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Dynin-Robotics: Omnimodal Unified Diffusion Vision-Language-Action Model

Paper recorded by Signals 4 on 2026-09-11 in cs.AI. Abstract reproduced from arXiv; link to the original below.

Published 2026-09-11 on arXiv · recorded by Signals 4 on 2026-09-14

Category: cs.AI · 人工智能 · first seen 2026-09-14

Abstract

Visual goal and dynamics prediction can provide language-conditioned robot policies with both a target outcome and a representation of action-dependent scene changes. We bring these predictions into action generation and selection through a shared trajectory model. Dynin-Robotics implements this formulation on Dynin-Omni, an omnimodal masked-diffusion backbone, representing language, visual observ

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#91 most recent of 300 cs.AI papers we have recorded · ↑ newer: Anchoring Clinical Events in Time: UID-Preserving Multimodal Reconstru · ↓ older: Diffusion Models and Concept Formation
Cite this page: Dynin-Robotics: Omnimodal Unified Diffusion Vision-Language-Action Model: the #91 most recent of 300 cs.AI papers we have recorded (as of 2026-09-11). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/dynin-robotics-omnimodal-unified-diffusion-vision-language-action-model.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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