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

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

The official Pytorch implementation of OCNet, OCRNet, and SegFix.

"DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion" code repository

Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch

Relation Networks for Object Detection

Tooling for the Common Objects In 3D dataset.

The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)

🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.

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

[CVPR 2021] Closed-Form Factorization of Latent Semantics in GANs

improves over nerf in 360 capture of unbounded scenes

A PyTorch re-implementation of Neural Radiance Fields

Standalone TFRecord reader/writer with PyTorch data loaders

Invariant Information Clustering for Unsupervised Image Classification and Segmentation

[NeurIPS'19] Deep Equilibrium Models

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

An efficient PyTorch implementation of the winning entry of the 2017 VQA Challenge.

[ECCV 2018] Official code for "Graph R-CNN for Scene Graph Generation"

BabyAI platform. A testbed for training agents to understand and execute language commands.

SEAN: Image Synthesis with Semantic Region-Adaptive Normalization (CVPR 2020, Oral)

A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

Transformer training code for sequential tasks

This is Pytorch re-implementation of our CVPR 2020 paper "Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation" (https://arxiv.org/abs/1911.10194)

Code release for NeX: Real-time View Synthesis with Neural Basis Expansion

Typed argument parser for Python

Generating Images from Captions with Attention

💦 Seamless, distributed, real-time integration of Blender into PyTorch data pipelines