Feature-Based Efficient Moving Object Detection for Low-Altitude Aerial Platforms. - K. Berker Logoglu; Hazal Lezki; Mehmet Kerim Yucel; Ahu Ozturk; Alper Kucukkomurler; Batuhan Karagöz; Aykut Erdem; Erkut Erdem (ICCV Workshops, 2017)

Joint Exploitation of Features and Optical Flow for Real-Time Moving Object Detection on Drones. - Hazal Lezki; Ahu Ozturk; M. Akif Akpinar; Mehmet Kerim Yucel; K. Berker Logoglu; Aykut Erdem; Erkut Erdem (ECCV Workshops (2), 2018)

Wildest Faces: Face Detection and Recognition in Violent Settings. - Mehmet Kerim Yucel; Yunus Can Bilge; Oguzhan Oguz; Nazli Ikizler-Cinbis; Pinar Duygulu; Ramazan Gokberk Cinbis (CoRR, 2018)

A Deep Dive into Adversarial Robustness in Zero-Shot Learning. - Mehmet Kerim Yucel; Ramazan Gokberk Cinbis; Pinar Duygulu (ECCV Workshops (1), 2020)

Real-Time Monocular Depth Estimation With Sparse Supervision on Mobile. - Mehmet Kerim Yücel; Valia Dimaridou; Anastasios Drosou; Albert Saà-Garriga (CVPR Workshops, 2021)

Red Carpet to Fight Club: Partially-supervised Domain Transfer for Face Recognition in Violent Videos. - Yunus Can Bilge; Mehmet Kerim Yücel; Ramazan Gokberk Cinbis; Nazli Ikizler-Cinbis; Pinar Duygulu (WACV, 2021)

Adaptive Mask-Based Pyramid Network for Realistic Bokeh Rendering. - Konstantinos Georgiadis; Albert Saà-Garriga; Mehmet Kerim Yucel; Anastasios Drosou; Bruno Manganelli (ECCV Workshops (2), 2022)

How robust are discriminatively trained zero-shot learning models? - Mehmet Kerim Yucel; Ramazan Gokberk Cinbis; Pinar Duygulu (Image Vis. Comput., 2022)

Model robustness in data-scarce regimes and the effect of frequency perturbations (Veri azlığında model gürbüzlüğü ve frekans karıştırmanın etkileri) - Mehmet Kerim Yücel (2022)

MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation. - Roy Miles; Mehmet Kerim Yucel; Bruno Manganelli; Albert Saà-Garriga (CVPR, 2023)

LP-IOANet: Efficient High Resolution Document Shadow Removal. - Konstantinos Georgiadis; Mehmet Kerim Yucel; Evangelos Skartados; Valia Dimaridou; Anastasios Drosou; Albert Saà-Garriga; Bruno Manganelli (ICASSP, 2023)

HybridAugment++: Unified Frequency Spectra Perturbations for Model Robustness. - Mehmet Kerim Yucel; Ramazan Gokberk Cinbis; Pinar Duygulu (ICCV, 2023)

TRICKVOS: A Bag of Tricks for Video Object Segmentation. - Evangelos Skartados; Konstantinos Georgiadis; Mehmet Kerim Yucel; Koskinas Ioannis; Armando Domi; Anastasios Drosou; Bruno Manganelli; Albert Saà-Garriga (ICIP, 2023)

LRA&LDRA: Rethinking Residual Predictions for Efficient Shadow Detection and Removal. - Mehmet Kerim Yücel; Valia Dimaridou; Bruno Manganelli; Mete Ozay; Anastasios Drosou; Albert Saà-Garriga (WACV, 2023)

A Modular System for Enhanced Robustness of Multimedia Understanding Networks via Deep Parametric Estimation. - Francesco Barbato; Umberto Michieli; Mehmet Kerim Yucel; Pietro Zanuttigh; Mete Ozay (MMSys, 2024)

Finding Waldo: Towards Efficient Exploration of NeRF Scene Spaces. - Evangelos Skartados; Mehmet Kerim Yucel; Bruno Manganelli; Anastasios Drosou; Albert Saà-Garriga (MMSys, 2024)

Trick-GS: A Balanced Bag of Tricks for Efficient Gaussian Splatting. - Anil Armagan; Albert Saà-Garriga; Bruno Manganelli; Mateusz Nowak 002; Mehmet Kerim Yucel (ICASSP, 2025)

CheapNVS: Real-Time On-Device Narrow-Baseline Novel View Synthesis. - Konstantinos Georgiadis; Mehmet Kerim Yucel; Albert Saà-Garriga (ICASSP, 2025)

Rethinking Encoder-Decoder Flow Through Shared Structures. - Frederik Laboyrie; Mehmet Kerim Yucel; Albert Saà-Garriga (ICASSP, 2025)

GSta: Efficient Training Scheme with Siestaed Gaussians for Monocular 3D Scene Reconstruction. - Anil Armagan; Albert Saà-Garriga; Bruno Manganelli; Kyuwon Kim; Mehmet Kerim Yucel (CoRR, 2025)