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SCOPUS
A Unified Detector for Both Adversarial Attacks and Out-of-Distribution Samples Based on Kernel Path DistributionGo to Link

Kim, Seonggyeom; Kim, Minju; Chae, Dong-Kyu

ArticleIssue Date2025CitationLecture Notes in Computer Science, v.15870, pp 57 - 69PublisherSpringer Verlag
SCOPUS
Discrepancy-guided Channel Dropout for Domain Generalization

Kim, Seonggyeom; Park, Byeongtae; Lee, Harim; Chae, Dong-Kyu

ArticleIssue Date2024CitationInternational Conference on Information and Knowledge Management, Proceedings, pp 1110 - 1120
SCOPUS
Unsupervised Controllable Generation of Diffusion Models with Latent Variables in VAEsGo to Link

Kim, Minju; Kim, Seonggyeom; Chae, Dong-Kyu

ArticleIssue Date2025CitationLecture Notes in Computer Science, v.14852, pp 495 - 504PublisherSpringer Verlag
SCIESCOPUS
What Does a Model Really Look at?: Extracting Model-Oriented Concepts for Explaining Deep Neural NetworksGo to Link

Kim, Seonggyeom; Chae, Dong-Kyu

ArticleIssue Date2024CitationIEEE Transactions on Pattern Analysis and Machine Intelligence, v.46, no.7, pp 4612 - 4624PublisherInstitute of Electrical and Electronics Engineers
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