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Miguel R. D. Rodrigues

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Senior Member, IEEE

Model-Aware Regularization For Learning Approaches To Inverse Problems

Jun 18, 2020
Jaweria Amjad, Zhaoyan Lyu, Miguel R. D. Rodrigues

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Lautum Regularization for Semi-supervised Transfer Learning

Apr 02, 2019
Daniel Jakubovitz, Miguel R. D. Rodrigues, Raja Giryes

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Deep Learning for Inverse Problems: Bounds and Regularizers

Jan 31, 2019
Jaweria Amjad, Zhaoyan Lyu, Miguel R. D. Rodrigues

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Generalization Error in Deep Learning

Aug 03, 2018
Daniel Jakubovitz, Raja Giryes, Miguel R. D. Rodrigues

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Coupled Dictionary Learning for Multi-contrast MRI Reconstruction

Jun 26, 2018
Pingfan Song, Lior Weizman, Joao F. C. Mota, Yonina C. Eldar, Miguel R. D. Rodrigues

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Multimodal Image Denoising based on Coupled Dictionary Learning

Jun 26, 2018
Pingfan Song, Miguel R. D. Rodrigues

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Multi-modal Image Processing based on Coupled Dictionary Learning

Jun 26, 2018
Pingfan Song, Miguel R. D. Rodrigues

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Multimodal Image Super-resolution via Joint Sparse Representations induced by Coupled Dictionaries

Mar 08, 2018
Pingfan Song, Xin Deng, João F. C. Mota, Nikos Deligiannis, Pier Luigi Dragotti, Miguel R. D. Rodrigues

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Generalization Error of Invariant Classifiers

Jul 02, 2017
Jure Sokolic, Raja Giryes, Guillermo Sapiro, Miguel R. D. Rodrigues

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Learning to Succeed while Teaching to Fail: Privacy in Closed Machine Learning Systems

May 23, 2017
Jure Sokolic, Qiang Qiu, Miguel R. D. Rodrigues, Guillermo Sapiro

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