이성윤 프로필 사진

이성윤

Lee, Sungyoon

컴퓨터소프트웨어학부

공과대학

ORCID Google Scholar

연구분야

  • 신뢰가능한 기계학습, 
  • 인공지능;딥러닝

자료 필터

자료유형

발행연도

2023 ~ 2026
2023 2026

키워드

언어

전체 11건 중 1번부터 10번까지의 결과를 표시합니다.

2026
Article

Human Activity Recognition Dataset for Pedestrians with Mobility Disabilities

  • 2026-01
  • Scientific Data
  • NATURE PORTFOLIO
2025
Article

How Classifier Features Transfer to Downstream: An Asymptotic Analysis in a Two-Layer Model

  • Yoo, Hee Bin ; 
  • Lee, Sungyoon ; 
  • Jang, Cheongjae ; 
  • Han, Dong-Sig ; 
  • Kim, Jaein ; 
  • 외 2명
  • 2025-12
  • Advances in Neural Information Processing Systems
  • Neural information processing systems foundation
Article

Prior Forgetting and In-Context Overfitting

  • 2025-12
  • Advances in Neural Information Processing Systems
  • Neural information processing systems foundation
Article

Variance Sensitivity Induces Attention Entropy Collapse in Transformers

  • 2025-11
  • EMNLP 2025 - 2025 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference
  • Association for Computational Linguistics (ACL)
2024
Article

Sliced Wasserstein adversarial training for improving adversarial robustness

  • 2024-08
  • Journal of Ambient Intelligence and Humanized Computing
  • Springer Verlag
2023
Article

Bridged adversarial training

  • 2023-10
  • Neural Networks
  • PERGAMON-ELSEVIER SCIENCE LTD
12 끝