Publications Journal Papers

Classification

J. Sulam, A. Aberdam, A. Beck, and M. Elad, On Multi-Layer Basis Pursuit, Efficient Algorithms and Convolutional Neural Networks, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), March 2019.
Y. Romano, A. Aberdam, J. Sulam, and M. Elad, Adversarial Noise Attacks of Deep Learning Architectures – Stability Analysis via Sparse Modeled Signals, to appear in Journal of Mathematical Imaging and Vision (Special issue on Mathematical Foundations of Deep Learning in Imaging Sciences).
A. Golts and M. Elad, Linearized Kernel Dictionary Learning, IEEE Journal of Selected Topics in Signal Processing, Vol. 10, No. 4, Pages 726-739, June 2016. software
C. Staelin, M. Elad, D. Graig, O. Shmueli, and M. Vans, Biblio - Automatic Meta-data Extraction, International Journal on Document Analysis and Recognition, Vol. 10, No. 2, Pages 113-126, November 2007.
M. Elad, Y. Hel-Or, and R. Keshet, Pattern Detection Using a Maximal Rejection Classifier, Pattern Recognition Letters, Vol. 23, No. 12, pp. 1459-1471, October 2002.
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