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LeAVJEPA: A Minimalist Architecture for Audio-Visual Self-Supervised Learning

Robson, Benjamin et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognitionmachine-learning
Prior audio-visual self-supervised learning methods rely on mechanisms such as EMA target encoders, prediction heads, reconstruction decoders, and contrastive losses. We introduce LeAVJEPA, the first audio-visual encoder trained under LeJEPA's collapse-free objective. A single early-fusion Vision Tr
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