KarenUllrich / Pytorch-Backprojection
This code accompanies "Differentiable probabilistic models of scientific imaging with the Fourier slice theorem", UAI 2019
☆36Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for Pytorch-Backprojection
- Source code for "Explicitly disentangling image content from translation and rotation with spatial-VAE" - NeurIPS 2019☆63Updated 4 years ago
- ☆42Updated last year
- VAEs with Lie Group latent space☆97Updated 2 years ago
- ☆66Updated last year
- Reliable estimation of membrane curvature for cryo-electron tomography☆16Updated last year
- ☆15Updated 3 years ago
- Source code for "Unsupervised Object Representation Learning using Translation and Rotation Group Equivariant VAE," in pytorch. NeurIPS 2…☆16Updated last year
- Implementation of Geometric Vector Perceptron, a simple circuit for 3d rotation equivariance for learning over large biomolecules, in Pyt…☆72Updated 3 years ago
- ☆24Updated 3 years ago
- Learning to recover orientations from projections in single-particle cryo-EM☆15Updated 2 years ago
- Euclidean Neural Networks☆188Updated 3 years ago
- Amortized inference for ab initio heterogeneous cryo-EM reconstruction☆33Updated last year
- The programs for preprocessing cryo-EM density maps for machine learning☆23Updated last month
- ☆16Updated last week
- Lie Algebra Convolutional Network implementation☆42Updated 2 years ago
- Source code to accompany the CVPR 2015 paper "Building Proteins in a Day"☆33Updated 7 years ago
- Diverse and challenging datasets for the heterogeneity problem in cryo-EM☆14Updated last week
- Graph Representation Analysis for Connected Embeddings☆34Updated 3 weeks ago
- Equivariant Transformer (ET) layers are image-to-image mappings that incorporate prior knowledge on invariances with respect to continuo…☆88Updated 5 years ago
- A deep manifold learning framework for 4D cryo-EM data processing for simultaneous determination of high-resolution structures and dynami…☆15Updated 2 years ago
- PyTorch library of layers acting on protein representations☆117Updated 4 months ago
- Equivariant Mesh Attention Networks☆21Updated 2 years ago
- Cryo-EM micrograph segmentation through deep learning☆19Updated 2 months ago
- Energy-based models for atomic-resolution protein conformations☆95Updated 2 years ago
- ☆23Updated last month
- Algorithms for Single Particle Reconstruction☆49Updated this week
- CPAB Transformations: finite-dimensional spaces of simple, fast, and highly-expressive diffeomorphisms derived from parametric, continuou…☆48Updated 3 years ago
- Code for the arXiv preprint "Disentangling images with Lie group transformations and sparse coding" (2020).☆12Updated 3 years ago
- Cryo-EM data viewer in napari☆14Updated 3 years ago
- 3D Roto-translation equivariant convolutions☆54Updated 5 years ago