Haruki Imai

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 14

Top Topics

Document Structure

Memory Management

Parameter Optimization

Top Venues

Publications

Yoshinori Koda, Haruki Imai, Nagisa Sasuga, Koichi Ito, Takafumi Aoki, Satoshi Kaneko, Samson Muuo Nzou
Fundamental Study of Neonate Fingerprint Recognition Using Fingerprint Classification. BIOSIG (2022)
Koichi Ito, Haruki Imai, Takafumi Aoki, Jyunpei Uemoto
Parameter Optimization for Detecting Seismic Ground Deformation from Airborne SAR Images. IGARSS (2020)
Haruki Imai, Tung D. Le, Yasushi Negishi, Kiyokuni Kawachiya
Acceleration of Large Deep Learning Training with Hybrid GPU Memory Management of Swapping and Re-computing. IEEE BigData (2020)
Tung D. Le, Gheorghe-Teodor Bercea, Tong Chen, Alexandre E. Eichenberger, Haruki Imai, Tian Jin, Kiyokuni Kawachiya, Yasushi Negishi, Kevin O'Brien
Compiling ONNX Neural Network Models Using MLIR. CoRR (2020)
Haruki Imai, Koichi Ito, Takafumi Aoki, Jyunpei Uemoto, Seiho Uratsuka
A Method for Observing Seismic Ground Deformation from Airborne SAR Images. IGARSS (2019)
Yuki Ito, Haruki Imai, Tung D. Le, Yasushi Negishi, Kiyokuni Kawachiya, Ryo Matsumiya, Toshio Endo
Profiling based out-of-core hybrid method for large neural networks: poster. PPoPP (2019)
Tung D. Le, Haruki Imai, Yasushi Negishi, Kiyokuni Kawachiya
Automatic GPU memory management for large neural models in TensorFlow. ISMM (2019)
Yuki Ito, Haruki Imai, Tung Le Duc, Yasushi Negishi, Kiyokuni Kawachiya, Ryo Matsumiya, Toshio Endo
Profiling based Out-of-core Hybrid Method for Large Neural Networks. CoRR (2019)
Haruki Imai, Samuel Matzek, Tung D. Le, Yasushi Negishi, Kiyokuni Kawachiya
High Resolution Medical Image Segmentation Using Data-Swapping Method. MICCAI (3) (2019)
Taro Sekiyama, Takashi Imamichi, Haruki Imai, Rudy Raymond
Profile-guided memory optimization for deep neural networks. CoRR (2018)
Tung D. Le, Haruki Imai, Yasushi Negishi, Kiyokuni Kawachiya
TFLMS: Large Model Support in TensorFlow by Graph Rewriting. CoRR (2018)
Tung D. Le, Taro Sekiyama, Yasushi Negishi, Haruki Imai, Kiyokuni Kawachiya
Involving CPUs into Multi-GPU Deep Learning. ICPE (2018)
Haruki Imai, Samuel Matzek, Tung D. Le, Yasushi Negishi, Kiyokuni Kawachiya
Fast and Accurate 3D Medical Image Segmentation with Data-swapping Method. CoRR (2018)
Yoichi Hatsutori, Katsumasa Yoshikawa, Haruki Imai
Estimating Legal Document Structure by Considering Style Information and Table of Contents. JSAI-isAI Workshops (2016)
Haruki Imai, Kumiko Maeda, Tatsuhiro Chiba, Yasushi Negishi, Akira Koseki, Toru Aihara, Hideaki Komatsu
An event-processing system alerting analytically to networked vehicles. ITSC (2013)