Multi-objective Contextual Bandit Problem with Similarity Information. - Eralp Turgay; Doruk Öner; Cem Tekin (AISTATS, 2018)

Combinatorial Multi-Objective Multi-Armed Bandit Problem. - Doruk Öner; Altug Karakurt; Atilla Eryilmaz; Cem Tekin (CoRR, 2018)

Localized Persistent Homologies for more Effective Deep Learning. - Doruk Öner; Adélie Garin; Mateusz Kozinski; Kathryn Hess; Pascal Fua (CoRR, 2021)

Enforcing Connectivity of 3D Linear Structures Using Their 2D Projections. - Doruk Öner; Hussein Osman; Mateusz Kozinski; Pascal Fua (MICCAI (5), 2022)

Promoting Connectivity of Network-Like Structures by Enforcing Region Separation. - Doruk Öner; Mateusz Kozinski; Leonardo Citraro; Nathan C. Dadap; Alexandra Georges Konings; Pascal Fua (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Adjusting the Ground Truth Annotations for Connectivity-Based Learning to Delineate. - Doruk Öner; Mateusz Kozinski; Leonardo Citraro; Pascal Fua (IEEE Trans. Medical Imaging, 2022)

Persistent Homology With Improved Locality Information for More Effective Delineation. - Doruk Öner; Adélie Garin; Mateusz Kozinski; Kathryn Hess; Pascal Fua (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Enabling Uncertainty Estimation in Iterative Neural Networks. - Nikita Durasov; Doruk Öner; Jonathan Donier; Hieu Le 001; Pascal Fua (ICML, 2024)

IT3: Idempotent Test-Time Training. - Nikita Durasov; Assaf Shocher; Doruk Öner; Gal Chechik; Alexei A. Efros; Pascal Fua (CoRR, 2024)

PartSDF: Part-Based Implicit Neural Representation for Composite 3D Shape Parametrization and Optimization. - Nicolas Talabot; Olivier Clerc; Arda Cinar Demirtas; Doruk Öner; Pascal Fua (CoRR, 2025)

Vision-based power line cables and pylons detection for low flying aircraft. - Jakub Gwizdala; Doruk Öner; Soumava Kumar Roy; Mian Akbar Shah; Ad Eberhard; Ivan Egorov; Philipp Krüsi; Grigory Yakushev; Pascal Fua (Mach. Vis. Appl., 2025)

CAPE: Connectivity-Aware Path Enforcement Loss for Curvilinear Structure Delineation. - Elyar Esmaeilzadeh; Ehsan Garaaghaji; Farzad Hallaji Azad; Doruk Öner (CoRR, 2025)