mauriceweiler / MobiusCNNs
This repository implements and evaluates convolutional networks on the Möbius strip as toy model instantiations of Coordinate Independent Convolutional Networks.
☆72Updated last year
Alternatives and similar repositories for MobiusCNNs:
Users that are interested in MobiusCNNs are comparing it to the libraries listed below
- Lie Algebra Convolutional Network implementation☆43Updated 3 years ago
- ☆63Updated last year
- Implicit^2: Implicit model for implicit neural representations☆28Updated 3 years ago
- Riemannian Convex Potential Maps☆67Updated 2 years ago
- LieTransformer: Equivariant Self-Attention for Lie Groups☆69Updated 8 months ago
- ☆69Updated 2 years ago
- Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)☆87Updated 2 years ago
- [NeurIPS 2020] Neural Manifold Ordinary Differential Equations (https://arxiv.org/abs/2006.10254)☆117Updated last year
- ☆37Updated 2 years ago
- Code for "Generalised Implicit Neural Representations" (NeurIPS 2022).☆70Updated 2 years ago
- Fork of the E2CNN library that adds support for equivariant partial differential operators☆17Updated 2 years ago
- Experiments for the AISTATS publication on Reparameterizing Distributions over Lie Groups☆52Updated 2 years ago
- Implementation of Lie Transformer, Equivariant Self-Attention, in Pytorch☆91Updated 4 years ago
- B-Spline CNNs on Lie groups☆53Updated 5 years ago
- ☆101Updated 4 years ago
- Equivariant Mesh Attention Networks☆21Updated 2 years ago
- Repo reproducing experimental results in "Addressing the Topological Defects of Disentanglement"☆22Updated 2 years ago
- Official repository of Implicit Neural Convolutional Kernels for Steerable CNNs, Zhdanov et al.☆28Updated last month
- Code repository for the paper "Group Equivariant Stand-Alone Self Attention For Vision" published at ICLR 2021. https://openreview.net/fo…☆29Updated 4 years ago
- Code for "Invariance Learning in Deep Neural Networks with Differentiable Laplace Approximations"☆23Updated 2 years ago
- ☆28Updated 7 months ago
- Supplementary code for the paper "Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces"☆42Updated last year
- Equivariant Transformer (ET) layers are image-to-image mappings that incorporate prior knowledge on invariances with respect to continuo…☆90Updated 5 years ago
- ☆28Updated 3 years ago
- Group Equivariant Linear Maps☆11Updated 3 years ago
- Convex potential flows☆83Updated 3 years ago
- Code repository of the paper "Clifford-Steerable Convolutional Neural Networks"☆47Updated 8 months ago
- ☆32Updated 2 years ago
- PyTorch implementation of "Wasserstein-2 Generative Networks" (ICLR 2021)☆52Updated 2 years ago
- Wavelet Flow: Fast Training of High Resolution Normalizing Flows☆59Updated 3 years ago