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点群に関する表現学習手法の論文サーベイ

点群の表現学習に関する論文

Learning Localized Generative Models For 3D Point Clouds via Graph Convolution

3D-LMNet: Latent Embedding Matching for Accurate and Diverse 3D Point Cloud Reconstruction from a Single Image

実装はここ

Multiresolution Tree Networks for 3D Point Cloud Processing

実装はここ

3D Point Cloud Generative Adversarial Network Based on Tree Structured Graph Convolutions

Point Cloud GAN

SO-Net: Self-Organizing Network for Point Cloud Analysis

FoldingNet: Point Cloud Auto-encoder via Deep Grid Deformation

NeuralSampler: Euclidean Point Cloud Auto-Encoder and Sampler

Adversarial Autoencoders for Compact Representations of 3D Point Clouds

Learning Representations and Generative Models for 3D Point Clouds