peiwang062 / SCOUT
☆11Updated 2 years ago
Alternatives and similar repositories for SCOUT:
Users that are interested in SCOUT are comparing it to the libraries listed below
- Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations is a ServiceNow Research project that was started at Elemen…☆13Updated last year
- An implementation of the Residual Flow algorithm for out-of-distribution detection.☆30Updated 2 years ago
- Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable ? (ICML 2021)☆28Updated 2 years ago
- ☆34Updated 4 years ago
- Code for the paper "Getting a CLUE: A Method for Explaining Uncertainty Estimates"☆35Updated 10 months ago
- Quantile risk minimization☆24Updated 7 months ago
- Learning Representations that Support Robust Transfer of Predictors☆20Updated 3 years ago
- [ICLR 2023 spotlight] MEDFAIR: Benchmarking Fairness for Medical Imaging☆62Updated last year
- ☆36Updated 3 years ago
- Official repository for the AAAI-21 paper 'Explainable Models with Consistent Interpretations'☆18Updated 2 years ago
- Out-of-distribution Detection via Generation - NeurIPS 2019☆18Updated 5 years ago
- Python implementation for evaluating explanations presented in "On the (In)fidelity and Sensitivity for Explanations" in NeurIPS 2019 for…☆25Updated 3 years ago
- Example implementation for the paper: (ICLR Oral) Learning Robust Representations by Projecting Superficial Statistics Out☆27Updated 3 years ago
- Code for the paper "Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed", TMLR 2022, Bernhardt et…☆20Updated 2 years ago
- Generalizing to unseen domains via distribution matching☆70Updated 4 years ago
- Explanation by Progressive Exaggeration☆20Updated 2 years ago
- Code for paper "AI for radiographic COVID-19 detection selects shortcuts over signal"☆29Updated 3 years ago
- This repo contains the implementation of the Wasserstein Barycenter Transport proposed in "Wasserstein Barycenter Transport for Acoustic …☆30Updated 2 years ago
- Implementation of the paper "A Framework for Learning Ante-hoc Explainable Models via Concepts" (CVPR 2022).☆8Updated 7 months ago
- [Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization☆26Updated 2 months ago
- JiahuaDong / ICCV2019Publication-Semantic-Transferable-Weakly-Supervised-Endoscopic-Lesions-Segmentation☆13Updated 5 years ago
- ☆46Updated 4 years ago
- Code for the papers: "Stop Throwing Away Discriminators! Re-using Adversaries for Test-Time Training", Valvano et al., DART 2021; and "Re…☆10Updated 3 years ago
- ☆33Updated 3 years ago
- Medical Out-of-Distribution Analysis Challenge MICCAI 2020 Solution☆15Updated 2 years ago
- ☆39Updated 10 months ago
- ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping☆53Updated 2 years ago
- Experiments on meta-learning algorithms to solve few-shot domain adaptation☆10Updated 3 years ago
- ☆40Updated 5 years ago
- Prior Knowledge Guided Unsupervised Domain Adaptation (ECCV 2022)☆17Updated 2 years ago