Geonho Hwang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Semantic Representations

Convolutional Neural Networks

Expressive Power

Top Venues

Pattern Recognit.

J. Mach. Learn. Res.

Publications

Yeachan Park, Geonho Hwang, Wonyeol Lee, Sejun Park
Expressive power of ReLU and step networks under floating-point operations. Neural Networks 175 (2024)
Yeachan Park, Geonho Hwang, Wonyeol Lee, Sejun Park
Expressive Power of ReLU and Step Networks under Floating-Point Operations. CoRR (2024)
Geonho Hwang
Minimum Width for Deep, Narrow MLP: A Diffeomorphism and the Whitney Embedding Theorem Approach. CoRR (2023)
Jaewoong Choi, Geonho Hwang, Myungjoo Kang
Disentangling the correlated continuous and discrete generative factors of data. Pattern Recognit. 133 (2023)
Jaewoong Choi, Geonho Hwang, Hyunsoo Cho, Myungjoo Kang
Finding the Global Semantic Representation in GAN through Fréchet Mean. ICLR (2023)
Changhoon Song, Geonho Hwang, Junho Lee, Myungjoo Kang
Minimal Width for Universal Property of Deep RNN. J. Mach. Learn. Res. 24 (2023)
Geonho Hwang, Jaewoong Choi, Hyunsoo Cho, Myungjoo Kang
MAGANet: Achieving Combinatorial Generalization by Modeling a Group Action. ICML (2023)
Changhoon Song, Geonho Hwang, Junho Lee, Myungjoo Kang
Minimal Width for Universal Property of Deep RNN. CoRR (2022)
Jaewoong Choi, Geonho Hwang, Hyunsoo Cho, Myungjoo Kang
Analyzing the Latent Space of GAN through Local Dimension Estimation. CoRR (2022)
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)
Geonho Hwang, Myungjoo Kang
Universal Property of Convolutional Neural Networks. CoRR (2022)
Jaewoong Choi, Geonho Hwang, Hyunsoo Cho, Myungjoo Kang
Finding the global semantic representation in GAN through Frechet Mean. CoRR (2022)
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 (2021)
Jaewoong Choi, Geonho Hwang, Myungjoo Kang
Discond-VAE: Disentangling Continuous Factors from the Discrete. CoRR (2020)