Adversarial Training with Orthogonal Regularization. - Oguz Kaan Yüksel; Inci Meliha Baytas (SIU, 2020)

LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions. - Oguz Kaan Yüksel; Enis Simsar; Ezgi Gülperi Er; Pinar Yanardag (ICCV, 2021)

Semantic Perturbations with Normalizing Flows for Improved Generalization. - Oguz Kaan Yüksel; Sebastian U. Stich; Martin Jaggi; Tatjana Chavdarova (ICCV, 2021)

Discovering Multiple and Diverse Directions for Cognitive Image Properties. - Umut Kocasari; Alperen Bag; Oguz Kaan Yüksel; Pinar Yanardag (CoRR, 2022)

First-order ANIL provably learns representations despite overparametrisation. - Oguz Kaan Yüksel; Etienne Boursier; Nicolas Flammarion (ICLR, 2024)

On the Sample Complexity of Next-Token Prediction. - Oguz Kaan Yüksel; Nicolas Flammarion (AISTATS, 2025)

Long-Context Linear System Identification. - Oguz Kaan Yüksel; Mathieu Even; Nicolas Flammarion (ICLR, 2025)