Hello World!

Ryuichiro Hataya’s webpage.

About

PhD student at UTokyo and RA at RIKEN AIP / focusing on DL and ML

Research Interests

Data-efficient Learning
Weakly-supervised Learning
Meta Learning

News

Our research “MADAO: Meta Approach to Data Augmentation Optimization” won Best Student Paper Award at MIRU 2020.
Our paper “Faster AutoAugment: Learning Augmentation Strategies using Backpropagation” is accepted at ECCV 2020. I will present on UTC+1_8/26 0am, 5am (JST_8/26 8am, 2pm).

Projects

Latest Post

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Publications

Conference Papers (Peer-reviewed)

Ryuichiro Hataya, Jan Zdenek, Kazuki Yoshizoe and Hideki Nakayama, “Faster AutoAugment: Learning Augmentation Strategies using Backpropagation”, European Conference on Computer Vision, 2020

Preprints

Ryuichiro Hataya, Jan Zdenek, Kazuki Yoshizoe and Hideki Nakayama, “Meta Approach to Data Augmentation Optimization”, 2020, arXiv

Others

Ryuichiro Hataya, Kumiko Matsui, Tomoki Karasawa, “Learning to Identify Large Fossils using Deep Convolutional Neural Networks”, Geological Society of America Abstracts with Programs. Vol 52, No. 6, 2020.