Zijian Du's repositories
Diffusion-Models-in-Vision-A-Survey
This repository categorizes the papers about diffusion models applied in computer vision according to their target task. The classifcation is based on our survey: https://arxiv.org/abs/2209.04747v1
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
awesome-low-light-image-enhancement
This is a resouce list for low light image enhancement
awesome-NeRF
A curated list of awesome neural radiance fields papers
DeepOD
Deep learning-based outlier/anomaly detection
diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
encoder4editing
Official implementation of "Designing an Encoder for StyleGAN Image Manipulation" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02766
EnlightenGAN
[IEEE TIP] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang
ExposureDiffusion
[ICCV 2023] ExposureDiffusion: Learning to Expose for Low-light Image Enhancement
improved-diffusion
Release for Improved Denoising Diffusion Probabilistic Models
Inpaint-Anything
Inpaint anything using Segment Anything and inpainting models.
ISP-Guide
Image Signal Processing (ISP) Guide
ncsn
Noise Conditional Score Networks (NeurIPS 2019, Oral)
nerf
Code release for NeRF (Neural Radiance Fields)
openai-cookbook
Examples and guides for using the OpenAI API
pygod
A Python Library for Graph Outlier Detection (Anomaly Detection)
pyod
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
python-guide
Python best practices guidebook, written for humans.
pythresh
Outlier Detection Thresholding
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
ray
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.
Retinexformer
"Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement" (ICCV 2023)
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
stylegan
StyleGAN - Official TensorFlow Implementation
stylegan2
StyleGAN2 - Official TensorFlow Implementation
stylegan2-ada-pytorch
StyleGAN2-ADA - Official PyTorch implementation
stylegan3
Official PyTorch implementation of StyleGAN3
SUOD
(MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)