6 citations · 13 across the 7 of their papers we have counts for
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cs.LG2021★ 6 cited
Perturbated Gradients Updating within Unit Space for Deep Learning
Ching-Hsun. Tseng, Liu-Hsueh. Cheng, Shin-Jye. Lee +1
In deep learning, optimization plays a vital role. By focusing on image classification, this work investigates the pros and cons of the widely used optimizers, and proposes a new o…
cs.CV2021★ 5 cited
UPANets: Learning from the Universal Pixel Attention Networks
Ching-Hsun Tseng, Shin-Jye Lee, Jia-Nan Feng +5
Among image classification, skip and densely-connection-based networks have dominated most leaderboards. Recently, from the successful development of multi-head attention in natura…