482 citations · 577 across the 3 of their papers we have counts for
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cs.CV2018★ 482 cited
Data Augmentation using Random Image Cropping and Patching for Deep CNNs
Ryo Takahashi, Takashi Matsubara, Kuniaki Uehara
Deep convolutional neural networks (CNNs) have achieved remarkable results in image processing tasks. However, their high expression ability risks overfitting. Consequently, data a…
cs.CV2017★ 31 cited
A Novel Weight-Shared Multi-Stage CNN for Scale Robustness
Ryo Takahashi, Takashi Matsubara, Kuniaki Uehara
Convolutional neural networks (CNNs) have demonstrated remarkable results in image classification for benchmark tasks and practical applications. The CNNs with deeper architectures…