14 citations · 16 across the 3 of their papers we have counts for
3 papers
cs.LG2022★ 14 cited
Accelerated Federated Learning with Decoupled Adaptive Optimization
Jiayin Jin, Jiaxiang Ren, Yang Zhou +3
The federated learning (FL) framework enables edge clients to collaboratively learn a shared inference model while keeping privacy of training data on clients. Recently, many heuri…
cs.CV2022★ 1 cited
Self-Supervised Bulk Motion Artifact Removal in Optical Coherence Tomography Angiography
Jiaxiang Ren, Kicheon Park, Yingtian Pan +1
Optical coherence tomography angiography (OCTA) is an important imaging modality in many bioengineering tasks. The image quality of OCTA, however, is often degraded by Bulk Motion…
eess.IV2021★ 1 cited
Osteoporosis Prescreening using Panoramic Radiographs through a Deep Convolutional Neural Network with Attention Mechanism
Heng Fan, Jiaxiang Ren, Jie Yang +2
Objectives. The aim of this study was to investigate whether a deep convolutional neural network (CNN) with an attention module can detect osteoporosis on panoramic radiographs. St…