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News/AV-JEPA: Extending LeJEPA to Audio-Visual Self-Supervised Learning
arxiv
PublishedJuly 20, 2026 at 4:00 AM

AV-JEPA: Extending LeJEPA to Audio-Visual Self-Supervised Learning

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arXiv:2607.15295v1 Announce Type: cross Abstract: We present AV-JEPA, an elegant multimodal extension of LeJEPA to audio-visual self-supervised learning. Using an early-fusion Vision Transformer and modality dropout as masking, the model is trained to align the embeddings of global and per-modality

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