BioroboticsLab / IBALinks
Information Bottlenecks for Attribution
☆82Updated 2 years ago
Alternatives and similar repositories for IBA
Users that are interested in IBA are comparing it to the libraries listed below
Sorting:
- Official Pytorch implementation of ReBias (Learning De-biased Representations with Biased Representations), ICML 2020☆174Updated last year
- ☆141Updated 4 years ago
- Figures & code from the paper "Shortcut Learning in Deep Neural Networks" (Nature Machine Intelligence 2020)☆100Updated 3 years ago
- Official implementation of paper Gradient Matching for Domain Generalization☆122Updated 3 years ago
- [CVPR2019]Learning Not to Learn : An adversarial method to train deep neural networks with biased data☆111Updated 5 years ago
- Gradient Starvation: A Learning Proclivity in Neural Networks☆60Updated 4 years ago
- A pytorch implementation of our jacobian regularizer to encourage learning representations more robust to input perturbations.☆128Updated 2 years ago
- ☆73Updated 5 years ago
- Generalizing to unseen domains via distribution matching☆72Updated 5 years ago
- ☆38Updated 4 years ago
- ☆36Updated 4 years ago
- ☆32Updated 5 years ago
- Visual Representation Learning Benchmark for Self-Supervised Models☆35Updated last year
- Natural Language Descriptions of Deep Visual Features, ICLR 2022☆65Updated 2 years ago
- Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning (http://jmlr.org/papers/v20/19-033.html)☆89Updated 7 months ago
- Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding☆73Updated 3 years ago
- Whitening for Self-Supervised Representation Learning | Official repository☆131Updated 2 years ago
- Code for CVPR2021 paper 'Where and What? Examining Interpretable Disentangled Representations'.☆45Updated 3 years ago
- ☆24Updated 4 years ago
- PyTorch Implementation - Mine Your Own vieW: Self-Supervised Learning Through Across-Sample Prediction☆31Updated 3 years ago
- ICLR 2021, Fair Mixup: Fairness via Interpolation☆57Updated 4 years ago
- PyTorch Implementation of CVPR'19 (oral) - Mitigating Information Leakage in Image Representations: A Maximum Entropy Approach☆28Updated 5 years ago
- The repository for the official Biased Action Recognition (BAR) dataset for the paper Learning from Failure: Training Debiased Classifier…☆33Updated 4 years ago
- Code for the Paper "Restricting the Flow: Information Bottlenecks for Attribution"☆79Updated 5 years ago
- B-cos Networks: Alignment is All we Need for Interpretability☆110Updated last year
- ☆66Updated 5 years ago
- Official PyTorch implementation of the Fishr regularization for out-of-distribution generalization☆88Updated 3 years ago
- [ICLR'21] Counterfactual Generative Networks☆107Updated 4 years ago
- Combine multiple MNIST digits to create datasets with 100/1000 classes for few-shot learning/meta-learning☆101Updated 4 years ago
- Robust Out-of-distribution Detection in Neural Networks☆73Updated 3 years ago