Zobrazeno 1 - 10
of 234
pro vyhledávání: '"Lee, Hansang"'
Generative diffusion models have emerged as a powerful tool for high-quality image synthesis, yet their iterative nature demands significant computational resources. This paper proposes an efficient time step sampling method based on an image spectra
Externí odkaz:
http://arxiv.org/abs/2407.12173
In this paper, we propose a novel data augmentation technique called GenMix, which combines generative and mixture approaches to leverage the strengths of both methods. While generative models excel at creating new data patterns, they face challenges
Externí odkaz:
http://arxiv.org/abs/2405.20650
Mixed Sample Data Augmentation (MSDA) techniques, such as Mixup, CutMix, and PuzzleMix, have been widely acknowledged for enhancing performance in a variety of tasks. A previous study reported the class dependency of traditional data augmentation (DA
Externí odkaz:
http://arxiv.org/abs/2307.09136
As the size of the dataset used in deep learning tasks increases, the noisy label problem, which is a task of making deep learning robust to the incorrectly labeled data, has become an important task. In this paper, we propose a method of learning no
Externí odkaz:
http://arxiv.org/abs/2212.00479
Uncertainty estimation of trained deep learning networks is valuable for optimizing learning efficiency and evaluating the reliability of network predictions. In this paper, we propose a method for estimating uncertainty in deep learning image classi
Externí odkaz:
http://arxiv.org/abs/2212.00214
Autor:
Park, Jong Won1 (AUTHOR) jongwon987@yuhs.ac, Lee, Hansang2 (AUTHOR) hansanglee@kaist.ac.kr, Hong, Helen3 (AUTHOR) hlhong@swu.ac.kr, Seong, Jinsil1 (AUTHOR) hlhong@swu.ac.kr
Publikováno v:
Cancers. Nov2023, Vol. 15 Issue 22, p5405. 14p.
Microstructural evolution of P92 steel in IN740H/P92 dissimilar weld joints during creep deformation
Autor:
Seo, Wi-Geol, Suh, Jin-Yoo, Singh, Abhishek, Shim, Jae-Hyeok, Lee, Hansang, Yoo, Keunbong, Choi, Shi-Hoon
Publikováno v:
In Materials Science & Engineering A 21 July 2021 821
Autor:
Lee, Hansang
Stephen Charnock (1628-1680) is arguably remembered for his importance, at the zenith of Puritan or English Reformed scholastic divinity, in terms of the doctrine of God’s existence and attributes. He also contributed to Reformed orthodox or Purita
Externí odkaz:
http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.562423
Autor:
Han, Hwa Seung, Lee, Hansang, You, DongGil, Nguyen, Van Quy, Song, Dae-Geun, Oh, Byeong Hoon, Shin, Sol, Choi, Ji Suk, Kim, Jae Dong, Pan, Cheol-Ho, Jo, Dong-Gyu, Cho, Yong Woo, Choi, Ki Young, Park, Jae Hyung
Publikováno v:
In Journal of Controlled Release 10 April 2020 320:328-336