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Xiaobing Han's Projects

pointmixup icon pointmixup

Implementation for paper "PointMixup: Augmentation for Point Cloud". Accepted to ECCV 2020 as spotlight presentation

pointmlp-pytorch icon pointmlp-pytorch

[ICLR 2022 poster] Official PyTorch implementation of "Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework"

pointnerf icon pointnerf

Point-NeRF: Point-based Neural Radiance Fields

pointnet icon pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and 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''

pointr icon pointr

[ICCV 2021 Oral] PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers

points2poly icon points2poly

Reconstructing compact building models from point clouds using deep implicit fields

pointsift icon pointsift

a module for 3D semantic segmentation in point clouds.

pointtransformerv2 icon pointtransformerv2

[NeurIPS 2022] A official PyTorch implementation of PTv2, also an all-in-one codebase for point cloud recognition.

pointweb icon pointweb

PointWeb: Enhancing Local Neighborhood Features for Point Cloud Processing, CVPR2019.

pointwolf icon pointwolf

Official Implementation (PyTorch) of "Point Cloud Augmentation with Weighted Local Transformations", ICCV 2021

polarmix icon polarmix

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

polarseg icon polarseg

Implementation for PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation (CVPR 2020)

poolformer icon poolformer

PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)

primitivenet icon primitivenet

PrimitiveNet: Primitive Instance Segmentation with Local Primitive Embedding under Adversarial Metric (ICCV 2021)

prolificdreamer icon prolificdreamer

ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation

pvt icon pvt

PVT: Point-Voxel Transformer for 3D Deep Learning

pybind11 icon pybind11

Seamless operability between C++11 and Python

pycontrast icon pycontrast

PyTorch implementation of Contrastive Learning methods

pygcl icon pygcl

PyGCL: A PyTorch Library for Graph Contrastive Learning

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