Thu, Dec 22 AM 10:00 - 14:20 |
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10:00-10:10 |
Introduction of Session ( 10 min. ) |
(1) |
10:10-10:50 |
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(2) |
10:50-11:30 |
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11:30-13:00 |
Lunch Break ( 90 min. ) |
(3) |
13:00-13:40 |
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(4) |
13:40-14:20 |
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14:20-14:30 |
Break ( 10 min. ) |
Thu, Dec 22 PM 14:30 - 16:55 |
(5) |
14:30-14:50 |
Serendipity-aware niche content recommendation system |
Shogo Kawasaki, (KIT) |
(6) |
14:50-15:10 |
Prediction of Answers Considering Characteristics |
Yo Ehara (TGU) |
(7) |
15:10-15:30 |
Effect of Prior Distribution when Data-Generating Process is in a Neighborhood of Singularities of Learning Machines |
Nozomi Maki, Sumio Watanabe (TokyoTech) |
(8) |
15:30-15:45 |
[Short Paper]
Semi supervised image classification using unreliable pseudo label |
Jihong Hu, Yinhao Li, Yen-Wei Chen (Ritsumeikan Univ.) |
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15:45-15:55 |
Break ( 10 min. ) |
(9) |
15:55-16:15 |
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(10) |
16:15-16:35 |
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(11) |
16:35-16:55 |
Implementation and evaluation of Noisy Nets to Reinforcement learning of Automated Designing ICT System |
Tianchen Zhou (Sophia Univ.), Yutaka Yakuwa (NEC), Natsuki Okamura (Sophia Univ.), Takayuki Kuroda (NEC), Ikuko E. Yairi (Sophia Univ.) |
Fri, Dec 23 AM 09:20 - 11:30 |
(12) |
09:20-09:40 |
Embedding stochastic differential equations into neural networks using duality |
Naoki Sugishita, Jun Ohkubo (Saitama Univ.) |
(13) |
09:40-10:00 |
Effect of memory unit initialization on performance for function approximation |
Yuto Terasawa, Jun Ohkubo (Saitama Univ.) |
(14) |
10:00-10:20 |
Zero-shot domain adaptation based on dual-level mix and contrast |
Yu Zhe, Fukuchi Kazuto, Sakuma Jun (Tsukuba Univ/Riken AIP) |
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10:20-10:30 |
Break ( 10 min. ) |
(15) |
10:30-10:50 |
Statistically Significant Concept-based Explanation via Model Knockoffs |
Kaiwen Xu, Kazuto Fukuchi, Youhei Akimoto, Jun Sakuma (Univ. Tsukuba/RIKEN AIP) |
(16) |
10:50-11:10 |
Interpretable Deep Image Classifier with Class-distinguishable Concept Text |
Kazuhiro Saito, Kazuto Fukuchi (Univ.Tsukuba), Jun Sakuma (Univ.Tsukuba/RIKEN) |
(17) |
11:10-11:30 |
Enhancement of Audio Signals Using Learning from Positive and Unlabelled Data |
Nobutaka Ito, Masashi Sugiyama (UTokyo) |
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11:30-13:00 |
Lunch Break ( 90 min. ) |
Fri, Dec 23 PM 13:00 - 15:50 |
(18) |
13:00-13:20 |
Initial evaluation of node embedding using quantum walk |
Rei Sato, Shuichiro Haruta, Kazuhiro Saito, Mori Kurokawa (KDDI Research, Inc.) |
(19) |
13:20-13:40 |
Improvement of Defect Detection Accuracy by Background Subtraction Method Using CycleGAN |
Sota Sugiyama, Naoyuki Aikawa (TUS) |
(20) |
13:40-14:00 |
Multi-objective Bayesian Optimization for Identifying Distributionally-robust Pareto-frontier |
Yu Inatsu (Nitech), Ichiro Takeuchi (Nagoya Univ./RIKEN) |
(21) |
14:00-14:20 |
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14:20-14:30 |
Break ( 10 min. ) |
(22) |
14:30-14:50 |
Selective Inference for Cluster Level Inference in Brain Image Analysis |
Masaya Ikuta, Mizuki Sato (NITech), Akifumi Yamada (Nagoya Univ.), Vo Nguyen Le Duy (NITech/RIKEN), Ryo Emoto (Nagoya Univ.), Yuko Ishimaru, Yuka Takao, Atsushi Kawaguchi (Saga Univ.), Shigeyuki Matsui (Nagoya Univ.), Ichiro Takeuchi (Nagoya Univ./RIKEN) |
(23) |
14:50-15:10 |
Nys-Newton: Nyström-Approximated Curvature for Convex Optimization |
Hardik Tankaria, Dinesh Singh (Kyoto Univ.), Makoto Yamada (Kyoto Univ./OIST) |
(24) |
15:10-15:30 |
Fixed Support Tree-Sliced Wasserstein Barycenter |
Yuki Takezawa, Ryoma Sato (Kyoto Univ./RIKEN AIP), Zornitsa Kozareva (Meta AI), Sujith Ravi (SliceX AI), Makoto Yamada (Kyoto University/RIKEN AIP/OIST) |
(25) |
15:30-15:50 |
Finding of Corporate Growth Patterns by Shapley Values
-- Case Study of Academy Development in the J-League -- |
Seiji Matsuhashi, Yukari Shirota (Gakushuin Univ) |