nanlliu

compose-visual-relations

[NeurIPS 2021 Spotlight] Learning to Compose Visual Relations

Unsupervised-Compositional-Concepts-Discovery

[ICCV 2023] Unsupervised Compositional Concepts Discovery with Text-to-Image Generative Models

clevr-dataset-gen

A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

sg2im

Code for "Image Generation from Scene Graphs", Johnson et al, CVPR 2018

Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models

CLIP

Contrastive Language-Image Pretraining

clip-guided-diffusion

A CLI tool/python module for generating images from text using guided diffusion and CLIP from OpenAI.

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

django

The Web framework for perfectionists with deadlines.

ebm_compositionality

Code for the Paper Compositional Visual Generation and Inference with Energy Based Models

GeNeVA

Code to train and evaluate the GeNeVA-GAN model for the GeNeVA task proposed in our ICCV 2019 paper "Tell, Draw, and Repeat: Generating and modifying images based on continual linguistic instruction"

GeNeVA_datasets

Scripts to generate the CoDraw and i-CLEVR datasets used for the GeNeVA task proposed in our ICCV 2019 paper "Tell, Draw, and Repeat: Generating and modifying images based on continual linguistic instruction"

GibsonEnv

Gibson Environments: Real-World Perception for Embodied Agents

glide-text2im

GLIDE: a diffusion-based text-conditional image synthesis model

GRNet

Implementation of "GRNet: Gridding Residual Network for Dense Point Cloud Completion" (Xie et al., ECCV 2020).

iGibson

Large Scale Virtualized Interactive Environments for Robot Learning

LACE

A new play-and-plug method of controlling an existing generative model with conditioning attributes and their compositions.

lightweight-gan

Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two

nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

papers

pytorch-generative-model-collections

Collection of generative models in Pytorch version.

pytorch-tree-lstm

Pytorch implementation of the child-sum Tree-LSTM model

reduce_reuse_recycle

ICML 2023: Reduce, Reuse, Recycle: Composing Energy-Based Diffusion Models with MCMC

stylegan2-ada

StyleGAN2 with adaptive discriminator augmentation (ADA) - Official TensorFlow implementation

stylegan2-ada-pytorch

StyleGAN2-ADA - Official PyTorch implementation

stylegan2-pytorch

Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch

stylegan2-pytorch-1

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

test-clip-retrieval

transganformer

Implementation of TransGanFormer, an all-attention GAN that combines the finding from the recent GanFormer and TransGan paper