xiaoaoran

3D_label_efficient_learning

Official repository for "A Survey of Label-Efficient Deep Learning for 3D Point Clouds"

3d_url_survey

(TPAMI2023) Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A Survey

CE7454_2020

Deep learning course CE7454, 2020

cosmix-uda

Official PyTorch implementation of the ECCV 2022 paper "CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation"

FPS-Net

Code for "FPS-Net: A convolutional fusion network for large-scale LiDAR point cloud segmentation".

polarmix

Official PyTorch implementation of the NeurIPS2022 paper "PolarMix: A General Data Augmentation Technique for LiDAR Point Clouds"

SemanticSTF

(CVPR 2023) The official project of "3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds"

spvnas

[ECCV 2020] Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution

SynLiDAR

SynLiDAR: Synthetic LiDAR sequential point cloud dataset with point-wise annotations (AAAI2022)

xiaoaoran.github.io

xiaoaoran/3d_url_survey

(TPAMI2023) Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A Survey

xiaoaoran/SynLiDAR

SynLiDAR: Synthetic LiDAR sequential point cloud dataset with point-wise annotations (AAAI2022)

xiaoaoran/SemanticSTF

(CVPR 2023) The official project of "3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds"

xiaoaoran/polarmix

Official PyTorch implementation of the NeurIPS2022 paper "PolarMix: A General Data Augmentation Technique for LiDAR Point Clouds"

xiaoaoran/3D_label_efficient_learning

Official repository for "A Survey of Label-Efficient Deep Learning for 3D Point Clouds"

xiaoaoran/FPS-Net

Code for "FPS-Net: A convolutional fusion network for large-scale LiDAR point cloud segmentation".

xiaoaoran/CE7454_2020

Deep learning course CE7454, 2020

xiaoaoran/cosmix-uda

Official PyTorch implementation of the ECCV 2022 paper "CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation"

xiaoaoran/spvnas

[ECCV 2020] Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution

xiaoaoran/xiaoaoran.github.io