conftrace_

Geonho Hwang

6 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICML (3) ICLR (2) JMLR (1)

Top co-authors

Myungjoo Kang (4) Jaewoong Choi (3) Hyunsoo Cho (2) Sejun Park (2) Jonghyun Shin (1) Jung Ho Park (1) Changyeon Yoon (1) Junho Lee (1) Namjun Kim (1) Chang hoon Song (1)

Keywords

unsupervised learning (1) image generation (1) universal approximation (1) disentangled representation (1) recurrent neural network (1) deep neural network (1) group action (1) activation function (1) combinatorial generalization (1) minimum width (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