Zobrazeno 1 - 10
of 7 175
pro vyhledávání: '"So, Fujiyoshi"'
Autor:
Long, Nguyen Huu Bao, Zhang, Chenyu, Shi, Yuzhi, Hirakawa, Tsubasa, Yamashita, Takayoshi, Matsui, Tohgoroh, Fujiyoshi, Hironobu
Publikováno v:
ACCV 2024
Vision Transformers with various attention modules have demonstrated superior performance on vision tasks. While using sparsity-adaptive attention, such as in DAT, has yielded strong results in image classification, the key-value pairs selected by de
Externí odkaz:
http://arxiv.org/abs/2410.08582
Autor:
Komatsu, Takumi, Kambara, Motonari, Hatanaka, Shumpei, Matsuo, Haruka, Hirakawa, Tsubasa, Yamashita, Takayoshi, Fujiyoshi, Hironobu, Sugiura, Komei
Domestic service robots (DSRs) that support people in everyday environments have been widely investigated. However, their ability to predict and describe future risks resulting from their own actions remains insufficient. In this study, we focus on t
Externí odkaz:
http://arxiv.org/abs/2407.13186
Autor:
Otsuki, Seitaro, Iida, Tsumugi, Doublet, Félix, Hirakawa, Tsubasa, Yamashita, Takayoshi, Fujiyoshi, Hironobu, Sugiura, Komei
The transparent formulation of explanation methods is essential for elucidating the predictions of neural networks, which are typically black-box models. Layer-wise Relevance Propagation (LRP) is a well-established method that transparently traces th
Externí odkaz:
http://arxiv.org/abs/2407.09115
Autor:
Fumiki Koga, Fumihiko Fujita, Takefumi Yoshida, Kenichi Koushi, Naohiro Yoshida, Takahiro Shigaki, Kenji Fujiyoshi, Naoki Mori, Tomoya Sudou, Jun Akiba, Nobuya Ishibashi, Touru Hisaka
Publikováno v:
Journal of the Anus, Rectum and Colon, Vol 8, Iss 4, Pp 316-322 (2024)
Objectives: In advanced left-sided colorectal cancer, cutting the root of the inferior mesenteric artery (IMA) branching from the aorta is recommended for complete lymph node dissection. However, this procedure sometimes causes severe complications.
Externí odkaz:
https://doaj.org/article/fc85c1ea459c4ded96faf922e34315a0
Autor:
Itaya, Hidenori, Hirakawa, Tsubasa, Yamashita, Takayoshi, Fujiyoshi, Hironobu, Sugiura, Komei
The excellent performance of Transformer in supervised learning has led to growing interest in its potential application to deep reinforcement learning (DRL) to achieve high performance on a wide variety of problems. However, the decision making of a
Externí odkaz:
http://arxiv.org/abs/2306.13879
Visual explanation is an approach for visualizing the grounds of judgment by deep learning, and it is possible to visually interpret the grounds of a judgment for a certain input by visualizing an attention map. As for deep-learning models that outpu
Externí odkaz:
http://arxiv.org/abs/2306.02257
Autor:
Fukai, Moto, Shibata, Kengo, Sakamoto, Sodai, Ishikawa, Takahisa, Kawamura, Norio, Fujiyoshi, Masato, Fujiyoshi, Sunao, Nakamura, Kosei, Bochimoto, Hiroki, Shimada, Shingo, Shimamura, Tsuyoshi, Taketomi, Akinobu
Publikováno v:
In Transplantation Proceedings October 2024 56(8):1890-1895
Autor:
Khalaf, Kareem, Seleq, Samir, Bourke, Michael J., Alkandari, Asma, Bapaye, Amol, Bechara, Robert, Calo, Natalia C., Fedorov, Evgeniy D., Hassan, Cesare, Kalauz, Mirjana, Kandel, Gabor P., Matsuda, Takahisa, May, Gary R., Mönkemüller, Klaus, Mosko, Jeffrey D., Ohno, Akiko, Pavic, Tajana, Pellisé, Maria, Raos, Zoe, Repici, Alessandro, Rex, Douglas K., Saxena, Payal, Schauer, Cameron, Sethi, Amrita, Sharma, Prateek, Shaukat, Aasma, Siddiqui, Uzma D., Singh, Rajvinder, Smith, Lesley-Ann, Tanabe, Mayo, Teshima, Christopher W., von Renteln, Daniel, Gimpaya, Nikko, Pawlak, Katarzyna M., Angeli Fujiyoshi, Mary Raina, Fujiyoshi, Yusuke, Lamba, Mehul, Li, Suqing, Malipatil, Sharan B., Grover, Samir C.
Publikováno v:
In Gastrointestinal Endoscopy September 2024 100(3):510-516
Autor:
Adachi, Hiroki, Hirakawa, Tsubasa, Yamashita, Takayoshi, Fujiyoshi, Hironobu, Ishii, Yasunori, Kozuka, Kazuki
While convolutional neural networks (CNNs) have achieved excellent performances in various computer vision tasks, they often misclassify with malicious samples, a.k.a. adversarial examples. Adversarial training is a popular and straightforward techni
Externí odkaz:
http://arxiv.org/abs/2302.08066
Autor:
Mayo Tanabe, Haruhiro Inoue, Yuto Shimamura, Akiko Toshimori, Marc Julius Hernandez Navarro, Yusuke Fujiyoshi, Mary Raina Angeli Fujiyoshi, Daijiro Shiomi, Yumi Kishi, Kei Ushikubo, Yohei Nishikawa, Manabu Onimaru, Takayoshi Ito, Naoyuki Uragami, Noboru Yokoyama
Publikováno v:
Endoscopy International Open, Vol 12, Iss 08, Pp E947-E954 (2024)
Externí odkaz:
https://doaj.org/article/19ac3431cec548a6a4e33454bce57520