Stars
The implementation of the PrADA algorithm published in the paper "Privacy-preserving Federated Adversarial Domain Adaptation over Feature Groups for Interpretability"
An Effective Stochastic Response Entropy Criterion for Model Poisoning Detection in Federated Learning
Our code will be made public after the paper is published.
Unsupervised Domain Adaptation for Hyperspectral Image Classification via Masked Robustness Learning and Class Structure Regularization This is a code demo for the paper "Unsupervised Domain Adapt…
npj Digital Medicine 2026 Federated Clinical Concept and Disease Semantic Learning for Congenital Heart Disease Diagnosis
(CVPR 2024) Uniformity and Variance for Heterogeneous Federated Learning
The implementation of FedBCD algorithm published in the paper "FedBCD: A Communication-Efficient Collaborative Learning Framework for Distributed Features"
[AAAI 2026] Empowering DINO Representations for Underwater Instance Segmentation via Aligner and Prompter
[TMC 2024 Top 15 Popular Article] FedCache: A Knowledge Cache-driven Federated Learning Architecture for Personalized Edge Intelligence
We have developed a federated learning-driven maritime visual surveillance method for multi-agency coordinated surveillance of marine areas.
Implementation for paper "Federated Coupled Contrastive Learning on Remote Sensing Image Classification"
Implementation of the FedPM framework by the authors of the ICLR 2023 paper "Sparse Random Networks for Communication-Efficient Federated Learning".
Techniques for deep learning with satellite & aerial imagery
【TNNLS 2021】Re-implemented CACD for Unsupervised Multimodal Change Detection
【AAAI 2026】DGKAN for Unsupervised Multimodal Change Detection
Diffusion-Driven Mutual Enhancement of Matching and Fusion for Reference-Based Hyperspectral Image Super-Resolution
[CVPR 2025] Patient-Level Anatomy Meets Scanning-Level Physics: Personalized Federated Low-Dose CT Denoising Empowered by Large Language Model
Official code for "Contrastive Semi-supervised Learning for Underwater Image Restoration via Reliable Bank" (2023 CVPR)
This is the official repo for the paper "An Element-Wise Weights Aggregation Method for Federated Learning"