Tooling for the Common Objects In 3D dataset.

[CVPR 2021] Multi-Modal-CelebA-HQ: A Large-Scale Text-Driven Face Generation and Understanding Dataset

This is a PyTorch implementation of “Context AutoEncoder for Self-Supervised Representation Learning"

Independent PyTorch implementation of Scene Representation Transformer

A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch

Official PyTorch implementation of GroupViT: Semantic Segmentation Emerges from Text Supervision, CVPR 2022.

Official implementation for the paper "Deep ViT Features as Dense Visual Descriptors".

[CVPR2020] Adversarial Latent Autoencoders

Port of C++ munkres to Tensorflow interface

Hungarian / Munkres' algorithm for the linear assignment problem, in Python

Generative Adversarial Transformers

Orthogonal Jacobian Regularization for Unsupervised Disentanglement in Image Generation (ICCV 2021)

Official PyTorch implementation of "Improving Generative Imagination in Object-Centric World Models"

Repo for "Physion: Evaluating Physical Prediction from Vision in Humans and Machines", presented at NeurIPS 2021 (Datasets & Benchmarks track)

A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.

improves over nerf in 360 capture of unbounded scenes

Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" (CVPR 2022) https://arxiv.org/abs/2111.15666

Neural State Machine implemented in PyTorch

[NeurIPS 2021 Spotlight] Learning to Compose Visual Relations

This repository contains the code for the CVPR 2021 paper "GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields"

A procedural Blender pipeline for photorealistic training image generation

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 i…

💥 Transformation Driven Visual Reasoning - CVPR 2021

This repository generates multi-view observations for static/dynamic CLEVR scenes.

The Replica Dataset v1 as published in https://arxiv.org/abs/1906.05797 .

Code for "DONeRF Towards Real-Time Rendering of Compact Neural Radiance Fields using Depth Oracle Networks"

Unsupervised Discovery of Object Radiance Fields