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Korea Advanced Institute of Science and Technology (KAIST)
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Achieve state-of-the-art robotic manipulation with a model orders of magnitude smaller than VLAs by explicitly aligning kinematic and semantic transitions.
No training needed: ARAM dynamically adjusts retrieved context guidance in masked diffusion models based on signal quality, resolving retrieval-prior conflicts on the fly.
