YyzHarry / multi-domain-imbalanceView external linksLinks
[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond
☆141Jan 26, 2023Updated 3 years ago
Alternatives and similar repositories for multi-domain-imbalance
Users that are interested in multi-domain-imbalance are comparing it to the libraries listed below
Sorting:
- Repository for the paper `DASO: Distribution-Aware Semantics-Oriented Pseudo-label Imbalanced Semi-Supervised Learning'.☆73Jun 8, 2022Updated 3 years ago
- MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts (ICLR 2022)☆108Aug 29, 2022Updated 3 years ago
- On-Device Domain Generalization☆46Nov 9, 2022Updated 3 years ago
- [ECCV2022] The PyTorch implementation of paper "Equivariance and Invariance Inductive Bias for Learning from Insufficient Data"☆19Oct 12, 2022Updated 3 years ago
- [ICML'21] Estimate the accuracy of the classifier in various environments through self-supervision☆27Sep 2, 2021Updated 4 years ago
- [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning☆761Apr 3, 2021Updated 4 years ago
- [Science Advances] Demographic Bias of Vision-Language Foundation Models in Medical Imaging☆21Mar 28, 2025Updated 10 months ago
- [Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization☆28Dec 30, 2024Updated last year
- DMsrTTLN code☆18Aug 25, 2024Updated last year
- Code for our paper: Samuel and Chechik, "Distributional Robustness Loss for Long-tail Learning"☆32Jan 2, 2022Updated 4 years ago
- [MSSP 2022] A domain generalization network combing invariance and specificity towards real-time intelligent fault diagnosis☆15Apr 1, 2024Updated last year
- ImageNet-CoG is a benchmark for concept generalization. It provides a full evaluation framework for pre-trained visual representations wh…☆26Oct 13, 2021Updated 4 years ago
- [CVPR 2022 Oral] Balanced MSE for Imbalanced Visual Regression https://arxiv.org/abs/2203.16427☆393Jul 28, 2022Updated 3 years ago
- ICME2022 Special Session “Beyond Accuracy: Responsible, Responsive, and Robust Multimedia Retrieval ”☆12Jun 3, 2024Updated last year
- ☆14Feb 12, 2023Updated 3 years ago
- The code of "Deep Regression Representation Learning with Topology" in ICML 2024☆14Jul 4, 2024Updated last year
- [ECCV2022] New benchmark for evaluating pre-trained model; New supervised contrastive learning framework.☆110Dec 8, 2023Updated 2 years ago
- Official code for the ICCV23 paper: "Domain Generalization via Rationale Invariance"☆21Jan 18, 2025Updated last year
- DomainBed is a suite to test domain generalization algorithms☆1,597Dec 16, 2025Updated 2 months ago
- [ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."☆273Apr 8, 2023Updated 2 years ago
- ☆85Mar 24, 2022Updated 3 years ago
- [EAAI 2024] A federated distillation domain generalization framework for machinery fault diagnosis with data privacy☆13Apr 3, 2024Updated last year
- Code and datasets for "Text encoders are performance bottlenecks in contrastive vision-language models". Coming soon!☆11May 24, 2023Updated 2 years ago
- Code for our NeurIPS 2022 (spotlight) paper 'Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation'☆73Dec 11, 2024Updated last year
- [ECCV 2022] A generalized long-tailed challenge that incorporates both the conventional class-wise imbalance and the overlooked attribute…☆125Jan 6, 2026Updated last month
- ☆26Feb 27, 2022Updated 3 years ago
- Code of "What Images are More Memorable to Machines?"☆15Feb 13, 2023Updated 3 years ago
- ☆15Jun 16, 2022Updated 3 years ago
- [ICLR 2023, Oral] SimPer: Simple Self-Supervised Learning of Periodic Targets☆127Jul 19, 2023Updated 2 years ago
- [ICLR 2022] Official pytorch implementation of "Uncertainty Modeling for Out-of-Distribution Generalization" in International Conference …☆161Mar 27, 2022Updated 3 years ago
- [CVPR 2021] MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition☆61Dec 11, 2022Updated 3 years ago
- Official implementation of "Continual Learning by Modeling Intra-Class Variation" (MOCA). [TMLR 2023]☆16Mar 3, 2023Updated 2 years ago
- [ECCV2022] Motion Sensitive Contrastive Learning for Self-supervised Video Representation☆17Aug 12, 2022Updated 3 years ago
- Code for ICML 2023 paper "When and How Does Known Class Help Discover Unknown Ones? Provable Understandings Through Spectral Analysis"☆14Jun 24, 2023Updated 2 years ago
- A PyTorch implementation of the paper Targeted Supervised Contrastive Learning for Long-tailed Recognition☆104Aug 14, 2023Updated 2 years ago
- [ICML 2021, Long Talk] Delving into Deep Imbalanced Regression☆911Mar 22, 2022Updated 3 years ago
- [NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation …☆571Jan 6, 2026Updated last month
- A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.☆1,415Nov 3, 2023Updated 2 years ago
- CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning, https://arxiv.org/abs/2203.01522☆254May 4, 2023Updated 2 years ago