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Audit: Navigation - Yuni Wu and Jimmy Tran#57

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Audit: Navigation - Yuni Wu and Jimmy Tran#57
jt7347 wants to merge 5 commits intomainfrom
audit/yuni-wyx-jt7347-navigation

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@jt7347 jt7347 commented Feb 10, 2026

Pull request for draft of paper audit on navigation unit. Our audit focuses on how VLAs and VLMs can be applied to real-world robot vision tasks (specifically navigation), as well as a deep dive into the impact of model design choices and system architecture on overall performance, robustness, and scalability to the real world. In this audit, we highlight 3 main papers: ViNT, NoMaD, and Uni-NaVid.

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@jt7347 jt7347 force-pushed the audit/yuni-wyx-jt7347-navigation branch from 6204c94 to 9aa48c1 Compare February 10, 2026 07:49
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jt7347 commented Feb 10, 2026

@crheckman First draft of navigation paper audit ready for review.

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