Organized Session

[2L5-OS-19a] OS-19

Wed. May 29, 2024 3:30 PM - 5:10 PM Room L (Room 52)

オーガナイザ：磯部祥尚（産業技術総合研究所）、中島震（放送大学・国立情報学研究所）、小林健一（富士通株式会社）

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3:30 PM - 3:50 PM

[2L5-OS-19a-01] Safety quality management methods in the development of AI modules

〇Takaaki Namba¹, Tamao Okamoto¹, Yoshihiro Nakabo², Yasushi Sumi², Bong-Keun Kim², Kiyoshi Fujiwara², Takuya Ogure² (1. AIST / Panasonic Holdings Corp., 2. AIST)

3:50 PM - 4:10 PM

[2L5-OS-19a-02] AITHub: FAIR-oriented Sharing Platform for AI Quality Assessment Methods

〇Takao Nakagawa¹, Kenichirou Narita¹, Yuta Iwase¹, Kyoungsook Kim¹ (1. National Institute of Advanced Industrial Science and Technology)

4:10 PM - 4:30 PM

[2L5-OS-19a-03] Visualization Methods for Adjustment Policies and Work History Related to Machine Learning Models

〇Yuri Miyagi¹, Masaki Onishi¹ (1. National Institute of Advanced Industrial Science and Technology)

4:30 PM - 4:50 PM

[2L5-OS-19a-04] Robustness comparison of different learning rates of optimization algorithms in CNN models

Yuto Yokoyama¹, 〇Kozo Okano¹, Shinpei Ogata¹, Shin Nakajima² (1. Shinshu-University, 2. National Institute of Informatics)

4:50 PM - 5:10 PM

[2L5-OS-19a-05] Efficient search for data augmentation policies by applying affinity and diversity

〇Tomoumi Takase¹ (1. National Institute of Advanced Industrial Science and Technology)

Organized Session

[2L6-OS-19b] OS-19

Wed. May 29, 2024 5:30 PM - 7:10 PM Room L (Room 52)

オーガナイザ：磯部祥尚（産業技術総合研究所）、中島震（放送大学・国立情報学研究所）、小林健一（富士通株式会社）

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5:30 PM - 5:50 PM

[2L6-OS-19b-01] A Study on Generative Automatic Data Augmentation Based on Text-Driven Attribute Manipulation

〇Masatoshi Sekine¹, Daisuke Shimbara¹, Tomoyuki Myojin¹, Eri Imatani¹ (1. Hitachi, Ltd.)

5:50 PM - 6:10 PM

[2L6-OS-19b-02] Automatic Selection of Retraining Data Based on Misprediction Analysis of Production Models

〇Keita Sakuma¹, Ryuta Matsuno¹, Masakazu Hirokawa¹, Yoshio Kameda¹ (1. NEC Corporation)

6:10 PM - 6:30 PM

[2L6-OS-19b-03] Confident Learning using Confidence Entropy of Classifier Output

〇Takayuki Takaai Takaai¹, Masateru Taniguchi¹ (1. Osaka University)

6:30 PM - 6:50 PM

[2L6-OS-19b-04] Toward Individual Fairness Testing for XGBoost Classifier through Formal Verification

〇Zhenjiang Zhao¹, Takahisa Toda¹, Takashi Kitamura² (1. The University of Electro-Communications, 2. National Institute of Advanced Industrial Science and Technology)

6:50 PM - 7:10 PM

[2L6-OS-19b-05] Estimating Generalization Error Bounds for Worst Weight-Perturbed Neural Classifiers

〇Yoshinao Isobe¹ (1. National Institute of Advanced Industrial Science and Technology)

Sessions

Organized Session » OS-19