Muhammed Emrullah Ildiz

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Sequence Prediction

Positron Emission Tomography

Image Reconstruction

Top Venues

IEEE J. Sel. Areas Inf. Theory

IEEE J. Sel. Top. Signal Process.

Publications

Muhammed Emrullah Ildiz, Yixiao Huang, Yingcong Li, Ankit Singh Rawat, Samet Oymak
From Self-Attention to Markov Models: Unveiling the Dynamics of Generative Transformers. CoRR (2024)
Yingcong Li, Yixiao Huang, Muhammed Emrullah Ildiz, Ankit Singh Rawat, Samet Oymak
Mechanics of Next Token Prediction with Self-Attention. CoRR (2024)
Yingcong Li, Yixiao Huang, Muhammed Emrullah Ildiz, Ankit Singh Rawat, Samet Oymak
Mechanics of Next Token Prediction with Self-Attention. AISTATS (2024)
Muhammed Emrullah Ildiz, Zhe Zhao, Samet Oymak
Understanding Inverse Scaling and Emergence in Multitask Representation Learning. AISTATS (2024)
Muhammed Emrullah Ildiz, Orhan Tahir Yavascan, Elif Uysal, Özkan Tugberk Kartal
Pull or Wait: How to Optimize Query Age of Information. IEEE J. Sel. Areas Inf. Theory 4 (2023)
Yingcong Li, Muhammed Emrullah Ildiz, Dimitris Papailiopoulos, Samet Oymak
Transformers as Algorithms: Generalization and Stability in In-context Learning. ICML (2023)
Muhammed Emrullah Ildiz, Orhan Tahir Yavascan, Elif Uysal, O. Tugberk Kartal
Query Age of Information: Optimizing AoI at the Right Time. ISIT (2022)
Muhammed Emrullah Ildiz, Semanur Avsar, Elif Uysal
An Inequality for Query Age of Information and Age of Information. SIU (2022)
Muhammed Emrullah Ildiz, Orhan Tahir Yavascan, Elif Uysal, O. Tugberk Kartal
Pull or Wait: How to Optimize Query Age of Information. CoRR (2021)
Salman Ul Hassan Dar, Mahmut Yurt, Mohammad Shahdloo, Muhammed Emrullah Ildiz, Berk Tinaz, Tolga Çukur
Prior-Guided Image Reconstruction for Accelerated Multi-Contrast MRI via Generative Adversarial Networks. IEEE J. Sel. Top. Signal Process. 14 (6) (2020)
Salman Ul Hassan Dar, Mahmut Yurt, Mohammad Shahdloo, Muhammed Emrullah Ildiz, Tolga Çukur
Synergistic Reconstruction and Synthesis via Generative Adversarial Networks for Accelerated Multi-Contrast MRI. CoRR (2018)