sophiaas / spectral-universalityLinks
Official PyTorch and JAX Implementation of "Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks"
☆38Updated last year
Alternatives and similar repositories for spectral-universality
Users that are interested in spectral-universality are comparing it to the libraries listed below
Sorting:
- Brain-like variational inference☆51Updated last month
- Neural Optimal Transport with Lagrangian Costs☆56Updated last month
- Clifford-Steerable Convolutional Neural Networks [ICML'24]☆47Updated last month
- Official Implementation of the ICML 2023 paper: "Neural Wave Machines: Learning Spatiotemporally Structured Representations with Locally …☆72Updated 2 years ago
- Implicit Convolutional Kernels for Steerable CNNs [NeurIPS'23]☆28Updated 4 months ago
- Flow-matching algorithms in JAX☆97Updated 10 months ago
- The Energy Transformer block, in JAX☆58Updated last year
- ☆32Updated 8 months ago
- Code for "Invariance Learning in Deep Neural Networks with Differentiable Laplace Approximations"☆23Updated 2 years ago
- Free-form flows are a generative model training a pair of neural networks via maximum likelihood☆45Updated last week
- Deep Networks Grok All the Time and Here is Why☆37Updated last year
- A minimal implementation of Equivariant Neural Fields (https://arxiv.org/abs/2406.05753).☆25Updated 4 months ago
- Implementation of Denoising Diffusion Probabilistic Models (DDPM) in JAX and Flax.☆20Updated last year
- ☆34Updated 3 years ago
- Code for "Manifold Diffusion Geometry: Curvature, Tangent Spaces, and Dimension"☆44Updated 7 months ago
- Supplementary code for the paper "Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces"☆43Updated last year
- ☆34Updated 2 months ago
- LieTransformer: Equivariant Self-Attention for Lie Groups☆72Updated 11 months ago
- This repository implements and evaluates convolutional networks on the Möbius strip as toy model instantiations of Coordinate Independent…☆72Updated last year
- Official repository of "Spontaneous symmetry breaking in generative diffusion models"☆43Updated last year
- Wraps PyTorch code in a JIT-compatible way for JAX. Supports automatically defining gradients for reverse-mode AutoDiff.☆54Updated last month
- A simple hypernetwork implementation in jax using haiku.☆23Updated 2 years ago
- Code for GFlowNet-EM, a novel algorithm for fitting latent variable models with compositional latents and an intractable true posterior.☆40Updated last year
- ☆39Updated 3 years ago
- ☆38Updated 2 years ago
- Generative cellular automaton-like learning environments for RL.☆19Updated 4 months ago
- Code for the paper: Rotating Features for Object Discovery☆52Updated 10 months ago
- Riemannian Optimization Using JAX☆49Updated last year
- Official repository for the paper "Neural Differential Equations for Learning to Program Neural Nets Through Continuous Learning Rules" (…☆22Updated 2 weeks ago
- Euclidean Wasserstein-2 optimal transportation☆47Updated last year