Sekitoshi Kanai

Preventing Gradient Explosions in Gated Recurrent Units

Sekitoshi Kanai, Yasuhiro Fujiwara, Sotetsu Iwamura · Neural Information Processing Systems · 2017 · 84 citations

Structured Prediction, Engineering, Machine Learning +16

Sigsoftmax: Reanalysis of the Softmax Bottleneck

Sekitoshi Kanai, Yasuhiro Fujiwara, Yuki Yamanaka et al. · arXiv (Cornell University) · 2018 · 22 citations · Full text

Natural Language Processing, Large Ai Model, Neural Scaling Law +12

Image Enhanced Rotation Prediction for Self-Supervised Learning

Shin’ya Yamaguchi, Sekitoshi Kanai, Tetsuya Shioda et al. · 2021 · 18 citations

Engineering, Machine Learning, Image Analysis +16

Effective Data Augmentation with Multi-Domain Learning GANs

Shin’ya Yamaguchi, Sekitoshi Kanai, Takeharu Eda · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 16 citations · Full text

Artificial Intelligence, Data Augmentation, Machine Vision +14

Multiple Pretext-Task for Self-Supervised Learning via Mixing Multiple Image Transformations

Shin’ya Yamaguchi, Sekitoshi Kanai, Tetsuya Shioda et al. · arXiv (Cornell University) · 2019 · 12 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20