[CVPR 2025] Official repository for "Dora: Sampling and Benchmarking for 3D Shape Variational Auto-Encoders"

[SIGGRAPH Asia'24 & TOG] Gaussian Opacity Fields: Efficient Adaptive Surface Reconstruction in Unbounded Scenes

A Unified Framework for Surface Reconstruction

Official code for the CVPR 2022 (oral) paper "Extracting Triangular 3D Models, Materials, and Lighting From Images".

Instant neural graphics primitives: lightning fast NeRF and more

Lightning fast C++/CUDA neural network framework

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

Direct voxel grid optimization for fast radiance field reconstruction.

DIVeR: Deterministic Integration for Volume Rendering

Official Implementation of Neural Splines

This repository contains the code for the CVPR 2020 paper "Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision"

[ECCV'20] Convolutional Occupancy Networks

This repository contains the code for the ICCV 2019 paper "Occupancy Flow - 4D Reconstruction by Learning Particle Dynamics"

This repository contains code for the paper 'Texture Fields: Learning Texture Representations in Function Space'.

This repository contains the code for the paper "Occupancy Networks - Learning 3D Reconstruction in Function Space"

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

PyTorch implementation of Pointnet2/Pointnet++

Code for "Dense Object Nets: Learning Dense Visual Object Descriptors By and For Robotic Manipulation"

Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

Some experiments with CIFAR-10 dataset

Deep Clustering for Unsupervised Learning of Visual Features

Code for Attentive Recurrent Comparators

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version