Geonho Hwang
6 papers · 2022–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
Top co-authors
Research topics
Keywords
disentangled representation
(2)
universal approximation
(2)
latent space
(2)
generative adversarial network
(2)
activation function
(2)
minimum width
(2)
deep neural network
(1)
group action
(1)
affine transformation
(1)
semantic factorization
(1)
combinatorial generalization
(1)
neural network
(1)
floating point
(1)
relu
(1)
sigmoid
(1)
tanh
(1)
identity function
(1)
l^p functions
(1)
unsupervised learning
(1)
squashable activation functions
(1)
Papers
Floating-Point Neural Networks Can Represent Almost All Floating-Point Functions
ICML 2025
Minimum Width for Universal Approximation using Squashable Activation Functions
ICML 2025
Finding the Global Semantic Representation in GAN through Fréchet Mean
ICLR 2023
MAGANet: Achieving Combinatorial Generalization by Modeling a Group Action
ICML 2023
Minimal Width for Universal Property of Deep RNN
JMLR 2023
Do Not Escape From the Manifold: Discovering the Local Coordinates on the Latent Space of GANs
ICLR 2022