Source code for "A Compact Representation of Measured BRDFs Using Neural Processes" (TOG 2021)

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

[SIGGRAPH2024] DreamMat: High-quality PBR Material Generation with Geometry- and Light-aware Diffusion Models

"Deep Generative Modeling": Introductory Examples

Nvdiffrast - Modular Primitives for High-Performance Differentiable Rendering

Differentiable rendering without approximation.

Code Release for DiffusionRig (CVPR 2023)

Python library to handle 360° environment maps

InverseRenderNet: Learning single image inverse rendering, CVPR 2019.

List of awesome papers on Intrinsic Decomposition & Inverse Rendering

A truly simple website template for academics

A project page template for academic papers. Demo at https://eliahuhorwitz.github.io/Academic-project-page-template/

Neural Factorization of Shape and Reflectance Under an Unknown Illumination

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

Implementation of Meta-Learning with Latent Embedding Optimization

Device agnostic raytracing framework with shared codebase for offline and realtime rendering and for CPU and GPU

A C++ Microfacet BRDF Fitting and Rendering Library

Lightning fast C++/CUDA neural network framework

Authors' TensorFlow implementation for PG2018 paper "Single Image Surface Appearance Modeling with Self-augmented CNNs and Inexact Supervision"

Code repository for the CVPR2023 publication "HoloDiffusion: Training a 3D diffusion model using 2D Images"

Code release for NeRF (Neural Radiance Fields)

classic books of computer science!

Physically Ray Tracing assignment in C++

我的学习资料，包括书籍、网址等