Mustafa Yildirim

According to our database, Mustafa Yildirim authored at least 20 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Behavioral Cloning Models Reality Check for Autonomous Driving.

Mustafa Yildirim, Barkin Dagda, Vinal Asodia, Saber Fallah

CoRR, 2024

Optical Diffusion Models for Image Generation.

Ilker Oguz, Niyazi Ulas Dinç, Mustafa Yildirim, Junjie Ke, Innfarn Yoo, Qifei Wang, Feng Yang, Christophe Moser, Demetri Psaltis

CoRR, 2024

HighwayLLM: Decision-Making and Navigation in Highway Driving with RL-Informed Language Model.

Mustafa Yildirim, Barkin Dagda, Saber Fallah

CoRR, 2024

Multicasting Optical Reconfigurable Switch.

Niyazi Ulas Dinç, Mustafa Yildirim, Christophe Moser, Demetri Psaltis

CoRR, 2024

A New Dual Sensor Design for Elongated Cables/IEDs Detection Using EMI and GPR.

Mustafa Yildirim, Mehmet Dinçtürk, Ozan Mert, Ahmet Akgöz, Hakki Nazli, Ersin Özkan

Proceedings of the IGARSS 2024, 2024

Development of UGV Mounted Multi-Channel Dual Sensor System Including EMI and GPR for Mine/IED Detection.

Ersin Özkan, Mustafa Yildirim, Mehmet Dinçtürk, Ozan Mert, Eyüp Çugalir, Ahmet Akgöz, Mehmet Akif Paksoy, Hakki Nazli, D. Vural Özbudak, Esra Özkan

Proceedings of the IGARSS 2024, 2024

2023

A bioinformatic analysis: Previous allergen exposure may support anti- SARS-CoV-2 immune response.

Isil Kutluturk Karagöz, Mucahit Kaya, René Rückert, Nazli Bozman, Vildan Kaya, Halim Bayram, Mustafa Yildirim

Comput. Biol. Chem., December, 2023

Human-Like Autonomous Driving on Dense Traffic.

Mustafa Yildirim, Saber Fallah, Alireza Tamaddoni-Nezhad

CoRR, 2023

Nonlinear Processing with Linear Optics.

Mustafa Yildirim, Niyazi Ulas Dinç, Ilker Oguz, Demetri Psaltis, Christophe Moser

CoRR, 2023

Towards Safe Autonomous Driving Policies using a Neuro-Symbolic Deep Reinforcement Learning Approach.

Iman Sharifi, Mustafa Yildirim, Saber Fallah

CoRR, 2023

Forward-Forward Training of an Optical Neural Network.

Ilker Oguz, Junjie Ke, Qifei Wang, Feng Yang, Mustafa Yildirim, Niyazi Ulas Dinç, Jih-Liang Hsieh, Christophe Moser, Demetri Psaltis

CoRR, 2023

2022

Nonlinear Optical Data Transformer for Machine Learning.

Mustafa Yildirim, Ilker Oguz, Fabian Kaufmann, Marc Reig Escale, Rachel Grange, Demetri Psaltis, Christophe Moser

CoRR, 2022

Programming Nonlinear Propagation for Efficient Optical Learning Machines.

Ilker Oguz, Jih-Liang Hsieh, Niyazi Ulas Dinç, Ugur Tegin, Mustafa Yildirim, Carlo Gigli, Christophe Moser, Demetri Psaltis

CoRR, 2022

Prediction Based Decision Making for Autonomous Highway Driving.

Mustafa Yildirim, Sajjad Mozaffari, Luc McCutcheon, Mehrdad Dianati, Alireza Tamaddoni-Nezhad, Saber Fallah

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

2021

Büyük veride çizge teorisiyle temerrüt tahmini ve makine öğrenmesi modellerinin yorumlanması (Default prediction with graph theory in big data and interpretation of machine learning models)

Mustafa Yildirim

PhD thesis, 2021

Scalable optical learning operator.

Ugur Tegin, Mustafa Yildirim, Ilker Oguz, Christophe Moser, Demetri Psaltis

Nat. Comput. Sci., 2021

Big data analytics for default prediction using graph theory.

Mustafa Yildirim, Feyza Yildirim Okay, Suat Özdemir

Expert Syst. Appl., 2021

Learning to See and Compute through Multimode Fibers.

Babak Rahmani, Ugur Tegin, Mustafa Yildirim, Ilker Oguz, Damien Loterie, Eirini Kakkava, Navid Borhani, Demetri Psaltis, Christophe Moser

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Interpretable Machine Learning: A Case Study of Healthcare.

Feyza Yildirim Okay, Mustafa Yildirim, Suat Özdemir

Proceedings of the International Symposium on Networks, Computers and Communications, 2021

2020

Sentiment Analysis for Turkish Unstructured Data by Machine Translation.

Mustafa Yildirim, Feyza Yildirim Okay, Suat Özdemir

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020