BioroboticsLab / IBALinks
Information Bottlenecks for Attribution
☆79Updated 2 years ago
Alternatives and similar repositories for IBA
Users that are interested in IBA are comparing it to the libraries listed below
Sorting:
- Code for the Paper "Restricting the Flow: Information Bottlenecks for Attribution"☆77Updated 5 years ago
- Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning (http://jmlr.org/papers/v20/19-033.html)☆87Updated 4 months ago
- ☆39Updated last year
- Code to train the SimSiam model on cifar10 using PyTorch☆40Updated 3 years ago
- Figures & code from the paper "Shortcut Learning in Deep Neural Networks" (Nature Machine Intelligence 2020)☆97Updated 2 years ago
- ☆140Updated 4 years ago
- ☆24Updated 4 years ago
- Official implementation of paper Gradient Matching for Domain Generalization☆122Updated 3 years ago
- Gradient Starvation: A Learning Proclivity in Neural Networks☆61Updated 4 years ago
- A PyTorch converter for SimCLR checkpoints☆108Updated 4 years ago
- Official Pytorch implementation of ReBias (Learning De-biased Representations with Biased Representations), ICML 2020☆173Updated 10 months ago
- Visual Representation Learning Benchmark for Self-Supervised Models☆36Updated last year
- Assessing Generative Models via Precision and Recall (official repository)☆105Updated 2 years ago
- An implementation of "A Simple Framework for Contrastive Learning of Visual Representatoins" SimCLR☆33Updated 4 years ago
- ☆73Updated 5 years ago
- ICLR 2021, Fair Mixup: Fairness via Interpolation☆56Updated 3 years ago
- ☆36Updated 3 years ago
- A pytorch implementation of our jacobian regularizer to encourage learning representations more robust to input perturbations.☆127Updated last year
- A Disentangling Invertible Interpretation Network☆123Updated 4 years ago
- Official source code repository for the ICML 2021 paper "Hierarchical VAEs Know What They Don't Know"☆30Updated 3 years ago
- NeurIPS 2021 | Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information☆33Updated 3 years ago
- ☆58Updated 3 years ago
- ☆66Updated 5 years ago
- Original dataset release for CIFAR-10H☆83Updated 4 years ago
- Whitening for Self-Supervised Representation Learning | Official repository☆129Updated 2 years ago
- ☆35Updated 4 years ago
- Code for the paper "Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification" (2020)☆43Updated last year
- Code for CVPR2021 paper 'Where and What? Examining Interpretable Disentangled Representations'.☆44Updated 3 years ago
- Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style☆51Updated 3 years ago
- Pytorch SimCLR on CIFAR10 (92.85% test accuracy)☆57Updated 5 years ago