stevenygd

edm

Elucidating the Design Space of Diffusion-Based Generative Models (EDM)

SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

geometry-processing-csc2520

Course Page for Geometry Processing

AnalyticMesh

An Efficient Implementation of Analytic Mesh Algorithm for 3D Iso-surface Extraction from Neural Networks

PINNs

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

torch-ngp

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

PAC-NeRF

Physics Augmented Continuum Neural Radiance Fields for Geometry-Agnostic System Identification

jax-flows

Normalizing Flows in JAX 🌊

CROM_online_deployment

CROM_offline_training

surface-reconstruction-benchmark

A working copy of the code from "A Benchmark for Surface Reconstruction" by Berger et. Al

sdfstudio

A Unified Framework for Surface Reconstruction

point-e

Point cloud diffusion for 3D model synthesis

al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

MonteCarloGeometryProcessing

Based on "Monte Carlo Geometry Processing: A Grid-Free Approach to PDE-Based Methods on Volumetric Domains"

extending-jax

Extending JAX with custom C++ and CUDA code

neural-splines

Official Implementation of Neural Splines

cornell-cs5785-2023-applied-ml

Lecture materials for Cornell CS5785 Applied Machine Learning (Fall 2023)

BDA_course_Aalto

Bayesian Data Analysis course at Aalto

pi-GAN

guided-diffusion

DiT

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

GraphPDE

neural-scene-graphs

Geo-FNO

Geometry-Aware Fourier Neural Operator (Geo-FNO)

inverse_design

neuraloperator

Learning in infinite dimension with neural operators.

RenderDiffusion

dreamfields-torch

A pytorch implementation of dreamfields with modifications.

lovely-tensors

Tensors, for human consumption