Yaman, Burhaneddin
- Physics-Driven Deep Learning for Computational Magnetic Resonance Imaging
2022/03/23 by Kerstin Hammernik, Thomas Küstner, Hammernik, Kerstin +11 · 10 citations
Medicine · #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Medical Physics (physics.med-ph) #Radiomics and Machine Learning in Medical Imaging #Signal Processing (eess.SP) #electronic engineering #information engineering
- AdaWM: Adaptive World Model based Planning for Autonomous Driving
2025/01/22 by Wang, Hang, Ye, Xin, Tao, Feng +5 · 7 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Robotics (cs.RO)
- BEVDiffuser: Plug-and-Play Diffusion Model for BEV Denoising with Ground-Truth Guidance
2025/02/27 by Ye, Xin, Yaman, Burhaneddin, Cheng, Sheng +3 · 6 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- 20-fold Accelerated 7T fMRI Using Referenceless Self-Supervised Deep Learning Reconstruction
2021/05/12 by Ömer Burak Demirel, Demirel, Omer Burak, Burhaneddin Yaman +17 · 2 citations
Medicine · Neuroscience · #Advanced MRI Techniques and Applications #Functional Brain Connectivity Studies #Advanced Neuroimaging Techniques and Applications
- LORD: Large Models based Opposite Reward Design for Autonomous Driving
2024/03/27 by Xin Ye, Tao Feng, Ye, Xin +7 · 2 citations
Engineering · #Autonomous Vehicle Technology and Safety
- MTA: Multimodal Task Alignment for BEV Perception and Captioning
2024/11/16 by Yunsheng Ma, Ma, Yunsheng, Burhaneddin Yaman +12 · 1 citation
Computer Science · #Multimodal Machine Learning Applications #Video Analysis and Summarization #Natural Language Processing Techniques
- ALN-P3: Unified Language Alignment for Perception, Prediction, and Planning in Autonomous Driving
2025/05/21 by Ma, Yunsheng, Yaman, Burhaneddin, Ye, Xin +5 · 1 citation
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- LTDA-Drive: LLMs-guided Generative Models based Long-tail Data Augmentation for Autonomous Driving
2025/05/21 by Mahmut Yurt, Xin Ye, Yurt, Mahmut +13 · 1 citation
Computer Science · Decision Sciences · Engineering · #Natural Language Processing Techniques #Simulation Techniques and Applications #Autonomous Vehicle Technology and Safety