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Projects in Awesome Lists tagged with denoising-diffusion

A curated list of projects in awesome lists tagged with denoising-diffusion .

https://github.com/lucidrains/bit-diffusion

Implementation of Bit Diffusion, Hinton's group's attempt at discrete denoising diffusion, in Pytorch

artificial-intelligence deep-learning denoising-diffusion discrete

Last synced: 13 Nov 2024

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

Implementation of Lumiere, SOTA text-to-video generation from Google Deepmind, in Pytorch

artificial-intelligence deep-learning denoising-diffusion text-to-video

Last synced: 22 Oct 2024

https://github.com/lucidrains/med-seg-diff-pytorch

Implementation of MedSegDiff in Pytorch - SOTA medical segmentation using DDPM and filtering of features in fourier space

artificial-intelligence deep-learning denoising-diffusion medicine segmentation

Last synced: 13 Nov 2024

https://github.com/lucidrains/recurrent-interface-network-pytorch

Implementation of Recurrent Interface Network (RIN), for highly efficient generation of images and video without cascading networks, in Pytorch

artificial-intelligence attention-mechanisms deep-learning denoising-diffusion image-generation latents video-generation

Last synced: 14 Nov 2024

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

Implementation of Chroma, generative models of protein using DDPM and GNNs, in Pytorch

artificial-intelligence deep-learning denoising-diffusion graph-neural-networks protein-design

Last synced: 31 Oct 2024

https://github.com/lucidrains/multimodal-dit-pytorch

Implementation of a multimodal diffusion transformer in Pytorch

artificial-intelligence audio deep-learning denoising-diffusion transformers video

Last synced: 22 Oct 2024

https://github.com/lucidrains/diffusion-policy

Implementation of Diffusion Policy, Toyota Research's supposed breakthrough in leveraging DDPMs for learning policies for real-world Robotics

artificial-intelligence attention-mechanisms deep-learning denoising-diffusion robotics transformers

Last synced: 14 Nov 2024

https://github.com/lucidrains/ddpm-ipa-protein-generation

Implementation of the DDPM + IPA (invariant point attention) for protein generation, as outlined in the paper "Protein Structure and Sequence Generation with Equivariant Denoising Diffusion Probabilistic Models"

artificial-intelligence attention-mechanism deep-learning denoising-diffusion protein-generation

Last synced: 02 Nov 2024

https://github.com/lucidrains/flexible-diffusion-modeling-videos-pytorch

Implementation of the video diffusion model and training scheme presented in the paper, Flexible Diffusion Modeling of Long Videos, in Pytorch

artificial-intelligence deep-learning denoising-diffusion video-generation

Last synced: 22 Oct 2024

https://github.com/lucidrains/equiformer-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: 22 Oct 2024

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: 22 Oct 2024

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: 09 Oct 2024

https://github.com/lucidrains/insertion-deletion-ddpm

Implementation of Insertion-deletion Denoising Diffusion Probabilistic Models

artificial-intelligence deep-learning denoising-diffusion

Last synced: 22 Oct 2024

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: 22 Oct 2024

https://github.com/hkproj/pytorch-ddpm

Implementation of the paper "Denoising Diffusion Probabilistic Models" in PyTorch

ddpm denoising-diffusion diffusion-models paper-implementations pytorch pytorch-implementation study-notes

Last synced: 17 Nov 2024

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: 08 Nov 2024