Batu Ozturkler

According to our database1, Batu Ozturkler authored at least 11 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2021
2022
2023
2024
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1
2
3
4
5
6
7
2
1
1
2
4
1

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Scaling Convex Neural Networks with Burer-Monteiro Factorization.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
SMRD: SURE-Based Robust MRI Reconstruction with Diffusion Models.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

ThinkSum: Probabilistic reasoning over sets using large language models.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
Scale-Agnostic Super-Resolution in MRI using Feature-Based Coordinate Networks.
CoRR, 2022

GLEAM: Greedy Learning for Large-Scale Accelerated MRI Reconstruction.
CoRR, 2022

VORTEX: Physics-Driven Data Augmentations Using Consistency Training for Robust Accelerated MRI Reconstruction.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

Unraveling Attention via Convex Duality: Analysis and Interpretations of Vision Transformers.
Proceedings of the International Conference on Machine Learning, 2022

Hidden Convexity of Wasserstein GANs: Interpretable Generative Models with Closed-Form Solutions.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Demystifying Batch Normalization in ReLU Networks: Equivalent Convex Optimization Models and Implicit Regularization.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
Noise2Recon: A Semi-Supervised Framework for Joint MRI Reconstruction and Denoising.
CoRR, 2021

Convex Regularization behind Neural Reconstruction.
Proceedings of the 9th International Conference on Learning Representations, 2021


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