Online edition: ISSN 2432-6380
[TOP] | [2018] | [2019] | [2020] | [2021] | [2022] | [2023] | [2024] | [Japanese] / [English]
IBISML2022-40
(See Japanese page.)
p. 1
IBISML2022-41
(See Japanese page.)
p. 2
IBISML2022-42
(See Japanese page.)
p. 3
IBISML2022-43
(See Japanese page.)
pp. 4 - 5
IBISML2022-44
Serendipity-aware niche content recommendation system
Shogo Kawasaki, (KIT)
pp. 6 - 13
IBISML2022-45
Prediction of Answers Considering Characteristics
Yo Ehara (TGU)
pp. 14 - 17
IBISML2022-46
Effect of Prior Distribution when Data-Generating Process is in a Neighborhood of Singularities of Learning Machines
Nozomi Maki, Sumio Watanabe (TokyoTech)
pp. 18 - 23
IBISML2022-47
[Short Paper]
Semi supervised image classification using unreliable pseudo label
Jihong Hu, Yinhao Li, Yen-Wei Chen (Ritsumeikan Univ.)
pp. 24 - 29
IBISML2022-48
(See Japanese page.)
pp. 30 - 37
IBISML2022-49
(See Japanese page.)
pp. 38 - 45
IBISML2022-50
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.)
pp. 46 - 53
IBISML2022-51
Embedding stochastic differential equations into neural networks using duality
Naoki Sugishita, Jun Ohkubo (Saitama Univ.)
pp. 54 - 61
IBISML2022-52
Effect of memory unit initialization on performance for function approximation
Yuto Terasawa, Jun Ohkubo (Saitama Univ.)
pp. 62 - 69
IBISML2022-53
Zero-shot domain adaptation based on dual-level mix and contrast
Yu Zhe, Fukuchi Kazuto, Sakuma Jun (Tsukuba Univ/Riken AIP)
pp. 70 - 77
IBISML2022-54
Statistically Significant Concept-based Explanation via Model Knockoffs
Kaiwen Xu, Kazuto Fukuchi, Youhei Akimoto, Jun Sakuma (Univ. Tsukuba/RIKEN AIP)
pp. 78 - 85
IBISML2022-55
Interpretable Deep Image Classifier with Class-distinguishable Concept Text
Kazuhiro Saito, Kazuto Fukuchi (Univ.Tsukuba), Jun Sakuma (Univ.Tsukuba/RIKEN)
pp. 86 - 93
IBISML2022-56
Enhancement of Audio Signals Using Learning from Positive and Unlabelled Data
Nobutaka Ito, Masashi Sugiyama (UTokyo)
pp. 94 - 100
IBISML2022-57
Initial evaluation of node embedding using quantum walk
Rei Sato, Shuichiro Haruta, Kazuhiro Saito, Mori Kurokawa (KDDI Research, Inc.)
pp. 101 - 105
IBISML2022-58
Improvement of Defect Detection Accuracy by Background Subtraction Method Using CycleGAN
Sota Sugiyama, Naoyuki Aikawa (TUS)
pp. 106 - 111
IBISML2022-59
Multi-objective Bayesian Optimization for Identifying Distributionally-robust Pareto-frontier
Yu Inatsu (Nitech), Ichiro Takeuchi (Nagoya Univ./RIKEN)
pp. 112 - 119
IBISML2022-60
(See Japanese page.)
pp. 120 - 127
IBISML2022-61
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)
pp. 128 - 133
IBISML2022-62
Nys-Newton: Nyström-Approximated Curvature for Convex Optimization
Hardik Tankaria, Dinesh Singh (Kyoto Univ.), Makoto Yamada (Kyoto Univ./OIST)
pp. 134 - 141
IBISML2022-63
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)
pp. 142 - 149
IBISML2022-64
Finding of Corporate Growth Patterns by Shapley Values
-- Case Study of Academy Development in the J-League --
Seiji Matsuhashi, Yukari Shirota (Gakushuin Univ)
pp. 150 - 157
Note: Each article is a technical report without peer review, and its polished version will be published elsewhere.