Shuji Suzuki

Publication Activity (10 Years)

Years Active: 1993-2022
Publications (10 Years): 14

Top Topics

Scalable Distributed

Domain Adaptation

Object Detection

Top Venues

Publications

Hiroaki Mikami, Kenji Fukumizu, Shogo Murai, Shuji Suzuki, Yuta Kikuchi, Taiji Suzuki, Shin-ichi Maeda, Kohei Hayashi
A Scaling Law for Syn2real Transfer: How Much Is Your Pre-training Effective? ECML/PKDD (3) (2022)
Hiroaki Mikami, Kenji Fukumizu, Shogo Murai, Shuji Suzuki, Yuta Kikuchi, Taiji Suzuki, Shin-ichi Maeda, Kohei Hayashi
A Scaling Law for Synthetic-to-Real Transfer: A Measure of Pre-Training. CoRR (2021)
Yuta Tokuoka, Shuji Suzuki, Yohei Sugawara
An Inductive Transfer Learning Approach using Cycle-consistent Adversarial Domain Adaptation with Application to Brain Tumor Segmentation. CoRR (2020)
Shogo Murai, Hiroaki Mikami, Masanori Koyama, Shuji Suzuki, Takuya Akiba
Online-Codistillation Meets LARS, Going beyond the Limit of Data Parallelism in Deep Learning. DLS@SC (2020)
Seiya Tokui, Ryosuke Okuta, Takuya Akiba, Yusuke Niitani, Toru Ogawa, Shunta Saito, Shuji Suzuki, Kota Uenishi, Brian Vogel, Hiroyuki Yamazaki Vincent
Chainer: A Deep Learning Framework for Accelerating the Research Cycle. KDD (2019)
Yuta Tokuoka, Shuji Suzuki, Yohei Sugawara
An Inductive Transfer Learning Approach using Cycle-consistent Adversarial Domain Adaptation with Application to Brain Tumor Segmentation. ICBBE (2019)
Yusuke Niitani, Toru Ogawa, Shuji Suzuki, Takuya Akiba, Tommi Kerola, Kohei Ozaki, Shotaro Sano
Team PFDet's Methods for Open Images Challenge 2019. CoRR (2019)
Seiya Tokui, Ryosuke Okuta, Takuya Akiba, Yusuke Niitani, Toru Ogawa, Shunta Saito, Shuji Suzuki, Kota Uenishi, Brian Vogel, Hiroyuki Yamazaki Vincent
Chainer: A Deep Learning Framework for Accelerating the Research Cycle. CoRR (2019)
Yusuke Niitani, Takuya Akiba, Tommi Kerola, Toru Ogawa, Shotaro Sano, Shuji Suzuki
Sampling Techniques for Large-Scale Object Detection From Sparsely Annotated Objects. CVPR (2019)
Takuya Akiba, Tommi Kerola, Yusuke Niitani, Toru Ogawa, Shotaro Sano, Shuji Suzuki
PFDet: 2nd Place Solution to Open Images Challenge 2018 Object Detection Track. CoRR (2018)
Yusuke Niitani, Takuya Akiba, Tommi Kerola, Toru Ogawa, Shotaro Sano, Shuji Suzuki
Sampling Techniques for Large-Scale Object Detection from Sparsely Annotated Objects. CoRR (2018)
Takuya Akiba, Keisuke Fukuda, Shuji Suzuki
ChainerMN: Scalable Distributed Deep Learning Framework. CoRR (2017)
Takuya Akiba, Shuji Suzuki, Keisuke Fukuda
Extremely Large Minibatch SGD: Training ResNet-50 on ImageNet in 15 Minutes. CoRR (2017)
Yasuhiko Kanemasa, Shuji Suzuki, Atsushi Kubota, Junichi Higuchi
Single-View Performance Monitoring of On-Line Applications Running on a Cloud. CLOUD (2017)
Shuji Suzuki, Masanori Kakuta, Takashi Ishida, Yutaka Akiyama
Faster sequence homology searches by clustering subsequences. Bioinform. 31 (8) (2015)
Takehiro Shimoda, Shuji Suzuki, Masahito Ohue, Takashi Ishida, Yutaka Akiyama
Protein-protein docking on hardware accelerators: comparison of GPU and MIC architectures. BMC Syst. Biol. 9 (S-1) (2015)
Satoshi Matsuoka, Hitoshi Sato, Osamu Tatebe, Michihiro Koibuchi, Ikki Fujiwara, Shuji Suzuki, Masanori Kakuta, Takashi Ishida, Yutaka Akiyama, Toyotaro Suzumura, Koji Ueno, Hiroki Kanezashi, Takemasa Miyoshi
Extreme Big Data (EBD): Next Generation Big Data Infrastructure Technologies Towards Yottabyte/Year. Supercomput. Front. Innov. 1 (2) (2014)
Masahito Ohue, Takehiro Shimoda, Shuji Suzuki, Yuri Matsuzaki, Takashi Ishida, Yutaka Akiyama
MEGADOCK 4.0: an ultra-high-performance protein-protein docking software for heterogeneous supercomputers. Bioinform. 30 (22) (2014)
Takehiro Shimoda, Takashi Ishida, Shuji Suzuki, Masahito Ohue, Yutaka Akiyama
MEGADOCK-GPU: Acceleration of Protein-Protein Docking Calculation on GPUs. BCB (2013)
Shuji Suzuki
Poster: An Ultra-Fast Computing Pipeline for Metagenome Analysis with Next-Generation DNA Sequencers. SC Companion (2012)
Shuji Suzuki, Takashi Ishida, Yutaka Akiyama
An Ultra-Fast Computing Pipeline for Metagenome Analysis with Next-Generation DNA Sequencers. SC Companion (2012)
Hiroya Nagao, Shuji Suzuki, Kazuyuki Shudo
A 3D visualization system for structured overlays. Peer-to-Peer Computing (2011)
Eiji Ogura, Masatoshi Takashima, Daisuke Hiranaka, Toshiro Ishikawa, Yukio Yanagita, Shuji Suzuki, Tokuya Fukuda, Toshiyuki Ishii
A 1.2-W single-chip MPEG2 MP@ML video encoder LSI including wide search range (H±288, V: ±96) motion estimation and 81-MOPS controller. IEEE J. Solid State Circuits 33 (11) (1998)
Tatsuya Shiragaki, Naoya Henmi, Tomoaki Kato, Masahiko Fujiwara, Masatoshi Misono, Takahiro Shiozawa, Shuji Suzuki
Optical cross-connect system incorporated with newly developed operation and management system. IEEE J. Sel. Areas Commun. 16 (7) (1998)
Makoto Nishio, Shuji Suzuki, Kazuo Takagi, Ichiro Ogura, Takahiro Numai, Kenichi Kasahara, Kazuhisa Kaede
A new architecture of photonic ATM switches. IEEE Commun. Mag. 31 (4) (1993)