asmadotgh / dissectLinks
DISSECT: Disentangled Simultaneous Explanations via Concept Traversals
☆12Updated 2 years ago
Alternatives and similar repositories for dissect
Users that are interested in dissect are comparing it to the libraries listed below
Sorting:
- CME: Concept-based Model Extraction☆12Updated 5 years ago
- code release for the paper "On Completeness-aware Concept-Based Explanations in Deep Neural Networks"☆54Updated 3 years ago
- Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI☆55Updated 3 years ago
- ☆15Updated 5 years ago
- ☆48Updated 3 years ago
- Figures & code from the paper "Shortcut Learning in Deep Neural Networks" (Nature Machine Intelligence 2020)☆101Updated 3 years ago
- 'Robust Semantic Interpretability: Revisiting Concept Activation Vectors' Official Implementation☆11Updated 5 years ago
- Code for the CVPR 2021 paper: Understanding Failures of Deep Networks via Robust Feature Extraction☆36Updated 3 years ago
- ☆96Updated 3 years ago
- ICLR 2021, Fair Mixup: Fairness via Interpolation☆59Updated 4 years ago
- Information Bottlenecks for Attribution☆84Updated 3 years ago
- ☆38Updated 4 years ago
- LISA for ICML 2022☆52Updated 2 years ago
- Model Patching: Closing the Subgroup Performance Gap with Data Augmentation☆42Updated 5 years ago
- [ICLR'22] Self-supervised learning optimally robust representations for domain shift.☆25Updated 4 years ago
- ☆35Updated 4 years ago
- ☆38Updated 5 years ago
- ☆24Updated 3 years ago
- Explaining Image Classifiers by Counterfactual Generation☆28Updated 3 years ago
- ☆72Updated 5 years ago
- Gradient Starvation: A Learning Proclivity in Neural Networks☆61Updated 5 years ago
- Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding☆73Updated 4 years ago
- ☆111Updated 2 years ago
- PyTorch implementation of SmoothTaylor☆15Updated 4 years ago
- ☆18Updated 3 years ago
- ☆57Updated 4 years ago
- The official repository for "Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning" paper.☆40Updated 3 years ago
- Do input gradients highlight discriminative features? [NeurIPS 2021] (https://arxiv.org/abs/2102.12781)☆13Updated 3 years ago
- Improving the Fairness of Chest X-ray Classifiers☆14Updated 3 years ago
- Simple data balancing baselines for worst-group-accuracy benchmarks.☆43Updated 2 years ago