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.
Siglip 2: Multilingual vision-language encoders with improved semantic understanding, localization, and dense features, 2025
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
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.