EN
11 Jan 2022
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Paper Review
Adversarial Learning
Optical Character Recognition
Out-of-Distribution Detection
This article explains the key points of Captcha Attack: Turning Captchas Against Humanity. 2022-01-11 (arXiv) Conti, Mauro, Pajola, Luca, Tricomi, Pier Paolo. Department of Mathematics, University of Padua Paper, version 3 (revised 2022-04-04; this review uses the revised version) Read this article in Korean Summary The paper studies how images...
KO
11 Jan 2022
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Paper Review
Adversarial Learning
Optical Character Recognition
Out-of-Distribution Detection
이번 글에서는 Captcha Attack: Turning Captchas Against Humanity 논문의 핵심 포인트만 간단히 정리한다. 2022년 1월 11일(Arxiv) Conti, Mauro, Pajola, Luca, Tricomi, Pier Paolo. Department of Mathematics, University of Padua 논문 3판 (2022년 4월 4일 개정, 이 글은 개정판을 기준으로 작성했다) 영문판 보기 요약 이 논문은 왜곡된 텍스트가 담긴 이미지가 온라인...
EN
10 Jan 2022
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Paper Review
Reward Design
Reinforcement Learning
Specification Gaming
Out-of-Distribution Detection
This article explains the key points of The Effects of Reward Misspecification: Mapping and Mitigating Misaligned Models. 2022-01-10 (arXiv) Pan, Alexander, Bhatia, Kush, Steinhardt, Jacob. Caltech, UC Berkeley Paper, arXiv v2 (2022-02-14) Read this article in Korean Summary Reinforcement learning agents can exploit a proxy reward, a measurable substitute for...
KO
10 Jan 2022
|
Paper Review
Reward Design
Reinforcement Learning
Specification Gaming
Out-of-Distribution Detection
이번 글에서는 The Effects of Reward Misspecification: Mapping and Mitigating Misaligned Models 논문의 핵심 포인트만 간단히 정리한다. 2022년 1월 10일(Arxiv) Pan, Alexander, Bhatia, Kush, Steinhardt, Jacob. Caltech, UC Berkeley 논문 링크, arXiv v2 (2022-02-14) 영문판 보기 요약 강화학습 에이전트는 의도한 목표를 대신해 측정하는 proxy reward를 악용하면서 실제 목표를 해칠 수...
EN
10 Jan 2022
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Paper Review
CNN
Model Architecture
Image Classification
This article explains the key points of A ConvNet for the 2020s. 2022-01-10 (arXiv) Liu, Zhuang, Mao, Hanzi, Wu, Chao-Yuan, Feichtenhofer, Christoph, Darrell, Trevor, Xie, Saining. Facebook AI Research (FAIR), UC Berkeley Paper, version 2 (revised 2022-03-02; this review uses the revised version) Read this article in Korean Summary This...
