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Geonho Hwang
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2020 – today
- 2025
- [j5]Jaewoong Choi, Geonho Hwang
, Hyunsoo Cho
Analyzing the latent space of GAN through local dimension estimation for disentanglement evaluation. Pattern Recognit. 157: 110914 (2025) - 2024
- [j4]Geonho Hwang, Yesom Park, Yueun Lee, Myungjoo Kang:
Analysis of efficient preconditioner for solving Poisson equation with Dirichlet boundary condition in irregular three-dimensional domains. J. Comput. Phys. 519: 113418 (2024) - [j3]Yeachan Park
Expressive power of ReLU and step networks under floating-point operations. Neural Networks 175: 106297 (2024) - [i9]Yeachan Park, Geonho Hwang, Wonyeol Lee, Sejun Park:
Expressive Power of ReLU and Step Networks under Floating-Point Operations. CoRR abs/2401.15121 (2024) - [i8]Geonho Hwang, Yeachan Park, Sejun Park:
On Expressive Power of Quantized Neural Networks under Fixed-Point Arithmetic. CoRR abs/2409.00297 (2024) - 2023
- [j2]Changhoon Song, Geonho Hwang, Junho Lee, Myungjoo Kang:
Minimal Width for Universal Property of Deep RNN. J. Mach. Learn. Res. 24: 121:1-121:41 (2023) - [j1]Jaewoong Choi, Geonho Hwang, Myungjoo Kang
Disentangling the correlated continuous and discrete generative factors of data. Pattern Recognit. 133: 109055 (2023) - [c3]Jaewoong Choi, Geonho Hwang, Hyunsoo Cho, Myungjoo Kang:
Finding the Global Semantic Representation in GAN through Fréchet Mean. ICLR 2023 - [c2]Geonho Hwang, Jaewoong Choi, Hyunsoo Cho, Myungjoo Kang:
MAGANet: Achieving Combinatorial Generalization by Modeling a Group Action. ICML 2023: 14237-14248 - [i7]Geonho Hwang:
Minimum Width for Deep, Narrow MLP: A Diffeomorphism and the Whitney Embedding Theorem Approach. CoRR abs/2308.15873 (2023) - 2022
- [c1]Jaewoong Choi, Junho Lee, Changyeon Yoon, Jung Ho Park, Geonho Hwang, Myungjoo Kang:
Do Not Escape From the Manifold: Discovering the Local Coordinates on the Latent Space of GANs. ICLR 2022 - [i6]Jaewoong Choi, Geonho Hwang, Hyunsoo Cho, Myungjoo Kang:
Analyzing the Latent Space of GAN through Local Dimension Estimation. CoRR abs/2205.13182 (2022) - [i5]Jaewoong Choi, Geonho Hwang, Hyunsoo Cho, Myungjoo Kang:
Finding the global semantic representation in GAN through Frechet Mean. CoRR abs/2210.05509 (2022) - [i4]Geonho Hwang, Myungjoo Kang:
Universal Property of Convolutional Neural Networks. CoRR abs/2211.09983 (2022) - [i3]Changhoon Song, Geonho Hwang, Junho Lee, Myungjoo Kang:
Minimal Width for Universal Property of Deep RNN. CoRR abs/2211.13866 (2022) - 2021
- [i2]Jaewoong Choi, Changyeon Yoon, Junho Lee, Jung Ho Park, Geonho Hwang, Myungjoo Kang:
Do Not Escape From the Manifold: Discovering the Local Coordinates on the Latent Space of GANs. CoRR abs/2106.06959 (2021) - 2020
- [i1]Jaewoong Choi, Geonho Hwang, Myungjoo Kang:
Discond-VAE: Disentangling Continuous Factors from the Discrete. CoRR abs/2009.08039 (2020)
Coauthor Index
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