[2N6-GS-10] AI application

Wed. Jun 7, 2023 5:30 PM - 7:30 PM Room N (D2)

座長：大西貴士（日本電気）［現地］

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5:30 PM - 5:50 PM

[2N6-GS-10-01] Estimating Impact of Hull Fouling Using Deep Learning

〇Takashi Matsumoto¹, Kenichi Fujiwara¹ (1. INPEX CORPORATION)

5:50 PM - 6:10 PM

[2N6-GS-10-02] Automatic Berthing and Collision Avoidance by Domain Randomization

〇Koki Kawakami^1,3, Yoshiki Miyauchi², Atsuo Maki², Youhei Akimoto^1,3 (1. Univ. of Tsukuba, 2. Univ. of Osaka, 3. RIKEN Center for Advanced Intelligence Project)

6:10 PM - 6:30 PM

[2N6-GS-10-03] Comparison study of continuous and discrete latent variable models for anomaly detection of river revetment using VAE

〇Yukino Tsuzuki¹, Ryuto Yoshida¹, Junichi Okubo¹, Junichiro Fujii¹ (1. Yachiyo Engineering Co., Ltd.)

6:30 PM - 6:50 PM

[2N6-GS-10-04] Validation of the application of a multimodal model in the detection of illegal dumping in rivers

〇Masahiro Okano Okano¹, Ryuto Yoshida¹, Yuta Takahasi¹, Junichiro Fujii¹, Masazumi Amakata¹ (1. Yachiyo Engineering Co., Ltd.)

6:50 PM - 7:10 PM

[2N6-GS-10-05] A Study on Autonomy of Image Segmentation Model by Reinforcement Learning

〇masashi yamawaki¹, yuu kawazoe¹, yutaka utsunomiya¹ (1. CTI Engineering Co., Ltd.)

7:10 PM - 7:30 PM

[2N6-GS-10-06] Quantum GAN with Distribution Initialization for Financial Option Pricing

〇Yuichi Sano¹, Ryosuke Koga¹, Masaya Abe², Kei Nakagawa² (1. Kyoto University, 2. Nomura Asset Management Co,Ltd.)

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