SketchEdit: Mask-Free Local Image Manipulation with Partial Sketches, CVPR2022

Unofficial PyTorch Implementation of Denoising Diffusion Probabilistic Models (DDPM)

A pytorch implementation of the paper "Prediction, Consistency, Curvature: Representation Learning for Locally-Linear Control"

Official PyTorch implementation of 🏁 MFCVAE 🏁: "Multi-Facet Clustering Variatonal Autoencoders (MFCVAE)" (NeurIPS 2021). A class of variational autoencoders to find multiple disentangled clusterings of data.

DAS: A deep adaptive sampling method for solving high-dimensional partial differential equations

PyTorch Implementation of V-objective Diffusion Probabilistic Models with Classifier-free Guidance

The official implementation of the manuscript Learning the complexity of urban mobility with deep generative collaboration network.

Code, documentation, and tutorials for the DGD model trained on bulk RNA-Seq data.

Generative Autoregressive, Normalized Flows, VAEs, Score-based models (GANVAS)

Pytorch implementation of WIPA: Super-resolution of very low-resolution face images with a Wavelet Integrated, Identity Preserving, Adversarial Network.

This is the official implementation of RL-Chord (TNNLS).

PyTorch Implementations of Popular Deep Generative Models.

A basic PyTorch implementation of the Collaborative Sampling in Generative Adversarial Networks

Official PyTorch implementation of the paper "MultiSpectral diffusion: joint generation of wavelet coefficients for image synthesis and upsampling"

Unofficial PyTorch implementation of IODINE https://arxiv.org/abs/1903.00450

Facial Unpaired Image-to-Image Translation with (Self-Attention) Conditional Cycle-Consistent Generative Adversarial Networks

Exercises from IT3030 V20

Deep Generative Models with clean and well-annotated PyTorch re-implementation

Denoising Diffusion Probabilistic Models