Oğuz Kaan Yüksel

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20212026

most citedLatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions

1 citations · 2 across the 7 of their papers we have counts for

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stat.ML2024

Long-Context Linear System Identification

Oğuz Kaan Yüksel, Mathieu Even, Nicolas Flammarion

This paper addresses the problem of long-context linear system identification, where the state $x_{t}$ of a dynamical system at time $t$ depends linearly on previous states $x_{s}$ ove…

stat.ML2021

Semantic Perturbations with Normalizing Flows for Improved Generalization

Oguz Kaan Yuksel, Sebastian U. Stich, Martin Jaggi +1

Data augmentation is a widely adopted technique for avoiding overfitting when training deep neural networks. However, this approach requires domain-specific knowledge and is often…