IEICE Society Conference 2025
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Session Details

一般セッションN. NOLTA Society : N-1．Nonlinear Problems

[N-1]Nonlinear Problems

Wed. Sep 10, 2025 10:00 AM - 12:15 PM JST
Wed. Sep 10, 2025 1:00 AM - 3:15 AM UTC
Building for General Education (A/B/C) 2F B25(Okayama University)
Chair:tanji Yuichi(Kagawa University), YASUSHI HOTTA(University of Hyogo)
10:00 AM - 10:15 AM JST(1:00 AM - 1:15 AM UTC)

[N-1-01]Regular Simplex Structure of Weight Vectors and Learning Dynamics in Deep Learning Classifiers

〇Kenya Jin'no1 (1. Tokyo City University)
10:15 AM - 10:30 AM JST(1:15 AM - 1:30 AM UTC)Candidate for Academic Incentive AwardCareer Explorer

[N-1-02]Assessing Geometric and Topological Similarity between Deep Autoencoder and Isomap Embeddings

◎△Chika Obata1, Kenya Jin'no1 (1. Tokyo City University)
10:30 AM - 10:45 AM JST(1:30 AM - 1:45 AM UTC)

[N-1-03]Investigation of evaluation metrics for cucumbers using unsupervised learning

〇Tsukasa Ishii1, Tiejun Zhao2, Nina Sviridova1,3 (1. Tokyo city Univ., 2. Niigata Agro-Food Univ., 3. University of Tokyo)
10:45 AM - 11:00 AM JST(1:45 AM - 2:00 AM UTC)

[N-1-04]Analyzing the Impact of Batch Normalization on Intermediate Representations and Class Separability in CNNs

〇Kanon Shimizu1, Kenya Jinno1 (1. Tokyo City University)
11:00 AM - 11:15 AM JST(2:00 AM - 2:15 AM UTC)

Break time

11:15 AM - 11:30 AM JST(2:15 AM - 2:30 AM UTC)

[N-1-05]A Cleansing Method for Datasets with Incorrect Labels in Pattern Classification

〇Yuto Tomohara1, Yuta Ishihara1, Ken’ichi Fujimoto1, Hiroshi Murai2, Junko Ishikawa2, Dai Mitsushima2 (1. Kagawa univ., 2. Yamaguchi univ.)
11:30 AM - 11:45 AM JST(2:30 AM - 2:45 AM UTC)Candidate for Academic Incentive Award

[N-1-06]Evaluation of Federated Learning of YOLO Models based on Decentralized Spanning Tree Generation

◎Yuki Mori1, Tsuyoshi Migita2, Norikazu Takahashi2 (1. Okayama University, 2. Faculty of Environmental, Life, Natural Science and Technology, Okayama University)
11:45 AM - 12:00 PM JST(2:45 AM - 3:00 AM UTC)

[N-1-07]On the Geometric Structure-Preserving Variational Autoencoder

〇Yuki Tani1, Michiharu Maeda1 (1. Fukuoka Institute of Technology)
12:00 PM - 12:15 PM JST(3:00 AM - 3:15 AM UTC)Candidate for Academic Incentive AwardCareer Explorer

[N-1-08]A Study on How Hierarchical Grouping Affects Feature Extraction in CNNs

◎△Jirayus Lapamnuaypol1, Kenya Jin'no1 (1. Tokyo City University)
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