Geonho Hwang

According to our database, Geonho Hwang authored at least 10 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Expressive Power of ReLU and Step Networks under Floating-Point Operations.

Yeachan Park, Geonho Hwang, Wonyeol Lee, Sejun Park

CoRR, 2024

2023

Disentangling the correlated continuous and discrete generative factors of data.

Jaewoong Choi, Geonho Hwang, Myungjoo Kang

Pattern Recognit., 2023

Minimal Width for Universal Property of Deep RNN.

Changhoon Song, Geonho Hwang, Junho Lee, Myungjoo Kang

J. Mach. Learn. Res., 2023

Minimum Width for Deep, Narrow MLP: A Diffeomorphism and the Whitney Embedding Theorem Approach.

Geonho Hwang

CoRR, 2023

MAGANet: Achieving Combinatorial Generalization by Modeling a Group Action.

Geonho Hwang, Jaewoong Choi, Hyunsoo Cho, Myungjoo Kang

Proceedings of the International Conference on Machine Learning, 2023

Finding the Global Semantic Representation in GAN through Fréchet Mean.

Jaewoong Choi, Geonho Hwang, Hyunsoo Cho, Myungjoo Kang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Universal Property of Convolutional Neural Networks.

Geonho Hwang, Myungjoo Kang

CoRR, 2022

Analyzing the Latent Space of GAN through Local Dimension Estimation.

Jaewoong Choi, Geonho Hwang, Hyunsoo Cho, Myungjoo Kang

CoRR, 2022

Do Not Escape From the Manifold: Discovering the Local Coordinates on the Latent Space of GANs.

Jaewoong Choi, Junho Lee, Changyeon Yoon, Jung Ho Park, Geonho Hwang, Myungjoo Kang

Proceedings of the Tenth International Conference on Learning Representations, 2022

2020

Discond-VAE: Disentangling Continuous Factors from the Discrete.

Jaewoong Choi, Geonho Hwang, Myungjoo Kang

CoRR, 2020