marrlab / DomainLabLinks
modular domain generalization: https://pypi.org/project/domainlab/
☆45Updated 7 months ago
Alternatives and similar repositories for DomainLab
Users that are interested in DomainLab are comparing it to the libraries listed below
Sorting:
- A new mini-batch framework for optimal transport in deep generative models, deep domain adaptation, approximate Bayesian computation, col…☆36Updated 2 years ago
- [ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift☆110Updated 2 years ago
- [NeurIPS 2023 Spotlight] The Pursuit of Human Labeling: A New Perspective on Unsupervised Learning☆17Updated last year
- Official repository for the ICLR 2023 paper "A Learning Based Hypothesis Test for Harmful Covariate Shift"☆11Updated last year
- Uncertainty-aware representation learning (URL) benchmark☆105Updated 7 months ago
- An Empirical Framework for Domain Generalization In Clinical Settings☆30Updated 3 years ago
- Official implementation of the RegMixup paper☆20Updated 2 years ago
- A Benchmark for Failure Detection under Distribution Shifts in Image Classification☆34Updated last year
- Code for Neural Manifold Clustering and Embedding☆61Updated 3 years ago
- Optimal Transport in the Big Data Era☆112Updated 11 months ago
- Codebase for information theoretic shapley values to explain predictive uncertainty.This repo contains the code related to the paperWatso…☆21Updated last year
- ☆46Updated 2 years ago
- Implementation of "Evidential Deep Learning to Quantify Classification Uncertainty" proposing a method to quantify uncertainty in a neura…☆29Updated 2 years ago
- Official Python3 implementation of our ICML 2021 paper "Unbalanced minibatch Optimal Transport; applications to Domain Adaptation"☆47Updated 3 years ago
- Distributional Sliced-Wasserstein distance code☆50Updated last year
- A method to generate counterfactuals☆12Updated 7 months ago
- Official Code for the paper: "Composite Feature Selection using Deep Ensembles"☆22Updated 2 years ago
- NeurIPS 2021 | Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information☆34Updated 3 years ago
- Official PyTorch code for "Out-of-distribution detection with denoising diffusion models"☆51Updated last year
- Code and results accompanying our paper titled RLSbench: Domain Adaptation under Relaxed Label Shift☆35Updated 2 years ago
- [ICML'24] Conformal Prediction for Deep Classifier via Label Ranking☆12Updated last year
- Official repository for the paper DL2PA: Hyperspherical Classification with Dynamic Label-to-Prototype Assignment (CVPR 2024).☆13Updated last year
- Code for the paper "Getting a CLUE: A Method for Explaining Uncertainty Estimates"☆36Updated last year
- [TMLR 2024] Revisiting Random Weight Perturbation for Efficiently Improving Generalization☆12Updated last year
- Uncertainty-Guided Pseudo-Labelling with Model Averaging☆11Updated last year
- [ICML 2023] Official repository of paper: Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repe…☆25Updated 2 months ago
- ☆35Updated last year
- Official Implementation of the paper: "A Rate-Distorion View of Uncertainty Quantification", ICML 2024☆28Updated last year
- ☆17Updated last year
- C-Mixup for NeurIPS 2022☆73Updated last year