The loss landscape of deep linear neural networks: a second-order analysis von Achour, El Mehdi, Malgouyres, François, Gerchinovitz, Sébastien

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Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks von Mehdi Achour, El, Malgouyres, François, Mamalet, Franck

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Parameter identifiability of a deep feedforward ReLU neural network von Bona-Pellissier, Joachim, Bachoc, François, Malgouyres, François

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Regularized Non-local Total Variation and Application in Image Restoration von Li, Zhi, Malgouyres, François, Zeng, Tieyong

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Multilayer Joint Segmentation Using MRF and Graph Cuts von Lermé, Nicolas, Le Hégarat-Mascle, Sylvie, Malgouyres, François, Lachaize, Marie

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Non-heuristic reduction of the graph in graph-cut optimization von Malgouyres, François, Lermé, Nicolas

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Toward Fast Transform Learning von Chabiron, Olivier, Malgouyres, François, Tourneret, Jean-Yves, Dobigeon, Nicolas

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Minimizing the total variation under a general convex constraint for image restoration von Malgouyres, F.

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Matching pursuit shrinkage in Hilbert spaces von Zeng, Tieyong, Malgouyres, François

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Image restoration using sparse approximations of spatially varying blur operators in the wavelet domain von Escande, Paul, Weiss, Pierre, Malgouyres, François

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Semi-automatic segmentation of whole-body images in longitudinal studies von Grossiord, Eloïse, Risser, Laurent, Kanoun, Salim, Aziza, Richard, Chiron, Harold, Ysebaert, Loïc, Malgouyres, François, Ken, Soléakhéna

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Average Performance of the Sparsest Approximation Using a General Dictionary von Malgouyres, François, Nikolova, Mila

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Solving a variational image restoration model which involves L∞ constraints von Lintner, Stéphane, Malgouyres, François

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Estimating the probability law of the codelength as a function of the approximation error in image compression von Malgouyres, François

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Multi-Layer Joint Segmentation Using MRF and Graph Cuts von Lermé, Nicolas, Le Hégarat-Mascle, Sylvie, Malgouyres, François, Lachaize, Marie

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On the stable recovery of deep structured linear networks under sparsity constraints von Malgouyres, Francois

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Reducing graphs in graph cut segmentation von Lermé, N, Malgouyres, François, Létocart, L

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On the stable recovery of deep structured linear networks under sparsity constraints von Malgouyres, Francois

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Matching pursuit shrinkage in Hilbert spaces: Advances in Multirate Filter Bank Structures and Multiscale Representations von TIEYONG ZENG, MALGOUYRES, François

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Computational Integration to Model Tumor Dynamics in CLL Patients Treated with the Btk Inhibitor Ibrutinib (CompuTreatCLL): First Results of an Integrative Systems Biology Approach von Ysebaert, Loic, Cadot, Sarah, Kanoun, Salim, Ken, Soleakhena, Recher, Christian, Malgouyres, François, Gadat, Sebastien, Dupre, Loic, Quillet Mary, Anne

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