tongdaxu

YAECL-Yet-Another-Entropy-Coding-Library

YAECL: Yet Another Entropy Coding Library for Neural Compression Research, with Arithmetic Coding and Asymmetric Numeral Systems support

Idempotence-and-Perceptual-Image-Compression

Official Implementation for (ICLR 2024) Idempotence and Perceptual Image Compression

Bit-Allocation-Using-Optimization

Official Implementation for (ICML 2023) Bit Allocation using Optimization

pytorch-improving-inference-for-neural-image-compression

Unoffical Pytorch Implementation of Improving Inference for Neural Image Compression

consistency_models

Official repo for consistency models.

Deep_Density_Estimation

DiT-Uncond

Unconditional fork of DiT and PixArt Alpha

InverseDiffusion

Diffusion Inverse Solvers based on Huggingface/Diffusers

MLIC

[ACMMM 2023 / NCW ICML 2023] MLIC: Multi-Reference Entropy Model for Learned Image Compression / MLIC++: Linear Complexity Multi-Reference Entropy Modeling for Learned Image Compression

DataMiningHW

BasicSR

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

ddpm-torch

Unofficial PyTorch Implementation of Denoising Diffusion Probabilistic Models (DDPM)

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

Diffusion-GAN

Official PyTorch implementation for paper: Diffusion-GAN: Training GANs with Diffusion

ECE-GY-6123-IMAGE-AND-VIDEO-PROCESSING

EEV-0.4

Pytorch implementation of the paper "MPAI-EEV: Standardization Efforts of Artificial Intelligence based End-to-End Video Coding"

ELiC-ReImplemetation

Implemetation of ELIC: Efficient Learned Image Compression with Unevenly Grouped Space-Channel Contextual Adaptive Coding

ilo

[ICML 2021] Official implementation: Intermediate Layer Optimization for Inverse Problems using Deep Generative Models

Images

NICResearch

PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

Pytorch_Density_Estimation

Reference-arithmetic-coding

Clear implementation of arithmetic coding for educational purposes in Java, Python, C++.

rrl-regression

The regression functionality to "Scalable Rule-Based Representation Learning for Interpretable Classification"

SoftVQ

StudioUselessWebPage

stylegan2-ada-pytorch

StyleGAN2-ADA - Official PyTorch implementation

SUseless_CursingMachine

tongdaxu.github.io

closet of sock xu

unetgan

Official Implementation of the paper "A U-Net Based Discriminator for Generative Adversarial Networks" (CVPR 2020)