Implementation of the spotlight: a method for discovering systematic errors in deep learning models
☆11Oct 5, 2021Updated 4 years ago
Alternatives and similar repositories for spotlight
Users that are interested in spotlight are comparing it to the libraries listed below
Sorting:
- Code and instructions accompanying ICCV'23 paper Protoype-based Dataset Comparison☆18Dec 15, 2023Updated 2 years ago
- Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models. Paper presented at MICCAI 2023 conference.☆20Jan 17, 2024Updated 2 years ago
- [MICCAI2022] Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores.☆12Jun 7, 2024Updated last year
- Nim wrapper for Sandia-OpenSHMEM☆11Sep 9, 2022Updated 3 years ago
- Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertainty. Medical Image Analy…☆19Nov 10, 2021Updated 4 years ago
- ☆141Oct 30, 2023Updated 2 years ago
- Ludwig benchmark☆19Mar 13, 2022Updated 4 years ago
- Combating hidden stratification with GEORGE☆64May 18, 2021Updated 4 years ago
- Code and webpages for our study on teaching humans to defer to an AI☆12Nov 6, 2023Updated 2 years ago
- Code of "What Images are More Memorable to Machines?"☆15Feb 13, 2023Updated 3 years ago
- Official Code Repository for Diagnosing Colorectal Polyps in the Wild with Capsule Networks☆16Nov 22, 2022Updated 3 years ago
- ☆35Sep 23, 2022Updated 3 years ago
- Replication code "The Limits of Human Predictions of Recidivism" by Lin et al. (2020)☆10May 1, 2020Updated 5 years ago
- Code release for "Clue Me In: Semi-Supervised FGVC with Out-of-Distribution Data".☆13Apr 11, 2022Updated 3 years ago
- Implementation for Simulated Bias in Artificial Medical Images (SimBA) framework 🦁☆11Apr 1, 2025Updated 11 months ago
- "Fair Federated AI" Summer School, July 19-21, 2024; 16:00 — 19:30 CET time☆13Aug 19, 2024Updated last year
- This repository includes various baseline techniques for label-free model evaluation task for the VDU2023 competition.☆19Mar 8, 2023Updated 3 years ago
- Capsule Projection Networks (CapProNet) in pytorch, NeurIPS 2018☆19Dec 5, 2018Updated 7 years ago
- Implementations in both Matlab and R of the CIMLR method. The manuscript of the method is available at: https://www.nature.com/articles/s…☆19May 19, 2023Updated 2 years ago
- ☆11Mar 31, 2025Updated 11 months ago
- HIVE: Evaluating the Human Interpretability of Visual Explanations (ECCV 2022)☆22Jan 19, 2023Updated 3 years ago
- ☆12Oct 28, 2022Updated 3 years ago
- PhysioNet 2019 Challenge: Early Prediction of Sepsis from Clinical Data☆12May 19, 2019Updated 6 years ago
- Entropy Minimization vs. Diversity Maximization for Domain Adaptation☆15Feb 9, 2020Updated 6 years ago
- Compilation of ML/AI Resources for Members of MITxHarvard Women in AI☆11Mar 28, 2022Updated 3 years ago
- Sparse unsupervised capsules☆23Jan 22, 2019Updated 7 years ago
- A few-shot learning method based on siamese networks.☆28Feb 20, 2023Updated 3 years ago
- REVISE: A Tool for Measuring and Mitigating Bias in Visual Datasets --- https://arxiv.org/abs/2004.07999☆110Aug 19, 2022Updated 3 years ago
- Generative and Interpretable Deep Learning for Stellar Spectra☆19Jan 19, 2021Updated 5 years ago
- ☆22Oct 24, 2018Updated 7 years ago
- ☆11May 9, 2022Updated 3 years ago
- automatically determine the intensity of emotions (E) and intensity of sentiment (aka valence V) of the tweeters from their tweets☆10Apr 21, 2018Updated 7 years ago
- Circassian translator demo☆16Feb 22, 2026Updated 3 weeks ago
- GisPy: A Tool for Measuring Gist Inference Score in Text https://aclanthology.org/2022.wnu-1.5/☆13Jul 1, 2024Updated last year
- ☆10Jul 17, 2015Updated 10 years ago
- Thin wrapper around GGML to make life easier☆43Nov 5, 2025Updated 4 months ago
- CSS-LM: Contrastive Semi-supervised Fine-tuning of Pre-trained Language Models☆12Jul 1, 2023Updated 2 years ago
- Early detection of lung cancer☆19Aug 2, 2018Updated 7 years ago
- [ICML'21] Estimate the accuracy of the classifier in various environments through self-supervision☆26Sep 2, 2021Updated 4 years ago