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• 论文公开站arXiv2026年10月5日 2:13

  Less Decoder is More Encoder: Geometric Representation Learning from Novel View Synthesis

  This paper examines the role of Novel View Synthesis (NVS) in geometric representation learning. In principle, NVS should reason about 3D scene structure, thereby enabling transferable multi-view geometric representations. Yet, existing encoder-based NVS methods yield poor repres

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