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Chao YIN 尹超's Projects

openscene icon openscene

[CVPR'23] OpenScene: 3D Scene Understanding with Open Vocabularies

paconv icon paconv

(CVPR 2021) PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds

papers icon papers

Summaries of machine learning papers

pcl icon pcl

Point Cloud Library (PCL)

pct_pytorch icon pct_pytorch

Pytorch implementation of PCT: Point Cloud Transformer

point-mae icon point-mae

[ECCV2022] Masked Autoencoders for Point Cloud Self-supervised Learning

pointcept icon pointcept

Pointcept: a codebase for point cloud perception research. Latest works: PPT, MSC (CVPR'23), PTv2 (NeurIPS'22)

pointcmt icon pointcmt

[NeurIPS2022] Let Images Give You More: Point Cloud Cross-Modal Training for Shape Analysis

pointcnn icon pointcnn

PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)

pointcontrast icon pointcontrast

Code for paper <PointContrast: Unsupervised Pretraining for 3D Point Cloud Understanding>

pointglr icon pointglr

Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds (CVPR 2020)

pointgroup icon pointgroup

PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation

pointnet2 icon pointnet2

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

pointnext icon pointnext

PyTorch repo for ``PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies''

polarmix icon polarmix

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

psd icon psd

Perturbed Self-Distillation: Weakly Supervised Large-Scale Point Cloud Semantic Segmentation (ICCV2021)

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