marrlab / DomainLabLinks
modular domain generalization: https://pypi.org/project/domainlab/
☆45Updated 9 months ago
Alternatives and similar repositories for DomainLab
Users that are interested in DomainLab are comparing it to the libraries listed below
Sorting:
- A Benchmark for Failure Detection under Distribution Shifts in Image Classification☆34Updated last year
- [ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift☆111Updated 2 years ago
- A new mini-batch framework for optimal transport in deep generative models, deep domain adaptation, approximate Bayesian computation, col…☆36Updated 2 years ago
- An Empirical Framework for Domain Generalization In Clinical Settings☆30Updated 3 years ago
- Official repository for the ICLR 2023 paper "A Learning Based Hypothesis Test for Harmful Covariate Shift"☆11Updated last year
- Implementation of "Evidential Deep Learning to Quantify Classification Uncertainty" proposing a method to quantify uncertainty in a neura…☆30Updated 2 years ago
- (ICML 2023) High Fidelity Image Counterfactuals with Probabilistic Causal Models☆67Updated 9 months ago
- Uncertainty-aware representation learning (URL) benchmark☆105Updated 9 months ago
- Official implementation of the RegMixup paper☆20Updated 3 years ago
- ☆38Updated 5 years ago
- [ICML 2023] Official repository of paper: Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repe…☆25Updated 4 months ago
- The official repository for Deformable ProtoPNet, as described in "Deformable ProtoPNet: An Interpretable Image Classifier Using Deformab…☆51Updated last year
- Code for our MIDL2020 submission "Well-Calibrated Regression Uncertainty in Medical Imaging with Deep Learning".☆31Updated 4 years ago
- [NeurIPS 2023 Spotlight] The Pursuit of Human Labeling: A New Perspective on Unsupervised Learning☆17Updated 2 years ago
- GitHub repository for KDD 2021 work: ProtoPShare: Prototypical Parts Sharing for Similarity Discovery in Interpretable Image Classificati…☆14Updated 4 years ago
- Code for Neural Manifold Clustering and Embedding☆61Updated 3 years ago
- This is an official PyTorch implementation of the ICML 2023 paper AdaNPC and SIGKDD paper DRM.☆86Updated last year
- Repository for our NeurIPS 2022 paper "Concept Embedding Models", our NeurIPS 2023 paper "Learning to Receive Help", and our ICML 2025 pa…☆71Updated 2 months ago
- [ICLR 2023 spotlight] MEDFAIR: Benchmarking Fairness for Medical Imaging☆73Updated 2 years ago
- ☆17Updated last year
- Official repository for the paper DL2PA: Hyperspherical Classification with Dynamic Label-to-Prototype Assignment (CVPR 2024).☆13Updated last year
- ☆16Updated 4 years ago
- ☆47Updated 2 years ago
- ☆111Updated 3 years ago
- NeurIPS 2021 | Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information☆34Updated 4 years ago
- Wasserstein Adversarial Active Learning☆29Updated 5 years ago
- SimTriplet: PyTorch Implementation☆27Updated 4 years ago
- Exploratory data analysis of the Hospital Italiano de Buenos Aires Skin Lesions dataset shared through the ISIC Archive. The dataset is a…☆15Updated 2 years ago
- Learning to Estimate Shapley Values with Vision Transformers☆37Updated last year
- Official PyTorch implementation of improved B-cos models☆55Updated this week