Stars
A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
Elucidating the Design Space of Diffusion-Based Generative Models (EDM)
Transformer: PyTorch Implementation of "Attention Is All You Need"
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
Official implementation of the CVPR 2022 Paper "Neural RGB-D Surface Reconstruction"
Official implementation for Tetra-NeRF paper - NeRF represented as triangulation of input point cloud.
[CVPR 2024] Official PyTorch implementation of SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering
[SIGGRAPH Asia'24 & TOG] Gaussian Opacity Fields: Efficient Adaptive Surface Reconstruction in Unbounded Scenes
COLMAP - Structure-from-Motion and Multi-View Stereo
A lecture note for understanding deep learning
A Code Release for Mip-NeRF 360, Ref-NeRF, and RawNeRF
SAM with text prompt
This is the official repo for the implementation of NeAT: Learning Neural Implicit Surfaces with Arbitrary Topologies from Multi-view Images.
Volume rendering based surface reconstruction using Unsigned Distance Fields
A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
[ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
CAM', 'ScoreCAM', 'SSCAM', 'ISCAM' 'GradCAM', 'GradCAMpp', 'SmoothGradCAMpp', 'XGradCAM', 'LayerCAM' using by PyTorch.
A differentiable PDE solving framework for machine learning
An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).
Examples implementing physics-informed neural networks (PINN) in Pytorch