Zafer Doğan

4 papers · 2023–2025 · 4 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

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird

Venues

ACML (1) CVPR (1) ICLR (1) NeurIPS (1)

Top co-authors

Samet Demir (2) A. Murat Tekalp (1) Andrew Bond (1) Cansu Korkmaz (1)

Research topics

Deep Learning (4) Machine Learning (3) Core Methods (2) Models (2) Optimization & Theory · Deep Learning (2) Optimization & Theory · Machine Learning (2) Computer Vision (1) Architectures (1) Generation (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Processing (1)

Keywords

generative adversarial network (2) generalization error (2) double descent (1) feature learning (1) image restoration (1) subspace learning (1) wavelet transform (1) image super-resolution (1) asymptotic analysis (1) gradient descent (1) piecewise linear function (1) generative model (1) high-dimensional data (1) random feature (1) perceptual quality (1) activation function (1) generalization performance (1) gaussian mixture (1) artifact reduction (1) high-frequency detail (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 NeurIPS 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