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 Conference Papers (Available on Advance Programs)  (Sort by: Date Descending)
 Results 1 - 7 of 7  /   
Committee Date Time Place Paper Title / Authors Abstract Paper #
ISEC 2024-05-15
13:25		 Tokyo Kikai-Shinko-Kaikan Bldg. Detection of Adversarial Example Attacks in Deep Learning Focusing on Data Manifolds and Inner Product Signs in Classifiers
Hiroki Hisashige, Hajime Tasaki, Mao Fujita, Jinhui Chao (Chuo Univ.) 		 [more]
PRMU, IBISML, IPSJ-CVIM [detail] 2023-03-02
11:40		 Hokkaido Future University Hakodate
(Primary: On-site, Secondary: Online)		 Novel Adversarial Attacks Based on Embedding Geometry of Data Manifolds
Masahiro Morita, Hajime Tasaki, Jinhui Chao (Chuo Univ.) PRMU2022-84 IBISML2022-91		 It has been shown recently that adversarial examples inducing misclassification by deep neural networks exist in the ort... [more] PRMU2022-84 IBISML2022-91
pp.140-145
PRMU 2021-10-09
09:30		 Online Online Explaining Adversarial Examples by the Embedding Structure of Data Manifold
Hajime Tasaki, Yuji Kaneko, Jinhui Chao (Chuo Univ.) PRMU2021-19		 It is widely known that adversarial examples cause misclassification in classifiers using deep learning. Inspite of nume... [more] PRMU2021-19
pp.17-21
PRMU, BioX 2017-03-20
10:50		 Aichi   Structure Estimation of Topological Manifolds and Manifold Learning
Hajime Tasaki (Chuo Univ.), Reiner Lenz (Linkoping Univ.), Jinhui Chao (Chuo Univ.) BioX2016-35 PRMU2016-198		 Manifold learning algorithms try to find the low dimensional representation of high dimensional data for the visualizati... [more] BioX2016-35 PRMU2016-198
pp.11-15
HIP 2017-03-10
14:00		 Osaka CiNet Measurement of discrimination thresholds in facial expression recognition and investigation on expression space
Runa Sumiya, Hajime Tasaki (Chuo Univ.), Reiner Lenz (Linköping Univ.), Jinhui Chao (Chuo Univ.) HIP2016-89		 Current representation of human facial expressions is a qualitative description by category classification into 6 basic ... [more] HIP2016-89
pp.85-90
HCGSYMPO
(2nd)		 2016-12-07
- 2016-12-09		 Kochi Kochi City Culture Plaza (CUL-PORT) Intrinsic geometry of facial expression space based on facial expression discrimination thresholds
Runa Sumiya, Hajime Tasaki (Chuo Univ.), Reiner Lenz (Linkoping Univ.), Chao Jinhui (Chuo Univ.) 		We show in this paper that the expression space is not Euclidean. In particular, we measure the JND discrimination thres... [more]
IBISML 2016-03-18
11:30		 Tokyo Institute of Statistical Mathematics Dimension Estimation of Topological Manifolds based on Measure of Simplexes and Application to Manifold Learning
Hajime Tasaki, Jinhui Chao (Chuo Univ.) IBISML2015-102		 Dimension reduction is one of the most important issues in machine learning and computational intelligence for reduction... [more] IBISML2015-102
pp.59-62
 Results 1 - 7 of 7  /   
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