Omni-Encoder unifies visual and audio encoding at symmetrical 25 fps using a Transformer with three new components, yielding gains on fine-grained motion tasks while matching baselines on audio-visual benchmarks.
Onevision-encoder: Codec-aligned sparsity as a foundational principle for multimodal intelligence
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OmniEncoder: See, Hear, and Feel Continuous Motion Like Humans With One Encoder
Omni-Encoder unifies visual and audio encoding at symmetrical 25 fps using a Transformer with three new components, yielding gains on fine-grained motion tasks while matching baselines on audio-visual benchmarks.