. Existing methods suffer from visual bias stemming from two fundamental issues: uniform additive fusion prevents queries from specializing to different sound sources, whil…