Search Results for author: Tiancheng Gu

Found 4 papers, 3 papers with code

Towards Optimal Customized Architecture for Heterogeneous Federated Learning with Contrastive Cloud-Edge Model Decoupling

1 code implementation4 Mar 2024 Xingyan Chen, Tian Du, Mu Wang, Tiancheng Gu, Yu Zhao, Gang Kou, Changqiao Xu, Dapeng Oliver Wu

To address these issues, we propose a novel federated learning framework called FedCMD, a model decoupling tailored to the Cloud-edge supported federated learning that separates deep neural networks into a body for capturing shared representations in Cloud and a personalized head for migrating data heterogeneity.

Federated Learning

Complex Organ Mask Guided Radiology Report Generation

1 code implementation4 Nov 2023 Tiancheng Gu, Dongnan Liu, Zhiyuan Li, Weidong Cai

The goal of automatic report generation is to generate a clinically accurate and coherent phrase from a single given X-ray image, which could alleviate the workload of traditional radiology reporting.

Medical Report Generation

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