Search Results for author: Bowen Xie

Found 4 papers, 1 papers with code

Conditional Image Generation with Pretrained Generative Model

no code implementations20 Dec 2023 Rajesh Shrestha, Bowen Xie

As a result, the research community has devised methods to leverage pre-trained unconditional diffusion models with additional guidance for the purpose of conditional image generative.

Conditional Image Generation

MOB-FL: Mobility-Aware Federated Learning for Intelligent Connected Vehicles

no code implementations7 Dec 2022 Bowen Xie, Yuxuan Sun, Sheng Zhou, Zhisheng Niu, Yang Xu, Jingran Chen, Deniz Gündüz

Federated learning (FL) is a promising approach to enable the future Internet of vehicles consisting of intelligent connected vehicles (ICVs) with powerful sensing, computing and communication capabilities.

Federated Learning Trajectory Prediction

MEET: Mobility-Enhanced Edge inTelligence for Smart and Green 6G Networks

no code implementations27 Oct 2022 Yuxuan Sun, Bowen Xie, Sheng Zhou, Zhisheng Niu

Accordingly, base stations (BSs) and edge servers (ESs) need to be densely deployed, leading to huge deployment and operation costs, in particular the energy costs.

Classification of Diabetic Retinopathy Severity in Fundus Images with DenseNet121 and ResNet50

1 code implementation19 Aug 2021 Jonathan Zhang, Bowen Xie, Xin Wu, Rahul Ram, David Liang

In this work, deep learning algorithms are used to classify fundus images in terms of diabetic retinopathy severity.

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