Zobrazeno 1 - 10
of 2 033
pro vyhledávání: '"Cho, Hye In"'
Diffusion based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection
Autor:
Yoon, Suhee, Yoon, Sanghyu, Lee, Hankook, Sim, Ye Seul, Choi, Sungik, Lee, Kyungeun, Cho, Hye-Seung, Lim, Woohyung
Out-of-distribution (OOD) detection, which determines whether a given sample is part of the in-distribution (ID), has recently shown promising results through training with synthetic OOD datasets. Nonetheless, existing methods often produce outliers
Externí odkaz:
http://arxiv.org/abs/2408.14841
Autor:
Lee, Kyungeun, Sim, Ye Seul, Cho, Hye-Seung, Eo, Moonjung, Yoon, Suhee, Yoon, Sanghyu, Lim, Woohyung
The ability of deep networks to learn superior representations hinges on leveraging the proper inductive biases, considering the inherent properties of datasets. In tabular domains, it is critical to effectively handle heterogeneous features (both ca
Externí odkaz:
http://arxiv.org/abs/2405.07414
Autor:
Min, Huitae1 (AUTHOR), Cho, Hye-Sim2 (AUTHOR), Lee, Hoe-Suk3 (AUTHOR), Park, Young-Tae1 (AUTHOR) pyt1017@kist.re.kr, Lee, Hu-Jang4 (AUTHOR) hujang@gnu.ac.kr, Park, Hyun-Sik2 (AUTHOR) inner21c@naver.com
Publikováno v:
Scientific Reports. 11/12/2024, Vol. 14 Issue 1, p1-11. 11p.
Publikováno v:
In Chemosphere December 2024 369
Autor:
Lee, Younghoon, Seo, Minjun, Yun, Suk-hyun, Yu, Minyeong, Kim, Hyo Jin, Cho, Hye Won, Byeon, Hee Won, Park, Seong Ok, Uyangaa, Erdenebileg, Jeon, Hyunjin, Lee, Minhyeong, Kwon, Young Do, Eo, Seong Kug
Publikováno v:
In Antiviral Research November 2024 231
Publikováno v:
In Applied Geochemistry November 2024 175
Publikováno v:
In Journal of Building Engineering 1 November 2024 96
Publikováno v:
In Clinical Nutrition ESPEN October 2024 63:371-377
Autor:
Cho, Hye-Seong, Yang, Cho-Hee, Kim, Yoon-Hee, Kim, Young Jun, Yoo, Kwanghee, Shin, Minsup, Bae, Han-Joo, Jun, Bong-Hyun
Publikováno v:
In Journal of Alloys and Compounds 5 January 2025 1010
Autor:
Sung, Kyung-Soo1 (AUTHOR) kssung@protavic.co.kr, Cho, Hye-Won1 (AUTHOR) hwcho@protavic.co.kr, Lee, Dae-Ho2 (AUTHOR) ldh9139@naver.com, Kim, Woonjung3 (AUTHOR) wjkim@hnu.kr, Kim, Namil2 (AUTHOR) nikim@hnu.kr
Publikováno v:
Polymers (20734360). Sep2024, Vol. 16 Issue 17, p2510. 12p.