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OneVision-Encoder: Codec-Aligned Sparsity as a Foundational Principle for Multimodal Intelligence
OneVision-Encoder applies codec-aligned sparsity to video, processing only high-entropy regions to outperform dense backbones with fewer tokens. It achieves 4.1% higher video accuracy than Qwen3-ViT across 16 benchmarks.
Paris Poster Session 5, Fri, Dec 11, 11:30 AM–1:30 PM, Paris Poster Hall · Published 2026 · ▲ 52 on Hugging Face · Code ★ 403
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AI panel: 12 of 20 reviewers recommend it
lenient 4/5
medium 7/10
strict 1/5