Peterou's repositories
stargan-v2
StarGAN v2 - Official PyTorch Implementation (CVPR 2020)
adcgan-1
Conditional GANs with Auxiliary Discriminative Classifier (ICML 2022)
Cold-Diffusion-Models
Official implementation of Cold-Diffusion for different transformations in pytorch.
ControlNet
Let us control diffusion models!
denoising-diffusion-gan
Tackling the Generative Learning Trilemma with Denoising Diffusion GANs https://arxiv.org/abs/2112.07804
DenoisingDiffusionProbabilityModel-ddpm-
This may be the simplest implement of DDPM. You can directly run Main.py to train the UNet on CIFAR-10 dataset and see the amazing process of denoising.
Diffusion-GAN
Official PyTorch implementation for paper: Diffusion-GAN: Training GANs with Diffusion
DualStyleGAN
[CVPR 2022] Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer
EVA3D
[ICLR 2023 Spotlight] EVA3D: Compositional 3D Human Generation from 2D Image Collections
GIRAFFEHD
Official Github repository for the CVPR 2022 paper "GIRAFFE HD: A High-Resolution 3D-aware Generative Model"
GRAM
GRAM: Generative Radiance Manifolds for 3D-Aware Image Generation (CVPR 2022 Oral)
lang-seg
Language-Driven Semantic Segmentation
monte-carlo-tree-search
Monte carlo tree search in python
multi-person-tracker
Simple Multi Person Tracker implementation in PyTorch
nerfacc
A General NeRF Acceleration Toolbox in PyTorch.
pbrt-v4
Source code to pbrt, the ray tracer described in the forthcoming 4th edition of the "Physically Based Rendering: From Theory to Implementation" book.
pytorch-cppcuda-tutorial
tutorial for writing custom pytorch cpp+cuda kernel, applied on volume rendering (NeRF)
x-unet
Implementation of a U-net complete with efficient attention as well as the latest research findings