Arda Sahiner

发表

Scale-Equivariant Unrolled Neural Networks for Data-Efficient Accelerated MRI Reconstruction

Arjun D Desai, Mert Pilanci, S. Vasanawala, 2022, MICCAI.

In situ width estimation of biofuel plant stems

A. Zakhor, Arda Sahiner, F. Heng, 2019, Computational Imaging.

Unraveling Attention via Convex Duality: Analysis and Interpretations of Vision Transformers

Mert Pilanci, M. Mardani, Arda Sahiner, 2022, ICML.

Fast Convex Optimization for Two-Layer ReLU Networks: Equivalent Model Classes and Cone Decompositions

Mert Pilanci, Aaron Mishkin, Arda Sahiner, 2022, ICML.

Vector-output ReLU Neural Network Problems are Copositive Programs: Convex Analysis of Two Layer Networks and Polynomial-time Algorithms pdf

Mert Pilanci, Tolga Ergen, John Pauly, 2020, ICLR.

VECTOR-OUTPUT RELU NEURAL NETWORK PROB-

Mert Pilanci, Arda Sahiner, J. Pauly, 2021 .

Convex Regularization Behind Neural Reconstruction pdf

Morteza Mardani, Mert Pilanci, John Pauly, 2020, ICLR.

Hidden Convexity of Wasserstein GANs: Interpretable Generative Models with Closed-Form Solutions

Mert Pilanci, M. Mardani, Arda Sahiner, 2021, ICLR.

Demystifying Batch Normalization in ReLU Networks: Equivalent Convex Optimization Models and Implicit Regularization pdf

Morteza Mardani, Mert Pilanci, Tolga Ergen, 2021, ICLR.

GLEAM: Greedy Learning for Large-Scale Accelerated MRI Reconstruction

Christopher M. Sandino, Arjun D Desai, J. Pauly, 2022, ArXiv.

Greedy Learning for Large-Scale Neural MRI Reconstruction

Arjun D Desai, J. Pauly, Mert Pilanci, 2021 .