Projects sharing features with Subin Kim Cv CSD

GENIE: Higher-Order Denoising Diffusion Solvers

Speed up Stable Diffusion with this one simple trick!

Implementation of Particle Guidance: non-I.I.D. Diverse Sampling with Diffusion Models

Representation Learning with Diffusion Models

ICML 2023 Reflected Diffusion Models (https://arxiv.org/abs/2304.04740)

AAAI23 Oral Official implementations of Video Implicit Diffusion Models

CVPR 2024: Residual Denoising Diffusion Models

PyTorch implementation for "Parallel Sampling of Diffusion Models", NeurIPS 2023 Spotlight

Official code for "Conditional Generation from Unconditional Diffusion Models using Denoiser Representations" (BMVC 2023)

Code for Fast Training of Diffusion Models with Masked Transformers

Code for the Paper "Improving Diffusion Model Efficiency Through Patching"

Elucidating The Design Space of Classifier-Guided Diffusion Generation

ICML 2023 official implementation for "Input Perturbation Reduces Exposure Bias in Diffusion Models"

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

Official implementation for Estimating the Optimal Covariance with Imperfect Mean in Diffusion Probabilistic Models (ICML 2022), and a reimplementation of Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models (ICLR 2022)

Implementation of MagViT2 Tokenizer in Pytorch

Diffusion Models with Deterministic Normalizing Flow Priors

ICLR'23 Spotlight gDDIM: analyze and accelerate general diffusion models, isotropic and non-isotropic