Ph.D. in Computer Science, 2024 (Expected)
EPFL
M.S. in Electrical and Electronics Engineering, 2019
METU
(GPA:3.93/4.00) /
Thesis
B.S. in Electrical and Electronics Engineering, 2017
METU
(GPA:3.90/4.00)
June, 2024: I gave a talk at ETH Zurich on multimodal foundation models.
Nov, 2023: I started my student researcher position at Google Zurich ! I'll be focusing on multimodal foundation models.
4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities
O.F. Kar* , R. Bachmann*, D. Mizrahi*, A. Garjani, M. Gao, D. Griffiths, J. Hu, A. Dehghan, A. Zamir
NeurIPS , 2024
[Website]
[Code]
[Demo]
BRAVE: Broadening the visual encoding of vision-language models
O.F. Kar , A. Tonioni, P. Poklukar, A. Kulshrestha, A. Zamir, F. Tombari
ECCV , 2024 [Oral, Top 3% ]
[Website]
Unraveling the Key Components of OOD Generalization via Diversification
H. Benoit*, L. Jiang*, A. Atanov*, O.F. Kar , M. Rigotti, A. Zamir
ICLR , 2024
[arXiv]
4M: Massively Multimodal Masked Modeling
D. Mizrahi*, R. Bachmann*, O.F. Kar , T. Yeo, M. Gao, A. Dehghan, A. Zamir
NeurIPS , 2023 [Spotlight, Top 4% ]
[Website]
Rapid Network Adaptation: Learning to Adapt Neural Networks Using Test-Time Feedback
T. Yeo, O.F. Kar , Z. Sodagar, A. Zamir
ICCV , 2023
[Website]
Your browser does not support the video tag.
3D Common Corruptions and Data Augmentation
O.F. Kar , T. Yeo, A. Atanov, A. Zamir
CVPR , 2022 [Oral, Top 4% ]
[Website]
[Code]
[Video]
[Live Demo]
[TrustML Talk]
Robustness via Cross-domain Ensembles
O.F. Kar* , T. Yeo*, A. Zamir
ICCV , 2021 [Oral, Top 3% ]
[Website]
[Code]
[Video]
[Slides]
Robust Learning Through Cross-task Consistency
A. Zamir*, A. Sax*, T. Yeo, O.F. Kar , N. Cheerla, R. Suri, Z. Cao, J. Malik, L. Guibas
Arxiv , 2020. CVPR , 2020 [Best Paper Award Nominee, Oral]
[Live Demo]
[Visuals]
[Website]
[Code]
[ECCV 2020 Demo Video]
High-resolution Multi-spectral Imaging with Diffractive Lenses and Learned Reconstruction
F.S. Oktem, O.F. Kar , C. D. Bezek, F. Kamalabadi
IEEE Transactions on Computational Imaging , 2021
[Arxiv]
Compressive Spectral Imaging with Diffractive Lenses
O.F. Kar , F.S. Oktem
Optics Letters , 2019
[arXiv]
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Real-time Compressive Video Reconstruction for Spatial Multiplexing Cameras
O.F. Kar , A. Gungor, H.E. Guven
IEEE GLOBALSIP , 2019
[Visuals]
Learning-based Regularization for Spatial Multiplexing Cameras
O.F. Kar , A. Gungor, H.E. Guven
IEEE GLOBALSIP , 2019
A Transform Learning-based Deconvolution Technique with Super-resolution and Microscanning Applications
A. Gungor*, O.F. Kar*
IEEE ICIP , 2019
A Matrix-free Reconstruction Method for Compressive Focal Plane Array Imaging
A. Gungor, O.F. Kar , H.E. Guven
IEEE ICIP , 2018