Study Examines Scaling a Shared SigLIP2 Encoder Across Image, Video, and Audio
A new arXiv paper explores when a single shared SigLIP2 encoder can serve image, video, audio, and audio-visual representations, instead of training separate encoders per modality.
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- 2026-11-05 05:00 · arXiv cs.CV
When Does Sharing Work? Scaling a Shared SigLIP2 Across Image, Video, Audio, and Audio-Visual Representations