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InfiNoVA: Infinite Novel View Augmentation for Viewpoint Invariant Robot Policies

Gottam, Sai Puneeth Reddy et al.
arXiv (All) · Papers
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robotics
Vision-Language-Action (VLA) policies often rely strongly on the camera viewpoints seen during training, causing substantial performance degradation when deployed from unseen perspectives. Collecting demonstrations from sufficiently diverse physical viewpoints is expensive and still provides only sp
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