Projects in Awesome Lists tagged with denoising-diffusion

Implementation of Denoising Diffusion for protein design, but using the new Equiformer (successor to SE3 Transformers) with some additional improvements

artificial-intelligence attention-mechanisms deep-learning denoising-diffusion equivariant-networks protein-design

Last synced: 01 Feb 2026

https://github.com/lucidrains/neural-plexer-pytorch

Implementation of Nvidia's NeuralPlexer, for end-to-end differentiable design of functional small-molecules and ligand-binding proteins, in Pytorch

artificial-intelligence deep-learning denoising-diffusion drug-design protein-ligand-interactions

Last synced: 30 Apr 2025

https://github.com/chao1224/geossl

GeoSSL: Molecular Geometry Pretraining with SE(3)-Invariant Denoising Distance Matching, ICLR'23 (https://openreview.net/forum?id=CjTHVo1dvR)

denoising-diffusion diffusion-models geometry molecular-geometries molecule pretraining self-supervised self-supervised-learning

Last synced: 23 Oct 2025

https://github.com/affromero/ntire22_inpainting

NTIRE 2022 - Image Inpainting Challenge

computer-vision denoising-diffusion gans image-completion image-inpainting image-synthesis inpainting stylegan variational-autoencoder vqgan

Last synced: 15 Aug 2025

https://github.com/lucidrains/decomp-opt-pytorch

Implementation of DecompOpt - Controllable and Decomposed Diffusion Models for Structure-based Molecular Optimization - ICLR 2024

artificial-intelligence deep-learning denoising-diffusion drug-design se3-equivariance

Last synced: 25 Jul 2025

https://github.com/lucidrains/holodeck-pytorch

Implementation of a holodeck, written in Pytorch

artificial-intelligence deep-learning denoising-diffusion hypernetworks latent-denoising-diffusion scene-representations temporal-scene-representations transformers

Last synced: 05 May 2025

https://github.com/deepmancer/medseg-diffusion

A PyTorch implementation of MedSegDiff, a diffusion probabilistic model designed for medical image segmentation.

cancer-classification deep-learning deep-neural-networks denoising-diffision-probabalistic-models denoising-diffusion diffusion-models fourier-neural-operator image-segmentation medical-imaging

Last synced: 07 Sep 2025

https://github.com/fork123aniket/denoising-diffusion-probabilistic-model-from-scratch

Implementation of Denoising Diffusion Probabilistic Model from Scratch for Image Generation Task in PyTorch

denoising denoising-algorithm denoising-diffusion denoising-images denoising-network image-generation image-generator pytorch pytorch-implementation pytorch-tutorial

Last synced: 17 May 2026

https://github.com/pjborowiecki/comp3547-deep-learning

This repository contains my final submission for the COMP3547 Deep Learning module assignment at Durham University in the academic year 2022/2023. The project focuses on diffusion-based models and their application in synthesising new, unique images, which could plausibly come from a training data set. Final grade received was 71/100.

ai cifar-10-dataset ddpm deep-learning denoising-diffusion ffhq-dataset generative-modelling image-generation python pytorch score-matching

Last synced: 01 May 2026

https://github.com/rishishanthan/ddim-mnist-inpainting

DDIM-based image inpainting on MNIST (32×32), filling central holes using a time-conditioned UNet with self-conditioning and coord-conv.

computer-vision ddim deep-learning denoising-diffusion diffusion-models generative-models image-inpainting mnist pytorch self-attention time-embedding unet

Last synced: 13 Jan 2026

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