Learning Laplacian Matrix in Smooth Graph Signal Representations von Xiaowen Dong, Thanou, Dorina, Frossard, Pascal, Vandergheynst, Pierre

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Graph Signal Processing: Overview, Challenges, and Applications von Ortega, Antonio, Frossard, Pascal, Kovacevic, Jelena, Moura, Jose M. F., Vandergheynst, Pierre

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Clustering on Multi-Layer Graphs via Subspace Analysis on Grassmann Manifolds von Xiaowen Dong, Frossard, Pascal, Vandergheynst, Pierre, Nefedov, Nikolai

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Spectrum-Adapted Tight Graph Wavelet and Vertex-Frequency Frames von Shuman, David I., Wiesmeyr, Christoph, Holighaus, Nicki, Vandergheynst, Pierre

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Adaptive Graph-Based Total Variation for Tomographic Reconstructions von Mahmood, Faisal, Shahid, Nauman, Skoglund, Ulf, Vandergheynst, Pierre

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Compressive Source Separation: Theory and Methods for Hyperspectral Imaging von Golbabaee, Mohammad, Arberet, Simon, Vandergheynst, Pierre

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Fast Global Minimization of the Active Contour/Snake Model von Bresson, Xavier, Esedoḡlu, Selim, Vandergheynst, Pierre, Thiran, Jean-Philippe, Osher, Stanley

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Hyperspectral image compressed sensing via low-rank and joint-sparse matrix recovery von Golbabaee, M., Vandergheynst, P.

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RosettaSurf-A surface-centric computational design approach von Scheck, Andreas, Rosset, Stéphane, Defferrard, Michaël, Loukas, Andreas, Bonet, Jaume, Vandergheynst, Pierre, Correia, Bruno E

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Compact Low-Power Cortical Recording Architecture for Compressive Multichannel Data Acquisition von Shoaran, Mahsa, Kamal, Mahdad Hosseini, Pollo, Claudio, Vandergheynst, Pierre, Schmid, Alexandre

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A Variational Model for Object Segmentation Using Boundary Information and Shape Prior Driven by the Mumford-Shah Functional von Bresson, Xavier, Vandergheynst, Pierre, Thiran, Jean-Philippe

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Stationary Signal Processing on Graphs von Perraudin, Nathanael, Vandergheynst, Pierre

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Blind Audiovisual Source Separation Based on Sparse Redundant Representations von Llagostera Casanovas, Anna, Monaci, Gianluca, Vandergheynst, Pierre, Gribonval, Rémi

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Design and Exploration of Low-Power Analog to Information Conversion Based on Compressed Sensing von Mamaghanian, H., Khaled, N., Atienza, D., Vandergheynst, P.

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Vertex-frequency analysis on graphs von Shuman, David I, Ricaud, Benjamin, Vandergheynst, Pierre

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Random sampling of bandlimited signals on graphs von Puy, Gilles, Tremblay, Nicolas, Gribonval, Rémi, Vandergheynst, Pierre

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An Algorithm Architecture Co-Design for CMOS Compressive High Dynamic Range Imaging von Guicquero, William, Dupret, Antoine, Vandergheynst, Pierre

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Structured Sequence Modeling with Graph Convolutional Recurrent Networks von Seo, Youngjoo, Defferrard, Michaël, Vandergheynst, Pierre, Bresson, Xavier

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A Variational Framework for Structure from Motion in Omnidirectional Image Sequences von Bagnato, Luigi, Frossard, Pascal, Vandergheynst, Pierre

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Compressed Sensing and Redundant Dictionaries von Rauhut, H., Schnass, K., Vandergheynst, P.

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