stevenygd

PointFlow

PointFlow : 3D Point Cloud Generation with Continuous Normalizing Flows

NFGP

Pytorch implementation of NeurIPS 2021 paper: Geometry Processing with Neural Fields.

3d-recon

Implementation for paper "Learning Single-View 3D Reconstruction with Limited Pose Supervision".

SWALP

Code for paper "SWALP: Stochastic Weight Averaging forLow-Precision Training".

PNF

Polynomial Neural Fields for Subband Decomposition and Manipulation

SuperPointEA

Codes for paper "Learning Data-Adaptive Interest Points through Epipolar Adaptation" will be available soon.

DVGO

cornell-cs5785-2022-applied-ml

Lecture materials for Cornell CS5785 Applied Machine Learning (Fall 2022)

dust3r

DUSt3R: Geometric 3D Vision Made Easy

GraphCNN-GAN

Graph-convolutional GAN for point cloud generation. Code from ICLR 2019 paper Learning Localized Generative Models for 3D Point Clouds via Graph Convolution

loss-landscape

Code for visualizing the loss landscape of neural nets

3d-AAE

Adversarial Autoencoders for Compact Representations of 3D Point Clouds

AtlasNet

This repository contains the source codes for the paper "AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation ". The network is able to synthesize a mesh (point cloud + connectivity) from a low-resolution point cloud, or from an image.

consistency_models

Official repo for consistency models.

consistency_models_cifar10

Consistency models trained on CIFAR-10, in JAX.

ffjord

code for "FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models".

grass_pytorch

PyTorch Implementation of GRASS

K-Planes

latent_3d_points

Auto-encoding & Generating 3D Point-Clouds.

mipnerf

neural-fields-review

neural-statistician

PyTorch Implementation of Neural Statistician

nie

score_sde

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

shapenet_renderer

A clean, compact renderer for spherical images of shapenet objects in blender <2.8.

stargan-v2

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

symmetry_detection

A Python implementation of the paper "Symmetry and Orbit Detection via Lie-Algebra Voting"

tava

Code for the paper "TAVA Template-free Animatable Volumetric Actors".

torch-ngp

A pytorch CUDA extension implementation of instant-ngp (sdf and nerf), with a GUI.

torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.