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2020 – today
- 2023
[c6]Shuhei Nitta, Taiji Suzuki, Albert Rodríguez Mulet, Atsushi Yaguchi, Ryusuke Hirai:
Scalable Federated Learning for Clients with Different Input Image Sizes and Numbers of Output Categories. ICMLA 2023: 764-769- [i3]Shuhei Nitta, Taiji Suzuki, Albert Rodríguez Mulet, Atsushi Yaguchi, Ryusuke Hirai:
Scalable Federated Learning for Clients with Different Input Image Sizes and Numbers of Output Categories. CoRR abs/2311.08716 (2023) - 2021
- [c5]Atsushi Yaguchi, Taiji Suzuki, Shuhei Nitta, Yukinobu Sakata, Akiyuki Tanizawa:
Decomposable-Net: Scalable Low-Rank Compression for Neural Networks. IJCAI 2021: 3249-3256
2010 – 2019
- 2019
- [c4]Atsushi Yaguchi, Kota Aoyagi, Akiyuki Tanizawa, Yoshiharu Ohno:
3D fully convolutional network-based segmentation of lung nodules in CT images with a clinically inspired data synthesis method. Medical Imaging: Computer-Aided Diagnosis 2019: 109503G - [i2]Atsushi Yaguchi, Taiji Suzuki, Shuhei Nitta, Yukinobu Sakata, Akiyuki Tanizawa:
Scalable Deep Neural Networks via Low-Rank Matrix Factorization. CoRR abs/1910.13141 (2019) - 2018
- [c3]Atsushi Yaguchi, Taiji Suzuki, Wataru Asano, Shuhei Nitta, Yukinobu Sakata, Akiyuki Tanizawa:
Adam Induces Implicit Weight Sparsity in Rectifier Neural Networks. ICMLA 2018: 318-325 - [i1]Atsushi Yaguchi, Taiji Suzuki, Wataru Asano, Shuhei Nitta, Yukinobu Sakata, Akiyuki Tanizawa:
Adam Induces Implicit Weight Sparsity in Rectifier Neural Networks. CoRR abs/1812.08119 (2018) - 2015
- [c2]Atsushi Yaguchi, Tomoya Okazaki, Tomoyuki Takeguchi, Sumiaki Matsumoto, Yoshiharu Ohno, Kota Aoyagi, Hitoshi Yamagata:
Semi-automated segmentation of solid and GGO nodules in lung CT images using vessel-likelihood derived from local foreground structure. Medical Imaging: Computer-Aided Diagnosis 2015: 94142S - 2011
- [j1]Atsushi Yaguchi, Tadaaki Hosaka, Takayuki Hamamoto
:
Image Quality Enhancement for Single-Image Super Resolution Based on Local Similarities and Support Vector Regression. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 94-A(2): 552-554 (2011) - [c1]Atsushi Yaguchi, Takumi Kobayashi, Kenji Watanabe, Kenji Iwata, Tadaaki Hosaka, Nobuyuki Otsu:
Cancer detection from biopsy images using probabilistic and discriminative features. ICIP 2011: 1609-1612
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