Achintha Wijesinghe

activity

20222025

most citedPS-FedGAN: An Efficient Federated Learning Framework Based on Partially Shared Generative Adversarial Networks For Data Privacy

3 citations · 9 across the 13 of their papers we have counts for

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2 papers · 1 filter

eess.IV2024★ 1 cited

Diff-GO $^{n}$ : Enhancing Diffusion Models for Goal-Oriented Communications

Suchinthaka Wanninayaka, Achintha Wijesinghe, Weiwei Wang +3

The rapid expansion of edge devices and Internet-of-Things (IoT) continues to heighten the demand for data transport under limited spectrum resources. The goal-oriented communicati…

eess.IV2023

A Principled Hierarchical Deep Learning Approach to Joint Image Compression and Classification

Siyu Qi, Achintha Wijesinghe, Lahiru D. Chamain +1

Among applications of deep learning (DL) involving low cost sensors, remote image classification involves a physical channel that separates edge sensors and cloud classifiers. Trad…

Diff-GOn: Enhancing Diffusion Models for Goal-Oriented Communications

A Principled Hierarchical Deep Learning Approach to Joint Image Compression and Classification

Diff-GO $^{n}$ : Enhancing Diffusion Models for Goal-Oriented Communications