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20202026
most citedA Latent Encoder Coupled Generative Adversarial Network (LE-GAN) for Efficient Hyperspectral Image Super-resolution

59 citations · 174 across the 18 of their papers we have counts for

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cs.DC2023★ 1 cited

A Generic Performance Model for Deep Learning in a Distributed Environment

Tulasi Kavarakuntla, Liangxiu Han, Huw Lloyd +3

Performance modelling of a deep learning application is essential to improve and quantify the efficiency of the model framework. However, existing performance models are mostly cas…

cs.DC2022

Layer-Wise Partitioning and Merging for Efficient and Scalable Deep Learning

Samson B. Akintoye, Liangxiu Han, Huw Lloyd +4

Deep Neural Network (DNN) models are usually trained sequentially from one layer to another, which causes forward, backward and update locking's problems, leading to poor performan…