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ORCIDMehmet Kerim Yucel
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Books and Theses
- 2022
[b1]Mehmet Kerim Yücel:
Model robustness in data-scarce regimes and the effect of frequency perturbations (Veri azlığında model gürbüzlüğü ve frekans karıştırmanın etkileri). Hacettepe University, Turkey, 2022
Journal Articles
- 2022
- [j1]Mehmet Kerim Yucel
, Ramazan Gokberk Cinbis, Pinar Duygulu:
How robust are discriminatively trained zero-shot learning models? Image Vis. Comput. 119: 104392 (2022)
Conference and Workshop Papers
- 2024
- [c13]Evangelos Skartados, Mehmet Kerim Yucel, Bruno Manganelli, Anastasios Drosou, Albert Saà-Garriga:
Finding Waldo: Towards Efficient Exploration of NeRF Scene Spaces. MMSys 2024: 155-165 - [c12]Francesco Barbato, Umberto Michieli, Mehmet Kerim Yucel, Pietro Zanuttigh, Mete Ozay:
A Modular System for Enhanced Robustness of Multimedia Understanding Networks via Deep Parametric Estimation. MMSys 2024: 190-201 - 2023
- [c11]Roy Miles, Mehmet Kerim Yucel, Bruno Manganelli, Albert Saà-Garriga:
MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation. CVPR 2023: 10480-10490 - [c10]Konstantinos Georgiadis, Mehmet Kerim Yucel, Evangelos Skartados, Valia Dimaridou, Anastasios Drosou, Albert Saà-Garriga, Bruno Manganelli:
LP-IOANet: Efficient High Resolution Document Shadow Removal. ICASSP 2023: 1-5 - [c9]Mehmet Kerim Yucel, Ramazan Gokberk Cinbis, Pinar Duygulu:
HybridAugment++: Unified Frequency Spectra Perturbations for Model Robustness. ICCV 2023: 5695-5705 - [c8]Evangelos Skartados, Konstantinos Georgiadis, Mehmet Kerim Yucel, Koskinas Ioannis, Armando Domi, Anastasios Drosou, Bruno Manganelli, Albert Saà-Garriga:
TRICKVOS: A Bag of Tricks for Video Object Segmentation. ICIP 2023: 2430-2434 - [c7]Mehmet Kerim Yücel, Valia Dimaridou, Bruno Manganelli, Mete Ozay, Anastasios Drosou, Albert Saà-Garriga:
LRA&LDRA: Rethinking Residual Predictions for Efficient Shadow Detection and Removal. WACV 2023: 4914-4924 - 2022
- [c6]Konstantinos Georgiadis, Albert Saà-Garriga, Mehmet Kerim Yucel, Anastasios Drosou, Bruno Manganelli:
Adaptive Mask-Based Pyramid Network for Realistic Bokeh Rendering. ECCV Workshops (2) 2022: 429-444 - 2021
- [c5]Mehmet Kerim Yücel, Valia Dimaridou, Anastasios Drosou, Albert Saà-Garriga:
Real-Time Monocular Depth Estimation With Sparse Supervision on Mobile. CVPR Workshops 2021: 2428-2437 - [c4]Yunus Can Bilge, Mehmet Kerim Yücel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis, Pinar Duygulu:
Red Carpet to Fight Club: Partially-supervised Domain Transfer for Face Recognition in Violent Videos. WACV 2021: 3357-3368 - 2020
- [c3]Mehmet Kerim Yucel, Ramazan Gokberk Cinbis, Pinar Duygulu:
A Deep Dive into Adversarial Robustness in Zero-Shot Learning. ECCV Workshops (1) 2020: 3-21 - 2018
- [c2]Hazal Lezki, Ahu Ozturk, M. Akif Akpinar, Mehmet Kerim Yucel, K. Berker Logoglu, Aykut Erdem, Erkut Erdem:
Joint Exploitation of Features and Optical Flow for Real-Time Moving Object Detection on Drones. ECCV Workshops (2) 2018: 100-116 - 2017
- [c1]K. Berker Logoglu, Hazal Lezki, Mehmet Kerim Yucel, Ahu Ozturk, Alper Kucukkomurler, Batuhan Karagöz, Aykut Erdem, Erkut Erdem:
Feature-Based Efficient Moving Object Detection for Low-Altitude Aerial Platforms. ICCV Workshops 2017: 2119-2128
Informal and Other Publications
- 2024
- [i12]Francesco Barbato, Umberto Michieli, Mehmet Kerim Yucel, Pietro Zanuttigh, Mete Ozay:
A Modular System for Enhanced Robustness of Multimedia Understanding Networks via Deep Parametric Estimation. CoRR abs/2402.18402 (2024) - [i11]Evangelos Skartados, Mehmet Kerim Yucel, Bruno Manganelli, Anastasios Drosou, Albert Saà-Garriga:
Finding Waldo: Towards Efficient Exploration of NeRF Scene Spaces. CoRR abs/2403.04508 (2024) - 2023
- [i10]Roy Miles, Mehmet Kerim Yucel, Bruno Manganelli, Albert Saà-Garriga:
MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation. CoRR abs/2303.07815 (2023) - [i9]Konstantinos Georgiadis, Mehmet Kerim Yucel, Evangelos Skartados, Valia Dimaridou, Anastasios Drosou, Albert Saà-Garriga, Bruno Manganelli:
LP-IOANet: Efficient High Resolution Document Shadow Removal. CoRR abs/2303.12862 (2023) - [i8]Evangelos Skartados, Konstantinos Georgiadis, Mehmet Kerim Yucel, Koskinas Ioannis, Armando Domi, Anastasios Drosou, Bruno Manganelli, Albert Saà-Garriga:
TrickVOS: A Bag of Tricks for Video Object Segmentation. CoRR abs/2306.15377 (2023) - [i7]Mehmet Kerim Yucel, Ramazan Gokberk Cinbis, Pinar Duygulu:
HybridAugment++: Unified Frequency Spectra Perturbations for Model Robustness. CoRR abs/2307.11823 (2023) - 2022
- [i6]Mehmet Kerim Yucel, Ramazan Gokberk Cinbis, Pinar Duygulu:
How Robust are Discriminatively Trained Zero-Shot Learning Models? CoRR abs/2201.10972 (2022) - [i5]Konstantinos Georgiadis, Albert Saà-Garriga, Mehmet Kerim Yucel, Anastasios Drosou, Bruno Manganelli:
Adaptive Mask-based Pyramid Network for Realistic Bokeh Rendering. CoRR abs/2210.16078 (2022) - 2021
- [i4]Mehmet Kerim Yucel, Valia Dimaridou, Anastasios Drosou, Albert Saà-Garriga:
Real-time Monocular Depth Estimation with Sparse Supervision on Mobile. CoRR abs/2105.12053 (2021) - 2020
- [i3]Mehmet Kerim Yucel, Ramazan Gokberk Cinbis, Pinar Duygulu:
A Deep Dive into Adversarial Robustness in Zero-Shot Learning. CoRR abs/2008.07651 (2020) - [i2]Yunus Can Bilge, Mehmet Kerim Yucel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis, Pinar Duygulu:
Red Carpet to Fight Club: Partially-supervised Domain Transfer for Face Recognition in Violent Videos. CoRR abs/2009.07576 (2020) - 2018
- [i1]Mehmet Kerim Yucel, Yunus Can Bilge, Oguzhan Oguz, Nazli Ikizler-Cinbis, Pinar Duygulu, Ramazan Gokberk Cinbis:
Wildest Faces: Face Detection and Recognition in Violent Settings. CoRR abs/1805.07566 (2018)
Coauthor Index
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