Session information

General Session

General Session » [GS] J-2 Machine learning

[4I2-J-2] Machine learning: uncertainty of targets

Fri. Jun 7, 2019 12:00 PM - 1:20 PM Room I (306+307 Small meeting rooms)

Chair:Kazuhiro Hotta Reviewer:Akisato Kimura

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12:00 PM - 12:20 PM

[4I2-J-2-01] Importance of Uncertainty Estimation in Deep Learning

〇Iwao Maeda¹, Hiroyasu Matsushima¹, Hiroki Sakaji¹, Kiyoshi Izumi¹, David deGraw², Hirokazu Tomioka², Atsuo Kato³, Michiharu Kitano³ (1. The University of Tokyo, 2. Daiwa Securities Co. Ltd., 3. Daiwa Institute of Research Ltd.)

12:20 PM - 12:40 PM

[4I2-J-2-02] Deep learning based on GAIN for mimesis

〇Kai Tomono¹, Hajime Nobuhara¹, Shin Kawai¹ (1. University of Tsukuba)

12:40 PM - 1:00 PM

[4I2-J-2-03] Deep Unsupervised Anomaly Segmentation via Aleatoric Uncertainty-Aware Score

〇Kazuki Sato¹, Kenta Hama¹, Takashi Matsubara¹, Kuniaki Uehara¹ (1. Kobe University)

1:00 PM - 1:20 PM

[4I2-J-2-04] Monocular depth estimation using overlap information

〇michiru takamine¹, Satoshi Endo¹, Jakub Kolodziejczyk², Taiki Nishime² (1. University of the ryukyus, 2. LiLz Inc.)

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