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State Key Laboratory of CAD&CG, Zhejiang University, Hangzhou, China, Research Institute of Interdisciplinary Innovation, Zhejiang Lab, Hangzhou, China
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LiftFormer achieves state-of-the-art monocular depth estimation by cleverly mapping image features into depth-oriented geometric subspaces, sidestepping the ill-posed nature of direct depth prediction.