AVEX-Prune is an RL-based audio-visual token pruning method using modality exchange that maintains near-full performance at 40% token retention on VILA 1.5-8B and VideoLLaMA 2.
AIHCIR (2025)
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Audio-Visual Exchange-Aware Token Pruning for Efficient Audio-Visual Captioning
AVEX-Prune is an RL-based audio-visual token pruning method using modality exchange that maintains near-full performance at 40% token retention on VILA 1.5-8B and VideoLLaMA 2.