Tetsuya Youkawa

Publication Activity (10 Years)

Years Active: 2017-2018
Publications (10 Years): 4

Top Topics

Weakly Supervised

Unsupervised Feature Learning

Faster Convergence

Top Venues

Publications

Yuki Miyauchi, Haruki Mori, Tetsuya Youkawa, Kazuki Yamada, Shintato Izumi, Masahiko Yoshimoto, Hiroshi Kawaguchi, Atsuki Inoue
Layer Skip Learning using LARS variables for 39% Faster Conversion Time and Lower Bandwidth. ICECS (2018)
Tetsuya Youkawa, Haruki Mori, Yuki Miyauchi, Kazuki Yamada, Shintaro Izumi, Masahiko Yoshimoto, Hiroshi Kawaguchi
Delayed Weight Update for Faster Convergence in Data-Parallel Deep Learning. GlobalSIP (2018)
Kazuki Yamada, Haruki Mori, Tetsuya Youkawa, Yuki Miyauchi, Shintaro Izumi, Masahiko Yoshimoto, Hiroshi Kawaguchi
Adaptive Learning Rate Adjustment with Short-Term Pre-Training in Data-Parallel Deep Learning. SiPS (2018)
Haruki Mori, Tetsuya Youkawa, Shintaro Izumi, Masahiko Yoshimoto, Hiroshi Kawaguchi, Atsuki Inoue
A layer-block-wise pipeline for memory and bandwidth reduction in distributed deep learning. MLSP (2017)