neurreps / awesome-neural-geometryView external linksLinks
A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond
☆1,050Nov 25, 2025Updated 2 months ago
Alternatives and similar repositories for awesome-neural-geometry
Users that are interested in awesome-neural-geometry are comparing it to the libraries listed below
Sorting:
- Papers from the intersection of deep learning and neuroscience☆431Jan 8, 2026Updated last month
- Quantify geometric intelligence in natural and artificial brains.☆51Jun 25, 2025Updated 7 months ago
- Computations and statistics on manifolds with geometric structures.☆1,455Feb 3, 2026Updated last week
- A curated list of topological deep learning (TDL) resources and links.☆272Oct 20, 2025Updated 3 months ago
- Queries on neural implicit surfaces via range analysis: ray casting, intersection, closest point, & more. SIGGRAPH 2022 paper. JAX implem…☆180Aug 2, 2022Updated 3 years ago
- Paper list for equivariant neural network☆1,078Aug 19, 2024Updated last year
- A curated list of resources on implicit neural representations.☆2,619Feb 11, 2024Updated 2 years ago
- Geometry processing utilities compatible with jax for autodifferentiation.☆90Oct 18, 2023Updated 2 years ago
- Code for "MeuMesh: Learning Disentangled Neural Mesh-based Implicit Field for Geometry and Texture Editing", ECCV 2022 Oral☆391Sep 28, 2024Updated last year
- Algorithms for computations on random manifolds made easier☆94Dec 4, 2023Updated 2 years ago
- [ECCV2022] Neural Density-Distance Fields (NeDDF)☆216Nov 21, 2022Updated 3 years ago
- Volume rendering based surface reconstruction using Unsigned Distance Fields☆285Feb 3, 2024Updated 2 years ago
- Geometric kernels on manifolds, meshes and graphs☆287Updated this week
- Multi-view 3D reconstruction using neural rendering. Unofficial implementation of UNISURF, VolSDF, NeuS and more.☆862Sep 14, 2021Updated 4 years ago
- Code for our CVPR'23 paper - "PermutoSDF: Fast Multi-View Reconstruction with Implicit Surfaces using Permutohedral Lattices"☆448May 24, 2023Updated 2 years ago
- NVIDIA Kaolin Wisp is a PyTorch library powered by NVIDIA Kaolin Core to work with neural fields (including NeRFs, NGLOD, instant-ngp and…☆1,497Aug 4, 2024Updated last year
- Some methods for comparing network representations in deep learning and neuroscience.☆140Jul 30, 2024Updated last year
- A General NeRF Acceleration Toolbox in PyTorch.☆1,457Oct 2, 2024Updated last year
- Code for database and frontend of webpage for Neural Fields in Visual Computing and Beyond.☆31Aug 22, 2023Updated 2 years ago
- PREF: Phasorial Embedding Fields for Compact Neural Representations☆112Feb 11, 2023Updated 3 years ago
- Pytorch implementation of NeurIPS 2021 paper: Geometry Processing with Neural Fields.☆204Oct 25, 2023Updated 2 years ago
- ☆179Sep 13, 2023Updated 2 years ago
- ☆32Jul 27, 2022Updated 3 years ago
- Code for "Neural 3D Reconstruction in the Wild", SIGGRAPH 2022 (Conference Proceedings)☆703Nov 16, 2022Updated 3 years ago
- Some simple Blender scripts for rendering paper figures☆818Dec 16, 2025Updated 2 months ago
- A python package for simulating movement and spatial cell types (e.g. place cells, grid cells) in continuous environments.☆250Jan 8, 2026Updated last month
- A curated collection of neuroscience tasks with a common interface.☆313Dec 18, 2025Updated last month
- ☆238Sep 14, 2025Updated 5 months ago
- Gradient, divergence, Laplacian on point clouds. Useful for setting up and solving PDEs on point clouds and learning anisotropic features…☆77Aug 20, 2022Updated 3 years ago
- The standardised environment for the hippocampus and entorhinal cortex models☆80Updated this week
- Code release of paper Improving neural implicit surfaces geometry with patch warping☆240May 5, 2022Updated 3 years ago
- Official PyTorch and JAX Implementation of "Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks"☆40Feb 1, 2024Updated 2 years ago
- Implicit Geometric Regularization for Learning Shapes☆441Dec 9, 2021Updated 4 years ago
- Topological Deep Learning☆320Feb 3, 2026Updated last week
- A topological machine learning framework based on PyTorch☆201Updated this week
- ☆162Nov 27, 2021Updated 4 years ago
- ☆820May 10, 2025Updated 9 months ago
- An on-going paper list on new trends in 3D vision with deep learning☆332Jun 17, 2022Updated 3 years ago
- Source code for "Differentiable Signed Distance Function Rendering" (Siggraph 2022)☆900May 11, 2023Updated 2 years ago