cipriancorneanu / dnn-topology
Computing topological cavities of deep neural networks
β67Updated 4 years ago
Related projects β
Alternatives and complementary repositories for dnn-topology
- Codebase for Learning Invariances in Neural Networksβ94Updated 2 years ago
- π§ Pytorch code for the Fromage optimiser.β122Updated 4 months ago
- PadΓ© Activation Units: End-to-end Learning of Activation Functions in Deep Neural Networkβ64Updated 3 years ago
- An essential implementation of BYOL in PyTorch + PyTorch Lightningβ51Updated 3 years ago
- β97Updated 2 years ago
- [NeurIPS 2019] Deep Set Prediction Networksβ100Updated 4 years ago
- OD-test: A Less Biased Evaluation of Out-of-Distribution (Outlier) Detectors (PyTorch)β62Updated last year
- Experiments for Meta-Learning Symmetries by Reparameterizationβ56Updated 3 years ago
- Code for the CVPR 2021 paper: Understanding Failures of Deep Networks via Robust Feature Extractionβ35Updated 2 years ago
- Official implementation of the paper "Topographic VAEs learn Equivariant Capsules"β77Updated 2 years ago
- Gradient Starvation: A Learning Proclivity in Neural Networksβ60Updated 3 years ago
- The Singular Values of Convolutional Layersβ71Updated 6 years ago
- Implementation of Methods Proposed in Preventing Gradient Attenuation in Lipschitz Constrained Convolutional Networks (NeurIPS 2019)β33Updated 4 years ago
- Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Codingβ72Updated 3 years ago
- [ICML 2020] Differentiating through the FrΓ©chet Mean (https://arxiv.org/abs/2003.00335).β53Updated 3 years ago
- On disentangling the menagerie of disentanglement papersβ27Updated 4 years ago
- Hybrid Discriminative-Generative Training via Contrastive Learningβ75Updated last year
- Model Patching: Closing the Subgroup Performance Gap with Data Augmentationβ42Updated 4 years ago
- Drop-in replacement for any ResNet with a significantly reduced memory footprint and better representation capabilitiesβ208Updated 7 months ago
- β23Updated 2 years ago
- β32Updated 3 years ago
- β33Updated 3 years ago
- Efficient reservoir sampling implementation for PyTorchβ104Updated 3 years ago
- Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data Augmentationβ69Updated 3 years ago
- A PyTorch converter for SimCLR checkpointsβ106Updated 3 years ago
- β32Updated 4 years ago
- Figures & code from the paper "Shortcut Learning in Deep Neural Networks" (Nature Machine Intelligence 2020)β94Updated 2 years ago
- Source code for paper Mroueh, Sercu, Rigotti, Padhi, dos Santos, "Sobolev Independence Criterion", NeurIPS 2019β14Updated 5 months ago
- Recurrent Back Propagation, Back Propagation Through Optimization, ICML 2018β39Updated 5 years ago
- β40Updated last year