adambielski / pytorch-gconv-experiments
Experiments with Group Equivariant Convolutions in PyTorch
☆113Updated 2 years ago
Alternatives and similar repositories for pytorch-gconv-experiments:
Users that are interested in pytorch-gconv-experiments are comparing it to the libraries listed below
- Group Equivariant Convolutional Neural Networks☆99Updated 7 years ago
- Equivariant Transformer (ET) layers are image-to-image mappings that incorporate prior knowledge on invariances with respect to continuo…☆89Updated 5 years ago
- Experiments with Group Equivariant Convolutional Networks☆121Updated 6 years ago
- Group Equivariant Convolutional Neural Networks☆359Updated 3 years ago
- ☆66Updated 5 years ago
- ☆262Updated last year
- Experiment for General E(2)-Equivariant Steerable CNNs☆29Updated 3 years ago
- Code repository for the paper "Attentive Group Equivariant Convolutional Neural Networks" published at ICML 2020. https://arxiv.org/abs/2…☆50Updated 4 years ago
- Code for "Scale-Equivariant Steerable Networks"☆67Updated 4 years ago
- 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
- Pytorch implementation of Group Equivariant Capsule Networks☆29Updated 6 years ago
- Code for Scalable Uncertainty for Computer Vision with Functional Variational Inference @ CVPR 2020☆66Updated 4 years ago
- [NeurIPS 2019] Deep Set Prediction Networks☆100Updated 4 years ago
- LEARNING LATENT PERMUTATIONS WITH GUMBEL-SINKHORN NETWORKS IMPLEMENTATION WITH PYTORCH☆79Updated last year
- Roto-reflection equivariant CNNs for Keras as presented in B. S. Veeling, J. Linmans, J. Winkens, T. Cohen, M. Welling. "Rotation Equivar…☆85Updated 5 years ago
- A pytorch implementation of our jacobian regularizer to encourage learning representations more robust to input perturbations.☆125Updated last year
- Computations involving Lie groups and harmonic analysis☆197Updated last week
- Repository for our paper: Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers☆88Updated 4 years ago
- Backpropagation-Friendly-Eigendecomposition☆72Updated 5 years ago
- VAEs with Lie Group latent space☆97Updated 3 years ago
- E(2)-Equivariant CNNs Library for Pytorch☆627Updated last year
- Deep Isometric Learning for Visual Recognition (ICML 2020)☆142Updated 2 years ago
- Code for the article "What if Neural Networks had SVDs?", to be presented as a spotlight paper at NeurIPS 2020.☆72Updated 6 months ago
- Demo source code for the paper "Esteves, C., Allen-Blanchette, C., Zhou, X. and Daniilidis, K, "Polar Transformer Networks", ICLR 2018.☆54Updated 2 years ago
- This Python package enables the training and inference of deep learning models for very large data, such as megapixel images, using atten…☆98Updated 5 years ago
- ☆69Updated last year
- Official implementation of "Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision", CVPR Workshops 2020.☆131Updated 4 years ago
- Implementation of Lie Transformer, Equivariant Self-Attention, in Pytorch☆88Updated 4 years ago
- Lie Algebra Convolutional Network implementation☆42Updated 3 years ago
- CPAB Transformations: finite-dimensional spaces of simple, fast, and highly-expressive diffeomorphisms derived from parametric, continuou…☆48Updated 3 years ago