Mustafa Yildirim

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 18

Top Topics

Diffusion Models

Unstructured Data

Autonomous Driving

Top Venues

Publications

Ilker Oguz, Niyazi Ulas Dinç, Mustafa Yildirim, Junjie Ke, Innfarn Yoo, Qifei Wang, Feng Yang, Christophe Moser, Demetri Psaltis
Optical Diffusion Models for Image Generation. CoRR (2024)
Mustafa Yildirim, Barkin Dagda, Saber Fallah
HighwayLLM: Decision-Making and Navigation in Highway Driving with RL-Informed Language Model. CoRR (2024)
Niyazi Ulas Dinç, Mustafa Yildirim, Christophe Moser, Demetri Psaltis
Multicasting Optical Reconfigurable Switch. CoRR (2024)
Ilker Oguz, Junjie Ke, Qifei Wang, Feng Yang, Mustafa Yildirim, Niyazi Ulas Dinç, Jih-Liang Hsieh, Christophe Moser, Demetri Psaltis
Forward-Forward Training of an Optical Neural Network. CoRR (2023)
Mustafa Yildirim, Saber Fallah, Alireza Tamaddoni-Nezhad
Human-Like Autonomous Driving on Dense Traffic. CoRR (2023)
Isil Kutluturk Karagöz, Mucahit Kaya, René Rückert, Nazli Bozman, Vildan Kaya, Halim Bayram, Mustafa Yildirim
A bioinformatic analysis: Previous allergen exposure may support anti- SARS-CoV-2 immune response. Comput. Biol. Chem. 107 (2023)
Iman Sharifi, Mustafa Yildirim, Saber Fallah
Towards Safe Autonomous Driving Policies using a Neuro-Symbolic Deep Reinforcement Learning Approach. CoRR (2023)
Mustafa Yildirim, Niyazi Ulas Dinç, Ilker Oguz, Demetri Psaltis, Christophe Moser
Nonlinear Processing with Linear Optics. CoRR (2023)
Mustafa Yildirim, Ilker Oguz, Fabian Kaufmann, Marc Reig Escale, Rachel Grange, Demetri Psaltis, Christophe Moser
Nonlinear Optical Data Transformer for Machine Learning. CoRR (2022)
Mustafa Yildirim, Sajjad Mozaffari, Luc McCutcheon, Mehrdad Dianati, Alireza Tamaddoni-Nezhad, Saber Fallah
Prediction Based Decision Making for Autonomous Highway Driving. ITSC (2022)
Ilker Oguz, Jih-Liang Hsieh, Niyazi Ulas Dinç, Ugur Tegin, Mustafa Yildirim, Carlo Gigli, Christophe Moser, Demetri Psaltis
Programming Nonlinear Propagation for Efficient Optical Learning Machines. CoRR (2022)
Mustafa Yildirim, Sajjad Mozaffari, Luc McCutcheon, Mehrdad Dianati, Alireza Tamaddoni-Nezhad, Saber Fallah
Prediction Based Decision Making for Autonomous Highway Driving. CoRR (2022)
Ugur Tegin, Mustafa Yildirim, Ilker Oguz, Christophe Moser, Demetri Psaltis
Scalable optical learning operator. Nat. Comput. Sci. 1 (8) (2021)
Feyza Yildirim Okay, Mustafa Yildirim, Suat Özdemir
Interpretable Machine Learning: A Case Study of Healthcare. ISNCC (2021)
Mustafa Yildirim, Feyza Yildirim Okay, Suat Özdemir
Big data analytics for default prediction using graph theory. Expert Syst. Appl. 176 (2021)
Babak Rahmani, Ugur Tegin, Mustafa Yildirim, Ilker Oguz, Damien Loterie, Eirini Kakkava, Navid Borhani, Demetri Psaltis, Christophe Moser
Learning to See and Compute through Multimode Fibers. OFC (2021)
Mustafa Yildirim, Feyza Yildirim Okay, Suat Özdemir
Sentiment Analysis for Turkish Unstructured Data by Machine Translation. IEEE BigData (2020)
Ugur Tegin, Mustafa Yildirim, Ilker Oguz, Christophe Moser, Demetri Psaltis
Scalable Optical Learning Operator. CoRR (2020)