MenguChen / Federated_object_detection
Federated Learning on object detection
☆44Updated last year
Alternatives and similar repositories for Federated_object_detection:
Users that are interested in Federated_object_detection are comparing it to the libraries listed below
- Repository of the conceptual work around Federated Learning to train the object detection model YOLOv5.☆19Updated 2 years ago
- Official Code for PACFL AAAI 2023☆41Updated last year
- Federated Learning for Object Detection in Autonomous Vehicles☆28Updated 3 years ago
- FedPylot: Navigating Federated Learning for Real-Time Object Detection in Internet of Vehicles☆29Updated 2 months ago
- [Official] NeurIPS 2023, "Navigating Data Heterogeneity in Federated Learning: A Semi-Supervised Approach for Object Detection"☆20Updated last year
- ☆23Updated 2 years ago
- PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆87Updated last year
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆127Updated 4 months ago
- ☆74Updated 4 years ago
- PyTorch implementation of: D. Shenaj, M. Toldo, A. Rigon and P. Zanuttigh, “Asynchronous Federated Continual Learning”, CVPR 2023 Worksho…☆33Updated last year
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆64Updated 3 months ago
- An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"☆82Updated 3 years ago
- NeurIPS 2023 accepted paper, Eliminating Domain Bias for Federated Learning in Representation Space☆21Updated 4 months ago
- The implementation of "Personalized Edge Intelligence via Federated Self- Knowledge Distillation".☆29Updated 2 years ago
- Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning☆69Updated 2 years ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆146Updated 2 years ago
- TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and B…☆103Updated last year
- FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution☆40Updated 2 years ago
- ☆12Updated last year
- The official implementation of "Federated Learning with Label-Masking Distillation"☆11Updated last year
- Code Implementation and Informations about FedAS☆22Updated last month
- This is an official implementation for the ICLR2023 paper "The Best of Both Worlds: Accurate Global and Personalized Models through Feder…☆15Updated 3 weeks ago
- Similarity Guided Model Aggregation for Federated Learning☆24Updated 3 years ago
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆120Updated 2 years ago
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆84Updated 2 years ago
- ☆47Updated 2 months ago
- This is official code for ACIIDS2022 paper "Meta-learning and Personalization layer in Federated learning"☆28Updated last year
- A Benchmark of Real-world Image Dataset for Federated Learning☆42Updated 5 years ago
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆42Updated 2 years ago
- Official repository for Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning [CVPR 2022 Oral, Best Paper Finalist]☆60Updated 2 years ago