Zafer Doğan
4 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🐝
Cross-Pollinator
(14)
🌉
Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(12)
🧭
Keyword Pioneer
Conferences
ACML (1)
CVPR (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
generative adversarial network
(2)
double descent
(1)
feature learning
(1)
image restoration
(1)
subspace learning
(1)
wavelet transform
(1)
image super-resolution
(1)
generative model
(1)
high-dimensional datum
(1)
random feature
(1)
perceptual quality
(1)
activation function
(1)
generalization performance
(1)
artifact reduction
(1)
high-frequency detail
(1)
discriminator network
(1)
representation learning
(1)
wavelet-domain loss
(1)
Papers
Asymptotic Analysis of Two-Layer Neural Networks after One Gradient Step under Gaussian Mixtures Data with Structure
ICLR 2025
Exploring the Precise Dynamics of Single-Layer GAN Models: Leveraging Multi-Feature Discriminators for High-Dimensional Subspace Learning
NIPS 2024
Training Generative Image Super-Resolution Models by Wavelet-Domain Losses Enables Better Control of Artifacts
CVPR 2024
Optimal Nonlinearities Improve Generalization Performance of Random Features
ACML 2023