fabio-deep / Variational-Capsule-Routing
Official Pytorch code for (AAAI 2020) paper "Capsule Routing via Variational Bayes", https://arxiv.org/pdf/1905.11455.pdf
☆103Updated 3 years ago
Alternatives and similar repositories for Variational-Capsule-Routing:
Users that are interested in Variational-Capsule-Routing are comparing it to the libraries listed below
- ☆124Updated 2 years ago
- Empirical studies on Capsule Network representation and improvements implemented with PyTorch.☆44Updated 6 years ago
- A PyTorch Implementation of Matrix Capsules with EM Routing☆91Updated 4 years ago
- Code for Self-Routing Capsule Networks☆50Updated 7 months ago
- An easy-to-follow Pytorch implementation of Hinton's Capsule Network☆196Updated 2 years ago
- A TensorFlow implementation of "Matrix Capsules with EM Routing" by Hinton et al. (2018).☆87Updated 2 years ago
- Semi-supervised learning via Compact Latent Space Clustering☆48Updated 5 years ago
- Implementation of the paper Self-Supervised Learning of Pretext-Invariant Representations☆89Updated 4 years ago
- [ICLR'20] [PyTorch] Inverted Attention Routing for Capsules☆30Updated 5 years ago
- Official Implementation of "DeepCaps: Going Deeper with Capsule Networks" paper (CVPR 2019).☆150Updated 4 years ago
- PyTorch Implementation of Contrastive Predictive Coding for image recognition, based on research papers https://arxiv.org/abs/1807.03748 …☆82Updated 5 years ago
- ☆82Updated 3 years ago
- Code for the paper: Putting An End to End-to-End: Gradient-Isolated Learning of Representations☆285Updated last year
- Figures & code from the paper "Shortcut Learning in Deep Neural Networks" (Nature Machine Intelligence 2020)☆96Updated 2 years ago
- Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.☆142Updated 11 months ago
- OD-test: A Less Biased Evaluation of Out-of-Distribution (Outlier) Detectors (PyTorch)☆62Updated last year
- Pitfalls of In-Domain Uncertainty Estimation and Ensembling in Deep Learning, ICLR 2020☆235Updated 2 years ago
- Pytorch implementation of "A Simple Framework for Contrastive Learning of Visual Representations"☆81Updated 11 months ago
- A pytorch implementation of our jacobian regularizer to encourage learning representations more robust to input perturbations.☆125Updated last year
- Pytorch implementation of Capsule Network with Dynamic Routing☆28Updated 4 years ago
- Visualizing how deep networks make decisions☆66Updated 5 years ago
- ☆82Updated last year
- Improving Consistency-Based Semi-Supervised Learning with Weight Averaging☆186Updated 6 years ago
- PyTorch Implementations of Dropout Variants☆87Updated 7 years ago
- Code for Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights☆182Updated 5 years ago
- PyTorch implementation of Stacked Capsule Auto-Encoders☆40Updated 7 months ago
- Public repo for Augmented Multiscale Deep InfoMax representation learning☆401Updated 4 years ago
- Pytorch implementation of Group Equivariant Capsule Networks☆29Updated 6 years ago
- Implementation of soft parameter sharing for neural networks☆69Updated 4 years ago
- Codebase for Learning Invariances in Neural Networks☆94Updated 2 years ago