Zobrazeno 1 - 10
of 94
pro vyhledávání: '"Gu, Hyemin"'
We formulate well-posed continuous-time generative flows for learning distributions that are supported on low-dimensional manifolds through Wasserstein proximal regularizations of $f$-divergences. Wasserstein-1 proximal operators regularize $f$-diver
Externí odkaz:
http://arxiv.org/abs/2407.11901
In this paper, we propose Wasserstein proximals of $\alpha$-divergences as suitable objective functionals for learning heavy-tailed distributions in a stable manner. First, we provide sufficient, and in some cases necessary, relations among data dime
Externí odkaz:
http://arxiv.org/abs/2405.13962
We build a new class of generative algorithms capable of efficiently learning an arbitrary target distribution from possibly scarce, high-dimensional data and subsequently generate new samples. These generative algorithms are particle-based and are c
Externí odkaz:
http://arxiv.org/abs/2210.17230
Autor:
Gwon, Mi-Gyeong, Leem, Jaechan, An, Hyun-Jin, Gu, Hyemin, Bae, Seongjae, Kim, Jong Hyun, Park, Kwan-Kyu
Publikováno v:
In Molecular Therapy - Nucleic Acids 12 December 2023 34
Autor:
Gu, Hyemin1 (AUTHOR), An, Hyun-Jin1 (AUTHOR), Gwon, Mi-Gyeong1 (AUTHOR), Bae, Seongjae1 (AUTHOR), Zouboulis, Christos C.2 (AUTHOR), Park, Kwan-Kyu1 (AUTHOR) kkpark@cu.ac.kr
Publikováno v:
Biomolecules (2218-273X). Dec2022, Vol. 12 Issue 12, p1858. 16p.
Autor:
Kim, Young-Ah1 (AUTHOR), Gu, Hyemin1 (AUTHOR), Gwon, Mi-Gyeong1 (AUTHOR), An, Hyun-Jin1 (AUTHOR), Bae, Seongjae1 (AUTHOR), Leem, Jaechan2 (AUTHOR), Jung, Hyun Jin3 (AUTHOR), Park, Kwan-Kyu1 (AUTHOR) kkpark@cu.ac.kr, Lee, Sun-Jae1 (AUTHOR) kkpark@cu.ac.kr
Publikováno v:
International Journal of Molecular Sciences. Oct2022, Vol. 23 Issue 19, p11365. 13p.
Autor:
Bae, Seongjae1 (AUTHOR), Gu, Hyemin1 (AUTHOR), Gwon, Mi-Gyeong1 (AUTHOR), An, Hyun-Jin1 (AUTHOR), Han, Sang-Mi2 (AUTHOR), Lee, Sun-Jae1 (AUTHOR), Leem, Jaechan3 (AUTHOR), Park, Kwan-Kyu1 (AUTHOR) kkpark@cu.ac.kr
Publikováno v:
Toxins. Oct2022, Vol. 14 Issue 10, pN.PAG-N.PAG. 13p.
Autor:
Gu, Hyemin (AUTHOR), Shen, Liwei (AUTHOR)
Publikováno v:
Ecological Restoration. Jun2022, Vol. 40 Issue 2, p1-9. 9p.
Autor:
Gu, Hyemin1 (AUTHOR), Gwon, Mi-Gyeong1 (AUTHOR), Kim, Jong Hyun2 (AUTHOR), Leem, Jaechan3 (AUTHOR), Lee, Sun-Jae1 (AUTHOR)
Publikováno v:
BioMed Research International. 4/16/2022, p1-10. 10p.
Autor:
Kim, Woon-Hae, An, Hyun-Jin, Kim, Jung-Yeon, Gwon, Mi-Gyeong, Gu, Hyemin, Lee, Sun-Jae, Park, Ji Y., Park, Kyung-Duck, Han, Sang-Mi, Kim, Min-Kyung, Park, Kwan-Kyu
Publikováno v:
In Pharmacological Reports October 2017 69(5):1030-1035