Search Results - Sahiner, Arda

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  1. 1
    Fast Convex Optimization for Two-Layer ReLU Networks: Equivalent Model Classes and Cone Decompositions

    Fast Convex Optimization for Two-Layer ReLU Networks: Equivalent Model Classes and Cone Decompositions by Mishkin, Aaron, Sahiner, Arda, Pilanci, Mert

    Published in arXiv.org
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  2. 2
    In situ width estimation of biofuel plant stems

    In situ width estimation of biofuel plant stems by Sahiner, Arda, Heng, Franklin, Balamurugan, Adith, Zakhor, Avideh

    Published in Electronic Imaging
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  3. 3
    Vector-output ReLU Neural Network Problems are Copositive Programs: Convex Analysis of Two Layer Networks and Polynomial-time Algorithms

    Vector-output ReLU Neural Network Problems are Copositive Programs: Convex Analysis of Two Layer Networks and Polynomial-time Algorithms by Sahiner, Arda, Ergen, Tolga, Pauly, John, Pilanci, Mert

    Published in arXiv.org
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  4. 4
    Convex Regularization Behind Neural Reconstruction

    Convex Regularization Behind Neural Reconstruction by Sahiner, Arda, Mardani, Morteza, Batu Ozturkler, Pilanci, Mert, Pauly, John

    Published in arXiv.org
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  5. 5
    Unraveling Attention via Convex Duality: Analysis and Interpretations of Vision Transformers

    Unraveling Attention via Convex Duality: Analysis and Interpretations of Vision Transformers by Sahiner, Arda, Ergen, Tolga, Batu Ozturkler, Pauly, John, Mardani, Morteza, Pilanci, Mert

    Published in arXiv.org
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  6. 6
    Scale-Equivariant Unrolled Neural Networks for Data-Efficient Accelerated MRI Reconstruction

    Scale-Equivariant Unrolled Neural Networks for Data-Efficient Accelerated MRI Reconstruction by Gunel, Beliz, Sahiner, Arda, Desai, Arjun D, Chaudhari, Akshay S, Vasanawala, Shreyas, Pilanci, Mert, Pauly, John

    Published in arXiv.org
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  7. 7
    Hidden Convexity of Wasserstein GANs: Interpretable Generative Models with Closed-Form Solutions

    Hidden Convexity of Wasserstein GANs: Interpretable Generative Models with Closed-Form Solutions by Sahiner, Arda, Ergen, Tolga, Batu Ozturkler, Bartan, Burak, Pauly, John, Mardani, Morteza, Pilanci, Mert

    Published in arXiv.org
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  8. 8
    Demystifying Batch Normalization in ReLU Networks: Equivalent Convex Optimization Models and Implicit Regularization

    Demystifying Batch Normalization in ReLU Networks: Equivalent Convex Optimization Models and Implicit Regularization by Ergen, Tolga, Sahiner, Arda, Batu Ozturkler, Pauly, John, Mardani, Morteza, Pilanci, Mert

    Published in arXiv.org
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  9. 9
    GLEAM: Greedy Learning for Large-Scale Accelerated MRI Reconstruction

    GLEAM: Greedy Learning for Large-Scale Accelerated MRI Reconstruction by Batu Ozturkler, Sahiner, Arda, Ergen, Tolga, Desai, Arjun D, Sandino, Christopher M, Vasanawala, Shreyas, Pauly, John M, Mardani, Morteza, Pilanci, Mert

    Published in arXiv.org
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