Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"

MINE: Mutual Information Neural Estimation in pytorch (unofficial)

A pytorch implementation of MINE(Mutual Information Neural Estimation)

[MICCAI 2023] DiffMIC: Dual-Guidance Diffusion Network for Medical Image Classification

IDDM (Industrial, landscape, animate, spectrogram...), support DDPM, DDIM, PLMS, webui and distributed training. Pytorch实现扩散模型，生成模型，分布式训练

ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting (NeurIPS@2023 Spotlight, TPAMI@2024)

CVPR 2024: Residual Denoising Diffusion Models

Conditional Mutual Informaation Neural Estimator

[ICMLW 2023, IEEE CISS 2024] Assessing Neural Network Representations During Training Using Noise-Resilient Diffusion Spectral Entropy

[ICCV 2023 Oral] Official Implementation of "Denoising Diffusion Autoencoders are Unified Self-supervised Learners"

PyTorch Implementation of InfoGAN

PyTorch implementations of Generative Adversarial Networks.

Denoising Diffusion Implicit Models

Official repo for "Solving Inverse Problems in Medical Imaging with Score-Based Generative Models"

Official implementation of Cold-Diffusion for different transformations in pytorch.

[ICLR 2023 Oral] Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

[ICLR2023] Official repository of DDM2: Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models

[NeurIPS 2022] Denoising Diffusion Restoration Models -- Official Code Repository

❄️ Score-Based Point Cloud Denoising (ICCV 2021)

Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch

这个是一个ddpm的pytorch仓库，可以用于训练自己的数据集。

classifier guidance rescale for class-conditional image generation

This code package generates random tensors with user specified marginal means and covariances from one of two optional distributions. The first is the maximum-entropy-distribution with the specifie…

Notebooks using the Hugging Face libraries 🤗

Materials for the Hugging Face Diffusion Models Course

Mutual Information Neural Estimation in Pytorch

Project for the Large Scale Optimization course at Skoltech