WisconsinAIVision / W2DLinks
The Two Dimensions of Worst-case Training and the Integrated Effect for Out-of-domain Generalization
☆9Updated 2 years ago
Alternatives and similar repositories for W2D
Users that are interested in W2D are comparing it to the libraries listed below
Sorting:
- Towards understanding modern generative data augmentation techniques.☆27Updated 2 years ago
- [ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift☆108Updated 2 years ago
- ☆24Updated 2 years ago
- Official implementation for 'Class-Balancing Diffusion Models'☆54Updated last year
- translation of VHL repo in paddle☆25Updated 2 years ago
- [NeurIPS 2023 Spotlight] Combating Representation Learning Disparity with Geometric Harmonization☆24Updated 2 months ago
- ☆26Updated 2 years ago
- MICCAI 2023 DeCaF Best Paper Award: Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classifica…☆14Updated last year
- [NeurIPS 2022] The official code for our NeurIPS 2022 paper "Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnab…☆45Updated 2 years ago
- Paper of out of distribution detection and generalization☆56Updated last year
- The official code release for Unsupervised Out-of-distribution Detection with Diffusion Inpainting (ICML 2023)☆26Updated last year
- Trying out diffusion training in federated learning setting.☆18Updated last year
- Analysis of evidential models☆13Updated 2 years ago
- code for paper "Towards Unbiased Training in Federated Open-world Semi-supervised Learning"☆17Updated last year
- Label-Noise Learning with Intrinsically Long-Tailed Data(ICCV2023)☆20Updated last year
- ☆15Updated 2 years ago
- [ICLR 2024 Spotlight] Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization☆30Updated 9 months ago
- This codebase is the official implementation of Test-Time Classifier Adjustment Module for Model-Agnostic Domain Generalization (NeurIPS2…☆100Updated 3 years ago
- The official implementation of CVPR2023 paper "DISC: Learning from Noisy Labels via Dynamic Instance-Specific Selection and Correction"☆50Updated 2 years ago
- Hao-Ning / MEIDTM-Instance-Dependent-Label-Noise-Learning-with-Manifold-Regularized-Transition-Matrix-Estimatiopytorch☆10Updated 3 years ago
- [NeurIPS 2023]Federated Learning with Bilateral Curation for Partially Class-Disjoint Data☆12Updated last year
- Source code for the NeurIPS 2022 Spotlight paper: "Unified Optimal Transport Framework for Universal Domain Adaptation"☆60Updated 2 years ago
- [ICLR 2023] "Combating Exacerbated Heterogeneity for Robust Models in Federated Learning"☆32Updated 2 years ago
- ☆35Updated 5 years ago
- Official code implement of Robust Classification via a Single Diffusion Model☆89Updated 4 months ago
- ☆10Updated 3 years ago
- Official implementation for "Partial and Asymmetric Contrastive Learning for Out-of-Distribution Detection in Long-Tailed Recognition" (I…☆43Updated 2 years ago
- Self-supervised federated learning for medical imaging - IEEE TMI☆72Updated last year
- ☆13Updated 2 years ago
- [ICML 2023] On Pitfalls of Test-Time Adaptation☆120Updated last year