Author's Implementation for E-LatentLPIPS

FlashTex: Fast Relightable Mesh Texturing with LightControlNet

One-step image-to-image with Stable Diffusion turbo: sketch2image, day2night, and more

Rich-Text-to-Image Generation

pix2pix3D: Generating 3D Objects from 2D User Inputs

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

[NeurIPS 2022, T-PAMI 2023] Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models

Modelverse: Content-Based Search for Deep Generative Models

A curated list of awesome papers on dataset distillation and related applications.

Rewriting Geometric Rules of a GAN: Warp a GAN model to customized, out-of-domain shapes.

[CVPR 2022] GAN inversion and editing with spatially-adaptive multiple latent layers

Ensembling Off-the-shelf Models for GAN Training (CVPR 2022 Oral)

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"

Official PyTorch Implementation of "GAN-Supervised Dense Visual Alignment" (CVPR 2022 Oral, Best Paper Finalist)

NVIDIA's Deep Imagination Team's PyTorch Library

Sketch Your Own GAN: Customizing a GAN model with hand-drawn sketches.

PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations

[TPAMI 2022] GAN Inversion: A Survey

Code release for DS-NeRF (Depth-supervised Neural Radiance Fields)

Editing a Conditional Radiance Field

Invert and perturb GAN images for test-time ensembling

PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]

Official Implementation of Swapping Autoencoder for Deep Image Manipulation (NeurIPS 2020)

[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing

Code for the Proceedings of the National Academy of Sciences 2020 article, "Understanding the Role of Individual Units in a Deep Neural Network"

Official Implementation of "The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement" (ECCV 2020 Spotlight)

Rewriting a Deep Generative Model, ECCV 2020 (oral). Interactive tool to directly edit the rules of a GAN to synthesize scenes with objects added, removed, or altered. Change StyleGANv2 to make ext…

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)