Batu Ozturkler

15 papers A* 5Journal 8Unranked 2

Year	Rank	Type	Title / Venue / Authors
2024	A*	`conf`	Scaling Convex Neural Networks with Burer-Monteiro Factorization. ICLR Arda Sahiner, Tolga Ergen, Batu Ozturkler, John M. Pauly, Morteza Mardani, Mert Pilanci
2023	—	`conf`	SMRD: SURE-Based Robust MRI Reconstruction with Diffusion Models. MICCAI (3) Batu Ozturkler, Chao Liu, Benjamin Eckart, Morteza Mardani, Jiaming Song, Jan Kautz
2023	J	`jnl`	SMRD: SURE-based Robust MRI Reconstruction with Diffusion Models. CoRR Batu Ozturkler, Chao Liu, Benjamin Eckart, Morteza Mardani, Jiaming Song, Jan Kautz
2023	—	`conf`	ThinkSum: Probabilistic reasoning over sets using large language models. ACL (1) Batu Ozturkler, Nikolay Malkin, Zhen Wang, Nebojsa Jojic
2022	A*	`conf`	Demystifying Batch Normalization in ReLU Networks: Equivalent Convex Optimization Models and Implicit Regularization. ICLR Tolga Ergen, Arda Sahiner, Batu Ozturkler, John M. Pauly, Morteza Mardani, Mert Pilanci
2022	J	`jnl`	GLEAM: Greedy Learning for Large-Scale Accelerated MRI Reconstruction. CoRR Batu Ozturkler, Arda Sahiner, Tolga Ergen, Arjun D. Desai, Christopher M. Sandino, Shreyas Vasanawala, John M. Pauly, Morteza Mardani, Mert Pilanci
2022	A*	`conf`	Hidden Convexity of Wasserstein GANs: Interpretable Generative Models with Closed-Form Solutions. ICLR Arda Sahiner, Tolga Ergen, Batu Ozturkler, Burak Bartan, John M. Pauly, Morteza Mardani, Mert Pilanci
2022	J	`jnl`	Scale-Agnostic Super-Resolution in MRI using Feature-Based Coordinate Networks. CoRR 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	J	`jnl`	ThinkSum: Probabilistic reasoning over sets using large language models. CoRR Batu Ozturkler, Nikolay Malkin, Zhen Wang, Nebojsa Jojic
2022	A*	`conf`	Unraveling Attention via Convex Duality: Analysis and Interpretations of Vision Transformers. ICML Arda Sahiner, Tolga Ergen, Batu Ozturkler, John M. Pauly, Morteza Mardani, Mert Pilanci
2022	J	`jnl`	Unraveling Attention via Convex Duality: Analysis and Interpretations of Vision Transformers. CoRR Arda Sahiner, Tolga Ergen, Batu Ozturkler, John M. Pauly, Morteza Mardani, Mert Pilanci
2021	A*	`conf`	Convex Regularization behind Neural Reconstruction. ICLR Arda Sahiner, Morteza Mardani, Batu Ozturkler, Mert Pilanci, John M. Pauly
2021	J	`jnl`	Demystifying Batch Normalization in ReLU Networks: Equivalent Convex Optimization Models and Implicit Regularization. CoRR Tolga Ergen, Arda Sahiner, Batu Ozturkler, John M. Pauly, Morteza Mardani, Mert Pilanci
2021	J	`jnl`	Hidden Convexity of Wasserstein GANs: Interpretable Generative Models with Closed-Form Solutions. CoRR Arda Sahiner, Tolga Ergen, Batu Ozturkler, Burak Bartan, John M. Pauly, Morteza Mardani, Mert Pilanci
2020	J	`jnl`	Convex Regularization Behind Neural Reconstruction. CoRR Arda Sahiner, Morteza Mardani, Batu Ozturkler, Mert Pilanci, John M. Pauly