agoodge Goto Github PK

3d-ads

Official Implementation for the "Back to the Feature: Classical 3D Features are (Almost) All You Need for 3D Anomaly Detection" paper.

agoodge.github.io

Website

apae

Robustness of Autoencoders for Anomaly Detection Under Adversarial Impact

ares

ARES: Locally Adaptive Reconstruction-based Anomaly Scoring

ast

This is the code to the WACV 2023 paper "Asymmetric Student-Teacher Networks for Industrial Anomaly Detection" by Marco Rudolph, Tom Wehrbein, Bodo Rosenhahn and Bastian Wandt.

classify_by_description_release

diffusion-point-cloud

:thought_balloon: Diffusion Probabilistic Models for 3D Point Cloud Generation (CVPR 2021)

gdn

Implementation code for the paper "Graph Neural Network-Based Anomaly Detection in Multivariate Time Series" (AAAI 2021)

i2p-mae

[CVPR 2023] Learning 3D Representations from 2D Pre-trained Models via Image-to-Point Masked Autoencoders

lion

Latent Point Diffusion Models for 3D Shape Generation

lunar

LUNAR: Unifying Local Outlier Detection Methods via Graph Neural Networks

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

modelnet40-c

Repo for "Benchmarking Robustness of 3D Point Cloud Recognition against Common Corruptions" https://arxiv.org/abs/2201.12296

point-bert

[CVPR 2022] Pre-Training 3D Point Cloud Transformers with Masked Point Modeling

point-m2ae

[NeurIPS 2022] Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training

point-mae

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

real3d-ad

[NeurIPS 2023] Offical code for <Real3D-AD: A Dataset of Point Cloud Anomaly Detection>. A 3D point cloud anomaly detection dataset and benchmark.

revisiting-reverse-distillation

(CVPR 2023) Revisiting Reverse Distillation for Anomaly Detection

scanobjectnn

Code for Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data, ICCV 2019

simsiam

A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'

swin-unet

The codes for the work "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation"