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stat.ML2019★ 6 cited
Improving image classifiers for small datasets by learning rate adaptations
Sourav Mishra, Toshihiko Yamasaki, Hideaki Imaizumi
Our paper introduces an efficient combination of established techniques to improve classifier performance, in terms of accuracy and training time. We achieve two-fold to ten-fold s…
stat.ML2018★ 10 cited
Supervised classification of Dermatological diseases by Deep learning
Sourav Mishra, Toshihiko Yamasaki, Hideaki Imaizumi
This paper introduces a deep-learning based efficient classifier for common dermatological conditions, aimed at people without easy access to skin specialists. We report approximat…