yhbian

ASD

[CVPR 2023] Backdoor Defense via Adaptively Splitting Poisoned Dataset

PCT

Jittor implementation of PCT:Point Cloud Transformer

PCT_Pytorch

Pytorch implementation of PCT: Point Cloud Transformer

PyTorchEMD

PyTorch Wrapper for Earth-Mover-Distance (EMD) for 3D point cloud regression

Point-Transformers

Point Transformers

nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

plenoctree

PlenOctrees: NeRF-SH Training & Conversion

humannerf

HumanNeRF turns a monocular video of moving people into a 360 free-viewpoint video.

PU-Net_pytorch

PyTorch Implementation of PU-Net. PU-Net: Point Cloud Upsampling Network, CVPR 2018

PointAugment

Code for PointAugment: an Auto-Augmentation Framework for Point Cloud Classification, CVPR 2020 (Oral)

Pointnet2.PyTorch

A faster implementation of PointNet++ based on PyTorch.

LPF-Defense

Code and Data for the paper "LPF-Defense: 3D Adversarial Defense based on Frequency Analysis", PLoS ONE

tensorflow-DUP-Net

DUP-Net: Denoiser and Upsampler Network for 3D Adversarial Point Clouds Defense

HumanNeRF

HumanNeRF: Efficiently Generated Human Radiance Field from Sparse Inputs(Published in CVPR2022)

surface-aligned-nerf

PCBA

A Backdoor Attack against 3D Point Cloud Classifiers (ICCV2021)

IRBA

[IEEE Transactions on Information Forensics & Security 2023] Imperceptible and Robust Backdoor Attack in 3D Point Cloud

PMP-Net

3D-PointCloud-Denoising

A paper list of 3D Point Cloud Denoising

awesome-data-poisoning-and-backdoor-attacks

A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)

IDEA-Net

Point-MAE

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

PointCloudVAE

valiational autoencoder of pointcloud

editvae

FoldingNet

PyTorch reimplementation of FoldingNet

PTC_VAE

Variational autoencoder for PointCloud

operatornet

IJCAI2022-Backdoor

hamiltonian-interpolation

awesome-3D-point-cloud-attacks

List of state of the art papers, code, and other resources