Regress Before Construct: Regress Autoencoder for Point Cloud Self-supervised Learning

1 code implementation • 25 Sep 2023 • Yang Liu, Chen Chen, Can Wang, Xulin King, Mengyuan Liu

The proposed method decouples functions between the decoder and the encoder by introducing a mask regressor, which predicts the masked patch representation from the visible patch representation encoded by the encoder and the decoder reconstructs the target from the predicted masked patch representation.

Decoder Few-Shot 3D Point Cloud Classification +2