עקוב אחר
Dohyun Kwon
Dohyun Kwon
Department of Mathematics, University of Seoul
כתובת אימייל מאומתת בדומיין g.ucla.edu - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance
D Kwon, Y Fan, K Lee
Advances in Neural Information Processing Systems 35 (NeurIPS 2022), 2022
282022
A fully first-order method for stochastic bilevel optimization
J Kwon, D Kwon, S Wright, RD Nowak
International Conference on Machine Learning, 18083-18113, 2023
252023
Volume preserving mean curvature flow for star-shaped sets
I Kim, D Kwon
Calculus of Variations and Partial Differential Equations 59 (2), 2020
192020
On mean curvature flow with forcing
I Kim, D Kwon
Communications in Partial Differential Equations 45 (5), 414-455, 2020
112020
Dispersal towards food: the singular limit of an Allen–Cahn equation
D Hilhorst, YJ Kim, D Kwon, TN Nguyen
Journal of Mathematical Biology 76, 531-565, 2018
102018
Cucker–Smale type flocking models on a sphere
SH Choi, D Kwon, H Seo
Journal of Mathematical Physics 65 (4), 2024
72024
On penalty methods for nonconvex bilevel optimization and first-order stochastic approximation
J Kwon, D Kwon, S Wright, R Nowak
arXiv preprint arXiv:2309.01753, 2023
62023
Level-set forced mean curvature flow with the Neumann boundary condition
J Jang, D Kwon, H Mitake, HV Tran
Journal de Mathématiques Pures et Appliquées 168, 143-167, 2022
62022
Degenerate nonlinear parabolic equations with discontinuous diffusion coefficients
D Kwon, AR Mészáros
Journal of the London Mathematical Society 104 (2), 688-746, 2021
62021
On volume-preserving crystalline mean curvature flow
I Kim, D Kwon, N Požár
Mathematische Annalen, 1-42, 2022
52022
Training Wasserstein GANs without gradient penalties
D Kwon, Y Kim, G Montúfar, I Yang
arXiv preprint arXiv:2110.14150, 2021
42021
Flocking formation and stabilizer of boosted cooperative control on a sphere
SH Choi, D Kwon, H Seo
arXiv preprint arXiv:2107.04159, 2021
42021
Multi-agent system for target tracking on a sphere and its asymptotic behavior
SH Choi, D Kwon, H Seo
Communications in Nonlinear Science and Numerical Simulation 117, 106967, 2023
32023
Uniform position alignment estimate of spherical flocking model with inter-particle bonding forces
SH Choi, D Kwon, H Seo
arXiv preprint arXiv:2101.00791, 2021
32021
Complexity of Block Coordinate Descent with Proximal Regularization and Applications to Wasserstein CP-dictionary Learning
D Kwon, H Lyu
International Conference on Machine Learning, 18114-18134, 2023
12023
Target tracking systems on a sphere with topographic information
SH Choi, S Jeong, D Kwon, H Seo
IEEE Transactions on Cybernetics, 2023
12023
The regularity with respect to domains of the additive eigenvalues of superquadratic Hamilton--Jacobi equation
F Bozorgnia, D Kwon, SNT Tu
arXiv preprint arXiv:2210.05544, 2022
12022
On the Complexity of First-Order Methods in Stochastic Bilevel Optimization
J Kwon, D Kwon, H Lyu
arXiv preprint arXiv:2402.07101, 2024
2024
Generalized Contrastive Divergence: Joint Training of Energy-Based Model and Diffusion Model through Inverse Reinforcement Learning
S Yoon, D Kwon, H Hwang, YK Noh, FC Park
arXiv preprint arXiv:2312.03397, 2023
2023
THE REGULARITY WITH RESPECT TO DOMAINS OF THE ADDITIVE EIGENVALUES OF SUPERQUADRATIC HAMILTON–JACOBI EQUATION AND RELATED VANISHING DISCOUNT PROBLEMS
F BOZORGNIA, D KWON, S TU
arXiv preprint arXiv:2210.05544, 2022
2022
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מאמרים 1–20