[IEEE TMI'23] IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation
☆13Apr 2, 2023Updated 3 years ago
Alternatives and similar repositories for IOP-FL
Users that are interested in IOP-FL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation of the paper "FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heter…☆15Jan 21, 2024Updated 2 years ago
- [MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging☆16Aug 2, 2024Updated last year
- [TMI' 23] FedDM: Federated Weakly Supervised Segmentation via Annotation Calibration and Gradient De-conflicting☆14Mar 11, 2023Updated 3 years ago
- Official codes for ACM CIKM '24 full paper: Tackling Noisy Clients in Federated Learning with End-to-end Label Correction☆22Feb 21, 2025Updated last year
- Self-supervised federated learning for medical imaging - IEEE TMI☆76May 27, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆14May 16, 2024Updated last year
- [MICCAI'22] Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance☆19Aug 18, 2022Updated 3 years ago
- ☆22Sep 27, 2022Updated 3 years ago
- The official implementation for the paper: "FedMLP: Federated Multi-Label Medical Image Classiffcation under Task Heterogeneity", which i…☆23Dec 27, 2024Updated last year
- A python (PyTorch) implementation of federated multi-encoding U-Net (Fed-MENU) method for federated learning-based multi-organ segmentati…☆16Nov 5, 2024Updated last year
- Benchmark for federated noisy label learning☆26Aug 31, 2024Updated last year
- [MICCAI2024] "FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation". A framework for fine-tuning SAM (Segment Any…☆70Feb 16, 2025Updated last year
- [CVPR2024] Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts☆31Jun 18, 2024Updated last year
- [ECCV 2022] Personalizing Federated Medical Image Segmentation☆49Mar 1, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Label-Noise Learning with Intrinsically Long-Tailed Data(ICCV2023)☆20Sep 27, 2023Updated 2 years ago
- ☆28Jun 3, 2022Updated 3 years ago
- (CVPR 2024) Communication-Efficient Federated Learning with Accelerated Client Gradient☆42Aug 15, 2025Updated 8 months ago
- ☆10Aug 19, 2023Updated 2 years ago
- A curated list of papers & resources linked to concept learning☆13Aug 9, 2023Updated 2 years ago
- KDD 2023 accepted paper, FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy☆32Dec 17, 2024Updated last year
- Unofficial implementation of STAN paper published at ISBI 2020 by researchers from University of Idaho using Tensorflow Keras 2.0.☆12Jun 8, 2020Updated 5 years ago
- Official repo for the WACV 2023 paper: Federated Domain Generalization for Image Recognition via Cross-Client Style Transfer.☆33Jan 8, 2024Updated 2 years ago
- Simulation codes for over-the-air federated learning via second-order optimization☆14Jan 27, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- (CVPR 2024) Official Implementation of "FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated Learning"☆16Jun 28, 2024Updated last year
- Official implementation of the paper "From Optimization to Generalization: Fair Federated Learning against Quality Shift via Inter-Client…☆12Mar 13, 2025Updated last year
- A deep semi-supervised method (UATS) for medical segmentation☆14Jul 18, 2024Updated last year
- This repository is an official Tensorflow 2 implementation of Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint…☆81Apr 25, 2022Updated 4 years ago
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆52Apr 3, 2024Updated 2 years ago
- Official codes for FNBench: Benchmarking Robust Federated Learning against Noisy Labels☆20Feb 24, 2026Updated 2 months ago
- Official codes for ACM CIKM '22 full paper: Towards Federated Learning against Noisy Labels via Local Self-Regularization☆52Jan 30, 2025Updated last year
- [WIP🚧] 2025 up-to-date list of resources on visual tokenizers (primarily for visual generation). Give it a star 🌟 if you find it useful…☆20Jan 5, 2025Updated last year
- [NeurIPS 2024 Oral] "Bayesian-Guided Label Mapping for Visual Reprogramming"☆12Dec 20, 2024Updated last year
- 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.
- 深度之眼-Pytorch框架班笔记与作业☆13Apr 28, 2020Updated 6 years ago
- Federated Few-shot Learning for Mobile NLP. Conditionally accepted by MobiCom'23.☆16Aug 18, 2023Updated 2 years ago
- 用pytorch训练18层残差神经网络,用pyqt设计界面☆12Jun 23, 2020Updated 5 years ago
- Low-rank adaptation of large language models (LoRA) for Segment Anything 2.☆18Oct 31, 2024Updated last year
- [npj Digital Medicine'21] Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational val…☆36Aug 19, 2021Updated 4 years ago
- Federated Block Coordinate Descent (FedBCD) code for "Federated Block Coordinate Descent Scheme for Learning Global and Personalized Mode…☆16Dec 27, 2020Updated 5 years ago
- ☆17Oct 12, 2023Updated 2 years ago