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Generalizable Local Feature Pre-training for Deformable Shape Analysis

Generalizable Local Feature Pre-training for Deformable Shape Analysis

Transfer learning is fundamental for addressing problems in settings with little training data. While several transfer learning approaches have been proposed in 3D, unfortunately, these solutions typically operate on an entire 3D object or even scene-level and thus, as we show, fail to generalize to new classes, such as deformable …