2026
Semantic Noise Reduction via Teacher-Guided Dual-Path Audio-Visual Representation Learning
CVPR 2026
Recent advances in audio-visual representation learning have shown the value of combining contrastive alignment with masked reconstruction. However, jointly optimizing these objectives in a single forward pass forces the contrastive branch to rely on randomly visible patches designed for reconstruct