PAMR: Precedence-Aware Mode Repair for Multimodal Trajectory Forecasting
WACV · 2027
Publications
2027
2026
Direction-Aware Kinematics-Conditioned Graph Hypernetwork for Human Trajectory Prediction
ORAL
ACCV · 2026
Stochastic Nonlinearities Improve Uncertainty Estimation
SIU · 2026
DINO-Nucleus: Multi-Level Self-Supervised Features for Nucleus Instance Segmentation
OMCDE: Opposition-based Multi-Stage Matrix-Based Competitive Differential Evolution
2025
MICCAI · 2025
@inproceedings{esmaeilzadeh2025cape,
title = {{CAPE: Connectivity-Aware Path Enforcement Loss for Curvilinear Structure Delineation}},
author = {Esmaeilzadeh, Elyar and Garaaghaji, Ehsan and Hallaji Azad, Farzad and {\"{O}}ner, Doruk},
booktitle = {Medical Image Computing and Computer Assisted Intervention -- MICCAI 2025},
pages = {183--193},
year = {2025},
publisher = {Springer Nature Switzerland},
doi = {10.1007/978-3-032-05162-2_18}
}
@inproceedings{esmaeilzadeh2025cape,
title = {{CAPE: Connectivity-Aware Path Enforcement Loss for Curvilinear Structure Delineation}},
author = {Esmaeilzadeh, Elyar and Garaaghaji, Ehsan and Hallaji Azad, Farzad and {\"{O}}ner, Doruk},
booktitle = {Medical Image Computing and Computer Assisted Intervention -- MICCAI 2025},
pages = {183--193},
year = {2025},
publisher = {Springer Nature Switzerland},
doi = {10.1007/978-3-032-05162-2_18}
}
TMLR · 2025
@article{talabot2025partsdf,
title = {{PartSDF: Part-Based Implicit Neural Representation for Composite 3D Shape Parametrization and Optimization}},
author = {Talabot, Nicolas and Clerc, Olivier and Demirtas, Arda Cinar and Goujon, Alexis and Le, Hieu and {\"{O}}ner, Doruk and Fua, Pascal},
journal = {Transactions on Machine Learning Research},
issn = {2835-8856},
year = {2025},
url = {https://openreview.net/forum?id=zl43C1yBKv}
}
@article{talabot2025partsdf,
title = {{PartSDF: Part-Based Implicit Neural Representation for Composite 3D Shape Parametrization and Optimization}},
author = {Talabot, Nicolas and Clerc, Olivier and Demirtas, Arda Cinar and Goujon, Alexis and Le, Hieu and {\"{O}}ner, Doruk and Fua, Pascal},
journal = {Transactions on Machine Learning Research},
issn = {2835-8856},
year = {2025},
url = {https://openreview.net/forum?id=zl43C1yBKv}
}
MVA · 2025
@article{gwizdala2025vision,
title = {{Vision-based power line cables and pylons detection for low flying aircraft}},
author = {Gwizda{\l}a, Jakub and {\"{O}}ner, Doruk and Roy, Soumava Kumar and Shah, Mian Akbar and Eberhard, Ad and Egorov, Ivan and Kr{\"{u}}si, Philipp and Yakushev, Grigory and Fua, Pascal},
journal = {Machine Vision and Applications},
volume = {36},
number = {2},
pages = {46},
year = {2025},
doi = {10.1007/s00138-025-01664-1}
}
@article{gwizdala2025vision,
title = {{Vision-based power line cables and pylons detection for low flying aircraft}},
author = {Gwizda{\l}a, Jakub and {\"{O}}ner, Doruk and Roy, Soumava Kumar and Shah, Mian Akbar and Eberhard, Ad and Egorov, Ivan and Kr{\"{u}}si, Philipp and Yakushev, Grigory and Fua, Pascal},
journal = {Machine Vision and Applications},
volume = {36},
number = {2},
pages = {46},
year = {2025},
doi = {10.1007/s00138-025-01664-1}
}
Harnessing deep learning to detect bronchiolitis obliterans syndrome from chest CT
ComMed · 2025
@article{kozinski2025harnessing,
title = {{Harnessing deep learning to detect bronchiolitis obliterans syndrome from chest CT}},
author = {Kozi{\'{n}}ski, Mateusz and {\"{O}}ner, Doruk and Gwizda{\l}a, Jakub and Beigelman-Aubry, Catherine and Fua, Pascal and Koutsokera, Angela and Casutt, Alessio and Vraka, Argyro and De Marchi, Florent and Prella, Marco and Clarenbach, Christian F. and Darbellay Sagnard, Mylène and Thabut, Géraud and Eichenberger-Roth, Sylvia and Lovis, Christian and Guibert-Lafaye, Elsa},
journal = {Communications Medicine},
volume = {5},
number = {1},
pages = {18},
year = {2025},
doi = {10.1038/s43856-025-00732-x}
}
Zenodo · 2025
@dataset{talabot2025partsdf,
title = {{Dataset for ``PartSDF: Part-Based Implicit Neural Representation for Composite 3D Shape Parametrization and Optimization''}},
author = {Talabot, Nicolas and Clerc, Olivier and Demirtas, Arda Cinar and Goujon, Alexis and Le, Hieu and {\"{O}}ner, Doruk and Fua, Pascal},
year = {2025},
howpublished = {Zenodo},
doi = {10.5281/zenodo.17466765},
url = {https://zenodo.org/doi/10.5281/zenodo.17466765}
}
ICML · 2025
@inproceedings{durasov2025it3,
title = {{{IT}$^3$: Idempotent Test-Time Training}},
author = {Durasov, Nikita and Shocher, Assaf and {\"{O}}ner, Doruk and Chechik, Gal and Efros, Alexei A and Fua, Pascal},
booktitle = {Proceedings of the 42nd International Conference on Machine Learning},
series = {Proceedings of Machine Learning Research},
volume = {267},
pages = {14867--14883},
year = {2025},
publisher = {PMLR},
url = {https://proceedings.mlr.press/v267/durasov25a.html}
}
@inproceedings{durasov2025it3,
title = {{{IT}$^3$: Idempotent Test-Time Training}},
author = {Durasov, Nikita and Shocher, Assaf and {\"{O}}ner, Doruk and Chechik, Gal and Efros, Alexei A and Fua, Pascal},
booktitle = {Proceedings of the 42nd International Conference on Machine Learning},
series = {Proceedings of Machine Learning Research},
volume = {267},
pages = {14867--14883},
year = {2025},
publisher = {PMLR},
url = {https://proceedings.mlr.press/v267/durasov25a.html}
}
2024
ICML · 2024
@inproceedings{durasov2024enabling,
title = {{Enabling Uncertainty Estimation in Iterative Neural Networks}},
author = {Durasov, Nikita and {\"{O}}ner, Doruk and Donier, Jonathan and Le, Hieu and Fua, Pascal},
booktitle = {Proceedings of the 41st International Conference on Machine Learning},
series = {Proceedings of Machine Learning Research},
volume = {235},
pages = {12172--12189},
year = {2024},
publisher = {PMLR},
url = {https://proceedings.mlr.press/v235/durasov24a.html}
}
@inproceedings{durasov2024enabling,
title = {{Enabling Uncertainty Estimation in Iterative Neural Networks}},
author = {Durasov, Nikita and {\"{O}}ner, Doruk and Donier, Jonathan and Le, Hieu and Fua, Pascal},
booktitle = {Proceedings of the 41st International Conference on Machine Learning},
series = {Proceedings of Machine Learning Research},
volume = {235},
pages = {12172--12189},
year = {2024},
publisher = {PMLR},
url = {https://proceedings.mlr.press/v235/durasov24a.html}
}
2023
TPAMI · 2023
@article{oner2023persistent,
title = {{Persistent Homology With Improved Locality Information for More Effective Delineation}},
author = {{\"{O}}ner, Doruk and Garin, Ad{\'{e}}lie and Kozi{\'{n}}ski, Mateusz and Hess, Kathryn and Fua, Pascal},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
volume = {45},
number = {8},
pages = {10588--10595},
year = {2023},
doi = {10.1109/TPAMI.2023.3246921}
}
@article{oner2023persistent,
title = {{Persistent Homology With Improved Locality Information for More Effective Delineation}},
author = {{\"{O}}ner, Doruk and Garin, Ad{\'{e}}lie and Kozi{\'{n}}ski, Mateusz and Hess, Kathryn and Fua, Pascal},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
volume = {45},
number = {8},
pages = {10588--10595},
year = {2023},
doi = {10.1109/TPAMI.2023.3246921}
}
Ph.D. Thesis · 2023
@phdthesis{oner2023topologically,
title = {{Topologically Better Delineation of Curvilinear Structures}},
author = {{\"{O}}ner, Doruk},
school = {EPFL},
year = {2023},
doi = {10.5075/epfl-thesis-9749}
}
@phdthesis{oner2023topologically,
title = {{Topologically Better Delineation of Curvilinear Structures}},
author = {{\"{O}}ner, Doruk},
school = {EPFL},
year = {2023},
doi = {10.5075/epfl-thesis-9749}
}
2022
CBM · 2022
@article{pantoja2022topo,
title = {{TOPO-Loss for continuity-preserving crack detection using deep learning}},
author = {Pantoja-Rosero, B.G. and {\"{O}}ner, D. and Kozi{\'{n}}ski, M. and Achanta, R. and Fua, P. and P{\'{e}}rez-Cruz, F. and Beyer, K.},
journal = {Construction and Building Materials},
volume = {344},
pages = {128264},
year = {2022},
doi = {10.1016/j.conbuildmat.2022.128264}
}
@article{pantoja2022topo,
title = {{TOPO-Loss for continuity-preserving crack detection using deep learning}},
author = {Pantoja-Rosero, B.G. and {\"{O}}ner, D. and Kozi{\'{n}}ski, M. and Achanta, R. and Fua, P. and P{\'{e}}rez-Cruz, F. and Beyer, K.},
journal = {Construction and Building Materials},
volume = {344},
pages = {128264},
year = {2022},
doi = {10.1016/j.conbuildmat.2022.128264}
}
MICCAI · 2022
@inproceedings{oner2022enforcing,
title = {{Enforcing Connectivity of 3D Linear Structures Using Their 2D Projections}},
author = {{\"{O}}ner, Doruk and Osman, Hussein and Kozi{\'{n}}ski, Mateusz and Fua, Pascal},
booktitle = {Medical Image Computing and Computer Assisted Intervention -- MICCAI 2022},
pages = {591--601},
year = {2022},
publisher = {Springer Nature Switzerland},
doi = {10.1007/978-3-031-16443-9_57}
}
@inproceedings{oner2022enforcing,
title = {{Enforcing Connectivity of 3D Linear Structures Using Their 2D Projections}},
author = {{\"{O}}ner, Doruk and Osman, Hussein and Kozi{\'{n}}ski, Mateusz and Fua, Pascal},
booktitle = {Medical Image Computing and Computer Assisted Intervention -- MICCAI 2022},
pages = {591--601},
year = {2022},
publisher = {Springer Nature Switzerland},
doi = {10.1007/978-3-031-16443-9_57}
}
TMI · 2022
@article{oner2022adjusting,
title = {{Adjusting the Ground Truth Annotations for Connectivity-Based Learning to Delineate}},
author = {{\"{O}}ner, Doruk and Kozi{\'{n}}ski, Mateusz and Citraro, Leonardo and Fua, Pascal},
journal = {IEEE Transactions on Medical Imaging},
volume = {41},
number = {12},
pages = {3675--3685},
year = {2022},
doi = {10.1109/TMI.2022.3193072}
}
@article{oner2022adjusting,
title = {{Adjusting the Ground Truth Annotations for Connectivity-Based Learning to Delineate}},
author = {{\"{O}}ner, Doruk and Kozi{\'{n}}ski, Mateusz and Citraro, Leonardo and Fua, Pascal},
journal = {IEEE Transactions on Medical Imaging},
volume = {41},
number = {12},
pages = {3675--3685},
year = {2022},
doi = {10.1109/TMI.2022.3193072}
}
TPAMI · 2022
@article{oner2022promoting,
title = {{Promoting Connectivity of Network-Like Structures by Enforcing Region Separation}},
author = {{\"{O}}ner, Doruk and Kozi{\'{n}}ski, Mateusz and Citraro, Leonardo and Dadap, Nathan C. and Konings, Alexandra G. and Fua, Pascal},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
volume = {44},
number = {9},
pages = {5401--5413},
year = {2022},
doi = {10.1109/TPAMI.2021.3074366}
}
@article{oner2022promoting,
title = {{Promoting Connectivity of Network-Like Structures by Enforcing Region Separation}},
author = {{\"{O}}ner, Doruk and Kozi{\'{n}}ski, Mateusz and Citraro, Leonardo and Dadap, Nathan C. and Konings, Alexandra G. and Fua, Pascal},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
volume = {44},
number = {9},
pages = {5401--5413},
year = {2022},
doi = {10.1109/TPAMI.2021.3074366}
}
2021
AGU · 2021
@article{dadap2021drainage,
title = {{Drainage Canals in Southeast Asian Peatlands Increase Carbon Emissions}},
author = {Dadap, Nathan C. and Hoyt, Alison M. and Cobb, Alexander R. and {\"{O}}ner, Doruk and Kozi{\'{n}}ski, Mateusz and Fua, Pascal V. and Rao, Krishna and Harvey, Charles F. and Konings, Alexandra G.},
journal = {AGU Advances},
volume = {2},
number = {1},
pages = {e2020AV000321},
year = {2021},
doi = {10.1029/2020AV000321}
}
@article{dadap2021drainage,
title = {{Drainage Canals in Southeast Asian Peatlands Increase Carbon Emissions}},
author = {Dadap, Nathan C. and Hoyt, Alison M. and Cobb, Alexander R. and {\"{O}}ner, Doruk and Kozi{\'{n}}ski, Mateusz and Fua, Pascal V. and Rao, Krishna and Harvey, Charles F. and Konings, Alexandra G.},
journal = {AGU Advances},
volume = {2},
number = {1},
pages = {e2020AV000321},
year = {2021},
doi = {10.1029/2020AV000321}
}
2018
AISTATS · 2018
@inproceedings{turgay2018multiobjective,
title = {{Multi-objective Contextual Bandit Problem with Similarity Information}},
author = {Tur{\u{g}}ay, Eralp and {\"{O}}ner, Doruk and Tekin, Cem},
booktitle = {Proceedings of the Twenty-First International Conference on Artificial Intelligence and Statistics},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {1673--1681},
year = {2018},
publisher = {PMLR},
url = {https://proceedings.mlr.press/v84/turgay18a.html}
}
@inproceedings{turgay2018multiobjective,
title = {{Multi-objective Contextual Bandit Problem with Similarity Information}},
author = {Tur{\u{g}}ay, Eralp and {\"{O}}ner, Doruk and Tekin, Cem},
booktitle = {Proceedings of the Twenty-First International Conference on Artificial Intelligence and Statistics},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {1673--1681},
year = {2018},
publisher = {PMLR},
url = {https://proceedings.mlr.press/v84/turgay18a.html}
}
arXiv · 2018
@article{oner2018combinatorial,
title = {{Combinatorial Multi-Objective Multi-Armed Bandit Problem}},
author = {{\"{O}}ner, Doruk and Karakurt, Altu{\u{g}} and Ery{\i}lmaz, Atilla and Tekin, Cem},
journal = {arXiv preprint arXiv:1803.04039},
year = {2018},
eprint = {1803.04039},
archiveprefix = {arXiv}
}
@article{oner2018combinatorial,
title = {{Combinatorial Multi-Objective Multi-Armed Bandit Problem}},
author = {{\"{O}}ner, Doruk and Karakurt, Altu{\u{g}} and Ery{\i}lmaz, Atilla and Tekin, Cem},
journal = {arXiv preprint arXiv:1803.04039},
year = {2018},
eprint = {1803.04039},
archiveprefix = {arXiv}
}
Full and up-to-date list on Google Scholar.