Dogan, Zafer

5 publications

ICLR 2025 Asymptotic Analysis of Two-Layer Neural Networks After One Gradient Step Under Gaussian Mixtures Data with Structure Samet Demir, Zafer Dogan

NeurIPS 2025 How Data Mixing Shapes In-Context Learning: Asymptotic Equivalence for Transformers with MLPs Samet Demir, Zafer Dogan

NeurIPS 2024 Exploring the Precise Dynamics of Single-Layer GAN Models: Leveraging Multi-Feature Discriminators for High-Dimensional Subspace Learning Andrew Bond, Zafer Doğan

CVPR 2024 Training Generative Image Super-Resolution Models by Wavelet-Domain Losses Enables Better Control of Artifacts Cansu Korkmaz, A. Murat Tekalp, Zafer Dogan

ACML 2023 Optimal Nonlinearities Improve Generalization Performance of Random Features Samet Demir, Zafer Doğan