Turkoglu, Mehmet Ozgur
- Visual Camera Re-Localization Using Graph Neural Networks and Relative\n Pose Supervision
2021/04/06 by Mehmet Özgür Türkoglu, Eric Brachmann, Turkoglu, Mehmet Ozgur +7 · 6 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
- LoRA-Ensemble: Efficient Uncertainty Modelling for Self-Attention Networks
2024/05/23 by Dominik J. Mühlematter, Michelle Halbheer, Mühlematter, Dominik J. +10 · 8 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Crop mapping from image time series: deep learning with multi-scale\n label hierarchies
2021/02/17 by Mehmet Özgür Türkoglu, Turkoglu, Mehmet Ozgur, Stefano D’Aronco +11 · 4 citations
Agricultural and Biological Sciences · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Food Supply Chain Traceability #Remote Sensing in Agriculture #Smart Agriculture and AI
- FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation
2022/05/31 by Mehmet Özgür Türkoglu, Alexander Becker, Turkoglu, Mehmet Ozgur +15 · 3 citations
Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Machine Learning in Materials Science
- Gating Revisited: Deep Multi-layer RNNs That Can Be Trained
2019/11/25 by Turkoglu, Mehmet Ozgur, D'Aronco, Stefano, Wegner, Jan Dirk +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations
2020/12/04 by Metzger, Nando, Turkoglu, Mehmet Ozgur, D'Aronco, Stefano +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences