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Tianrui Hui

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Preprint Aug 2026

Acoustically Grounded Cost Learning for Open-Vocabulary Audio-Visual Semantic Segmentation

A novel Acoustically Grounded Cost Learning (AGCL) framework is proposed to transform the static, audio-agnostic visual-text priors into dynamic, audio-grounded cost representations and significantly outperforms previous state-of-the-art approaches, particularly on unseen categories.

Tianrui Hui, Shao-Fei Huang, Qi-Song Han et al. · 0 citations

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