[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond
☆143Jan 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [Science Advances] Demographic Bias of Vision-Language Foundation Models in Medical Imaging☆22Mar 28, 2025Updated last year
- [ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift☆112Jul 10, 2023Updated 3 years ago
- [Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization☆30Dec 30, 2024Updated last year
- [ECCV2022] The PyTorch implementation of paper "Equivariance and Invariance Inductive Bias for Learning from Insufficient Data"☆19Oct 12, 2022Updated 3 years ago
- [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning☆755Apr 3, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [EAAI 2024] A federated distillation domain generalization framework for machinery fault diagnosis with data privacy☆14Apr 3, 2024Updated 2 years ago
- A PyTorch implementation of the paper Targeted Supervised Contrastive Learning for Long-tailed Recognition☆103Aug 14, 2023Updated 3 years ago
- MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts (ICLR 2022)☆110Aug 29, 2022Updated 4 years ago
- ☆13Dec 28, 2023Updated 2 years ago
- Code for our paper: Samuel and Chechik, "Distributional Robustness Loss for Long-tail Learning"☆32Jan 2, 2022Updated 4 years ago
- On-Device Domain Generalization☆48Nov 9, 2022Updated 3 years ago
- Official code for the ICCV23 paper: "Domain Generalization via Rationale Invariance"☆19Jan 18, 2025Updated last year
- The code of "Deep Regression Representation Learning with Topology" in ICML 2024☆14Jul 4, 2024Updated 2 years ago
- [ICLR 2023, Oral] SimPer: Simple Self-Supervised Learning of Periodic Targets☆128Jul 19, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [CVPR 2022 Oral] Balanced MSE for Imbalanced Visual Regression https://arxiv.org/abs/2203.16427☆395Jul 28, 2022Updated 4 years ago
- Repository for the paper `DASO: Distribution-Aware Semantics-Oriented Pseudo-label Imbalanced Semi-Supervised Learning'.☆72Jun 8, 2022Updated 4 years ago
- [ICML 2019] ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation☆54Jul 10, 2026Updated 2 months ago
- ☆13Feb 12, 2023Updated 3 years ago
- Code and datasets for "Text encoders are performance bottlenecks in contrastive vision-language models". Coming soon!☆11May 24, 2023Updated 3 years ago
- [ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."☆274Apr 8, 2023Updated 3 years ago
- [ICML'21] Estimate the accuracy of the classifier in various environments through self-supervision☆26Sep 2, 2021Updated 5 years ago
- DomainBed is a suite to test domain generalization algorithms☆1,631Dec 16, 2025Updated 9 months ago
- ☆85Mar 24, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [ECCV 2022] A generalized long-tailed challenge that incorporates both the conventional class-wise imbalance and the overlooked attribute…☆126Jan 6, 2026Updated 8 months ago
- [ECCV 2022] Offical implementation of the paper "Acknowledging the Unknown for Multi-label Learning with Single Positive Labels".☆44Jul 11, 2024Updated 2 years ago
- Code for our NeurIPS 2022 (spotlight) paper 'Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation'☆74Dec 11, 2024Updated last year
- Official TensorFlow implementation for "Supervised Domain Adaptation: A Graph Embedding Perspective and a Rectified Experimental Protocol…☆17Mar 25, 2023Updated 3 years ago
- Code for ICML 2023 paper "When and How Does Known Class Help Discover Unknown Ones? Provable Understandings Through Spectral Analysis"☆15Jun 24, 2023Updated 3 years ago
- [NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation …☆572Jan 6, 2026Updated 8 months ago
- [ECCV2022] New benchmark for evaluating pre-trained model; New supervised contrastive learning framework.☆110Dec 8, 2023Updated 2 years ago
- [ICLR 2022] Official pytorch implementation of "Uncertainty Modeling for Out-of-Distribution Generalization" in International Conference …☆166Mar 27, 2022Updated 4 years ago
- UTS Person-reID Practical By Zhedong Zheng☆18Sep 6, 2018Updated 8 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss☆699Dec 25, 2021Updated 4 years ago
- Official Implementation of SWAD (NeurIPS 2021)☆174Dec 10, 2022Updated 3 years ago
- Single-Source Domain Generalization for Bearing Fault Diagnosis Using Feature-Augmented Adaptive Neuro-Fuzzy Inference System☆12Apr 13, 2024Updated 2 years ago
- A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.☆1,429Nov 3, 2023Updated 2 years ago
- [CVPR 2021] MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition☆61Dec 11, 2022Updated 3 years ago
- The official implementation of GCLSS (Generalized CLSS) and CLSS (NeurIPS 2023: Semi-Supervised Contrastive Learning for Deep Regression …☆15Apr 11, 2026Updated 5 months ago
- Class-Imbalanced Semi-Supervised Learning code☆11Aug 18, 2021Updated 5 years ago