Batu Ozturkler

Joined

September 2020

Names

Batu Ozturkler (Preferred)

Emails

****@stanford.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Stanford University (stanford.edu)

2019 – 2025

Intern

NVIDIA (nvidia.com)

2022 – 2023

Intern

Microsoft (microsoft.com)

2022 – 2022

Undergrad student

METU (metu.edu.tr)

2015 – 2019

Advisors, Relations & Conflicts

PhD Advisor

John Pauly

Present

Coauthor

Jan Kautz

Present

Coauthor

Nebojsa Jojic

Present

Expertise

Computational Imaging

Present

Inverse Problems

Present

Image Reconstruction

Present

Magnetic Resonance Imaging

Present

Prompt Engineering

Present

Deep Learning

Present

Signal Processing

Present

Natural Language Processing

Present

Publications

Regularization by Denoising Diffusion Process for MRI Reconstruction
Batu Ozturkler, Morteza Mardani, Arash Vahdat, Jan Kautz, John M. Pauly
- NeurIPS 2023 Deep Inverse Workshop Poster
- Readers: Everyone
Scaling Convex Neural Networks with Burer-Monteiro Factorization
Arda Sahiner, Tolga Ergen, Batu Ozturkler, John M. Pauly, Morteza Mardani, Mert Pilanci
- ICLR 2024 poster
- Readers: Everyone
Regularization by Denoising Diffusion Process for MRI Reconstruction
Batu Ozturkler, Morteza Mardani, Arash Vahdat, Jan Kautz, John M. Pauly
- Published: 28 Apr 2023, Last Modified: 09 Jun 2023
- MIDL 2023 Short paper track Poster
- Readers: Everyone
Scaling Convex Neural Networks with Burer-Monteiro Factorization
Arda Sahiner, Tolga Ergen, Batu Ozturkler, John M. Pauly, Morteza Mardani, Mert Pilanci
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
ThinkSum: Probabilistic reasoning over sets using large language models
Batu Ozturkler, Nikolay Malkin, Zhen Wang, Nebojsa Jojic
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Scale-Agnostic Super-Resolution in MRI using Feature-Based Coordinate Networks
Dave Van Veen, Rogier Van der Sluijs, Batu Ozturkler, Arjun D Desai, Christian Bluethgen, Robert D. Boutin, Marc H. Willis, Gordon Wetzstein, David B. Lindell, Shreyas Vasanawala, John M. Pauly, Akshay Chaudhari
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
GLEAM: Greedy Learning for Large-Scale Accelerated MRI Reconstruction
Batu Ozturkler, Arda Sahiner, Tolga Ergen, Arjun D. Desai, Christopher M. Sandino, Shreyas Vasanawala, John M. Pauly, Morteza Mardani, Mert Pilanci
- 2022 (modified: 29 Mar 2023)
- CoRR 2022
- Readers: Everyone
Unraveling Attention via Convex Duality: Analysis and Interpretations of Vision Transformers
Arda Sahiner, Tolga Ergen, Batu Ozturkler, John M. Pauly, Morteza Mardani, Mert Pilanci
- 2022 (modified: 29 Mar 2023)
- ICML 2022
- Readers: Everyone
Scale-Agnostic Super-Resolution in MRI using Feature-Based Coordinate Networks
Dave Van Veen, Rogier van der Sluijs, Batu Ozturkler, Arjun D. Desai, Christian Bluethgen, Robert D. Boutin, Marc H. Willis, Gordon Wetzstein, David B. Lindell, Shreyas Vasanawala, John M. Pauly, Akshay S. Chaudhari
- 2022 (modified: 16 Apr 2023)
- CoRR 2022
- Readers: Everyone
Hidden Convexity of Wasserstein GANs: Interpretable Generative Models with Closed-Form Solutions
Arda Sahiner, Tolga Ergen, Batu Ozturkler, Burak Bartan, John M. Pauly, Morteza Mardani, Mert Pilanci
- 2022 (modified: 18 Apr 2023)
- ICLR 2022
- Readers: Everyone

View all 19 publications

Co-Authors

View all 30 co-authors