diffusion-models

A collection of resources and papers on Diffusion Models

Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

Diffusion model papers, survey, and taxonomy

MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

Official PyTorch Code and Models of "RePaint: Inpainting using Denoising Diffusion Probabilistic Models", CVPR 2022

Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)

Unofficial implementation of "Prompt-to-Prompt Image Editing with Cross Attention Control" with Stable Diffusion

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)

[ICLR 2023, Notable-Top-25%] Official PyTorch implementation for the paper "Zero Shot Image Restoration Using Denoising Diffusion Null-Space Model"

Personalization for Stable Diffusion via Aesthetic Gradients 🎨

Official implementation of Diffusion Autoencoders

Paint by Example: Exemplar-based Image Editing with Diffusion Models

Implementation of DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking

Multimodal Image Synthesis and Editing: A Survey [Under Review]

Official Implementation of Paella https://arxiv.org/abs/2211.07292v1

[ICLR'23] DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models

Official Pytorch Implementation for "MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation" presenting "MultiDiffusion"

Apply diffusion models using the new Hugging Face diffusers package to synthesize music instead of images.