Mehmet Kerim Yucel

Researcher, Samsung

Joined

November 2022

Names

Mehmet Kerim Yucel (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Semantic Scholar

Career & Education History

Researcher

Samsung (samsung.com)

2019 – Present

Researcher

Huawei Technologies Ltd. (huawei.com)

2018 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Ramazan Gokberk Cinbis

2016 – 2022

PhD Advisor

Pinar Duygulu

2016 – 2022

Expertise

Adversarial Machine Learning

Present

Zero Shot Learning

Present

Image Manipulation and Synthesis

Present

Publications

Finding Waldo: Towards Efficient Exploration of NeRF Scene Spaces
Evangelos Skartados, Mehmet Kerim Yucel, Bruno Manganelli, Anastasios Drosou, Albert Saà-Garriga
- MMSys 2024
- Readers: Everyone
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
- Readers: Everyone
MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation
Roy Miles, Mehmet Kerim Yucel, Bruno Manganelli, Albert Saà-Garriga
- Published: 01 Jan 2023, Last Modified: 29 Oct 2023
- CoRR 2023
- Readers: Everyone
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
- Published: 01 Jan 2023, Last Modified: 29 Oct 2023
- CoRR 2023
- Readers: Everyone
HybridAugment++: Unified Frequency Spectra Perturbations for Model Robustness
Mehmet Kerim Yucel, Ramazan Gokberk Cinbis, Pinar Duygulu
- Published: 01 Jan 2023, Last Modified: 29 Oct 2023
- CoRR 2023
- Readers: Everyone
LP-IOANet: Efficient High Resolution Document Shadow Removal
Konstantinos Georgiadis, Mehmet Kerim Yucel, Evangelos Skartados, Valia Dimaridou, Anastasios Drosou, Albert Saà-Garriga, Bruno Manganelli
- Published: 01 Jan 2023, Last Modified: 29 Oct 2023
- CoRR 2023
- Readers: Everyone
Adaptive Mask-based Pyramid Network for Realistic Bokeh Rendering
Konstantinos Georgiadis, Albert Saa-Garriga, Mehmet Kerim Yucel, Anastasios Drosou, Bruno Manganelli
- 02 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Feature-Based Efficient Moving Object Detection for Low-Altitude Aerial Platforms
Berker Logoglu, Hazal Lezki, Mehmet Kerim Yucel, Ahu Ozturk, Alper Kucukkomurler, Batuhan Karagoz, Erkut Erdem, Aykut Erdem
- 02 Nov 2022 (modified: 14 Nov 2022)
- OpenReview Archive Direct Upload
- Readers: Everyone
Joint Exploitation of Features and Optical Flow for Real-Time Moving Object Detection on Drones
Hazal Lezki, Berker Logoglu, Akif Akpinar, Mehmet Kerim Yucel, Ahu Ozturk, Aykut Erdem, Erkut Erdem
- 02 Nov 2022 (modified: 14 Nov 2022)
- OpenReview Archive Direct Upload
- Readers: Everyone
Red Carpet to Fight Club: Partially-supervised Domain Transfer for Face Recognition in Violent Videos
Yunus Can Bilge, Mehmet Kerim Yucel, Nazli Ikizler-Cinbis, Ramazan Gokberk Cinbis, Pinar Duygulu
- 02 Nov 2022 (modified: 02 Nov 2022)
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 18 publications

Co-Authors

View all 27 co-authors