Stars
Papers and Datasets about Point Cloud.
[ICML 2023] Reflected Diffusion Models (https://arxiv.org/abs/2304.04740)
Code for "Optimal Transport-Guided Conditional Score-Based Diffusion Model (NeurIPS, 8,7,7,6)"
High-fidelity performance metrics for generative models in PyTorch
A playbook for systematically maximizing the performance of deep learning models.
This is the official implementation for Equivariant Enengy-guided SDE for Inverse Molecule Design (ICLR 2023)
"Denoising Diffusion Models for Plug-and-Play Image Restoration", Yuanzhi Zhu, Kai Zhang, Jingyun Liang, Jiezhang Cao, Bihan Wen, Radu Timofte, Luc Van Gool.
Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.
Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
Tackling the Generative Learning Trilemma with Denoising Diffusion GANs https://arxiv.org/abs/2112.07804
Semi-supervised Transfer Learning for Image Rain Removal. In CVPR 2019.
Code for "Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models" [TPAMI 2023]
A latent text-to-image diffusion model
Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
Official implementation of Cold-Diffusion for different transformations in pytorch.
PRML algorithms implemented in Python
A collection of resources and papers on Diffusion Models
[CVPR 2022] Official repository for the paper "Unsupervised Deraining Where Contrastive Learning Meets Self-similarity".
A Collection of Papers and Codes in ECCV2022 about low level vision
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also …
ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.