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GALEN-POST - 2018
GALEN-POST - 2018
Team Galen-post
Team, Visitors, External Collaborators
Overall Objectives
Research Program
Application Domains
Highlights of the Year
New Software and Platforms
New Results
Bilateral Contracts and Grants with Industry
Partnerships and Cooperations
Dissemination
Bibliography
Team Galen-post
Team, Visitors, External Collaborators
Overall Objectives
Research Program
Application Domains
Highlights of the Year
New Software and Platforms
New Results
Bilateral Contracts and Grants with Industry
Partnerships and Cooperations
Dissemination
Bibliography


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Bibliography

Publications of the year

Doctoral Dissertations and Habilitation Theses

Articles in International Peer-Reviewed Journals

  • 3F. Abboud, E. Chouzenoux, J.-C. Pesquet, J.-H. Chenot, L. Laborelli.

    An Alternating Proximal Approach for Blind Video Deconvolution, in: Signal Processing: Image Communication, 2018, vol. 70, pp. 21-36.

    https://hal.archives-ouvertes.fr/hal-01668437
  • 4J. Casas-Roma, J. Salas, F. Malliaros, M. Vazirgiannis.

    k-Degree anonymity on directed networks, in: Knowledge and Information Systems (KAIS), September 2018. [ DOI : 10.1007/s10115-018-1251-5 ]

    https://hal-centralesupelec.archives-ouvertes.fr/hal-01950285
  • 5D. Genest, É. Puybareau, M. Léonard, N. de Crozé, J. Cousty, H. Talbot.

    High throughput automated detection of axial malformations in Medaka fish embryo, in: Computers in Biology and Medicine, 2019.

    https://hal.archives-ouvertes.fr/hal-01971148
  • 6M. E. Gheche, G. Chierchia, J.-C. Pesquet.

    Proximity Operators of Discrete Information Divergences, in: IEEE Transactions on Information Theory, February 2018, vol. 64, no 2, pp. 1092-1104.

    https://hal.archives-ouvertes.fr/hal-01672646
  • 7E. Grossiord, B. Naegel, H. Talbot, L. Najman, N. Passat.

    Shape-based analysis on component-graphs for multivalued image processing, in: Mathematical Morphology - Theory and Applications, 2019.

    https://hal.univ-reims.fr/hal-01695384
  • 8C. Jaquet, L. Najman, H. Talbot, L. Grady, M. Schaap, B. Spain, H. J. Kim, I. Vignon-Clementel, C. A. Taylor.

    Generation of patient-specific cardiac vascular networks: a hybrid image-based and synthetic geometric model, in: IEEE Transactions on Biomedical Engineering, 2018. [ DOI : 10.1109/TBME.2018.2865667 ]

    https://hal.archives-ouvertes.fr/hal-01869264
  • 9C. Karakizi, K. Karantzalos, M. Vakalopoulou, G. Antoniou.

    Detailed Land Cover Mapping from Multitemporal Landsat-8 Data of Different Cloud Cover, in: Remote Sensing, August 2018.

    https://hal.inria.fr/hal-01959065
  • 10P. Kondaxakis, K. Gulzar, S. Kinauer, I. Kokkinos, V. Kyrki.

    Robot–Robot Gesturing for Anchoring Representations, in: IEEE Transactions on Robotics, October 2018, pp. 1-15.

    https://hal.archives-ouvertes.fr/hal-01961433
  • 11Y. Marnissi, E. Chouzenoux, A. Benazza-Benyahia, J.-C. Pesquet.

    An Auxiliary Variable Method for Markov Chain Monte Carlo Algorithms in High Dimension, in: Entropy, 2018, vol. 20, no 2. [ DOI : 10.3390/e20020110 ]

    https://hal.archives-ouvertes.fr/hal-01797093
  • 12O. Merveille, H. Talbot, L. Najman, N. Passat.

    Curvilinear structure analysis by ranking the orientation responses of path operators, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018, vol. 40, no 2, pp. 304-317. [ DOI : 10.1109/TPAMI.2017.2672972 ]

    https://hal.archives-ouvertes.fr/hal-01262728
  • 13E. Oyallon, S. Zagoruyko, G. Huang, N. Komodakis, S. Lacoste-Julien, M. Blaschko, E. Belilovsky.

    Scattering Networks for Hybrid Representation Learning, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, September 2018, 11 p, https://arxiv.org/abs/1809.06367. [ DOI : 10.1109/TPAMI.2018.2855738 ]

    https://hal.inria.fr/hal-01837587
  • 14A. Pirayre, C. Couprie, L. Duval, J.-C. Pesquet.

    BRANE Clust: Cluster-Assisted Gene Regulatory Network Inference Refinement, in: IEEE/ACM Transactions on Computational Biology and Bioinformatics, June 2018, vol. 15, no 3, pp. 850-860.

    https://hal-ifp.archives-ouvertes.fr/hal-01330638
  • 15M.-E. Rossi, B. Shi, N. Tziortziotis, F. Malliaros, C. Giatsidis, M. Vazirgiannis.

    MATI: An efficient algorithm for influence maximization in social networks, in: PLoS ONE, October 2018.

    https://hal-centralesupelec.archives-ouvertes.fr/hal-01950273
  • 16P. Savadjiev, J. Chong, A. Dohan, M. Vakalopoulou, C. Reinhold, N. Paragios, B. Gallix.

    Demystification of AI-driven medical image interpretation: past, present and future, in: European Radiology, August 2018.

    https://hal.inria.fr/hal-01958231
  • 17R. Sun, E. J. Limkin, M. Vakalopoulou, L. Dercle, S. Champiat, S. R. Han, L. Verlingue, D. Brandao, A. Lancia, S. Ammari, A. Hollebecque, J.-Y. Scoazec, A. Marabelle, C. Massard, J.-C. Soria, C. Robert, N. Paragios, É. Deutsch, C. Ferté.

    A radiomics approach to assess tumour-infiltrating CD8 cells and response to anti-PD-1 or anti-PD-L1 immunotherapy: an imaging biomarker, retrospective multicohort study, in: The Lancet Oncology, September 2018.

    https://hal.inria.fr/hal-01958243

Invited Conferences

  • 18P. L. Combettes, J.-C. Pesquet.

    Linear convergence of stochastic block-coordinate fixed point algorithms, in: European Signal and Image Processing Conference (EUSIPCO 2018), Rome, Italy, September 2018.

    https://hal.archives-ouvertes.fr/hal-01964580
  • 19M.-C. Corbineau, E. Chouzenoux, J.-C. Pesquet.

    Geometry-Texture Decomposition/Reconstruction Using a Proximal Interior Point Algorithm, in: 10th IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM 2018), Sheffield, United Kingdom, Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM 2018), July 2018.

    https://hal.archives-ouvertes.fr/hal-01863408
  • 20J. Maggu, A. Majumdar, E. Chouzenoux.

    Transformed Locally Linear Manifold Clustering, in: 26th European Signal Processing Conference, Rome, Italy, Proceedings of the 26th European Signal Processing Conference (EUSIPCO 2018), September 2018.

    https://hal.archives-ouvertes.fr/hal-01862192

International Conferences with Proceedings

  • 21F. Abboud, E. Chouzenoux, J.-C. Pesquet, H. Talbot.

    A Multicore Convex Optimization Algorithm with Applications to Video Restoration, in: IEEE International Conference on Image Processing, Athens, Greece, Proceedings of the IEEE International Conference on Image Processing (ICIP 2018), October 2018.

    https://hal.archives-ouvertes.fr/hal-01862210
  • 22A. Benfenati, E. Chouzenoux, J.-C. Pesquet.

    A Nonconvex Variational Approach for Robust Graphical Lasso., in: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2018), Calgary, Canada, Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2018), April 2018.

    https://hal.archives-ouvertes.fr/hal-01803424
  • 23S. Chandra, M. Vakalopoulou, L. Fidon, E. Battistella, T. Estienne, R. Sun, C. Robert, É. Deutsch, N. Paragios.

    Context Aware 3D CNNs for Brain Tumor Segmentation, in: MICCAI Brainlesion Workshop, Granada, Spain, September 2018.

    https://hal.inria.fr/hal-01959610
  • 24A. Cherni, E. Chouzenoux, D. Marc-André.

    Fast Dictionnary-Based Approach for Mass Spectrometry Data Analysis, in: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2018), Calgary, Canada, Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2018), April 2018.

    https://hal.archives-ouvertes.fr/hal-01803419
  • 25S. Christodoulidis, M. Sahasrabudhe, M. Vakalopoulou, G. Chassagnon, M.-P. Revel, S. Mougiakakou, N. Paragios.

    Linear and Deformable Image Registration with 3D Convolutional Neural Networks, in: Reconstruction and Analysis of Moving Body Organs, 21th International Conference on Medical Image Computing and Computer Assisted Intervention 2018, Grenada, Spain, September 2018.

    https://hal.archives-ouvertes.fr/hal-01935607
  • 26M.-C. Corbineau, E. Chouzenoux, J.-C. Pesquet.

    PIPA: A New Proximal Interior Point Algorithm for Large Scale Convex Optimization, in: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2018), Calgary, Canada, Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2018), April 2018.

    https://hal.archives-ouvertes.fr/hal-01803422
  • 27R. A. Güler, N. Neverova, I. Kokkinos.

    DensePose: Dense Human Pose Estimation In The Wild, in: Conference on Computer Vision and Pattern Recognition (CVPR) 2018, Salt Lake City, United States, June 2018.

    https://hal.archives-ouvertes.fr/hal-01951864
  • 28J.-H. Jacobsen, A. Smeulders, E. Oyallon.

    i-RevNet: Deep Invertible Networks, in: ICLR 2018 - International Conference on Learning Representations, Vancouver, Canada, April 2018, https://arxiv.org/abs/1802.07088.

    https://hal.archives-ouvertes.fr/hal-01712808
  • 29D. K. Lê-Huu, N. Paragios.

    Continuous Relaxation of MAP Inference: A Nonconvex Perspective, in: CVPR 2018 - IEEE Conference on Computer Vision and Pattern Recognition, Salt Lake City, United States, June 2018, pp. 1-19.

    https://hal.inria.fr/hal-01716514
  • 30J. Maggu, E. Chouzenoux, G. Chierchia, A. Majumdar.

    Convolutional Transform learning, in: 25th International Conference on Neural Information Processing (ICONIP 2018), Siem Reap, Cambodia, Lecture Notes in Computer Science, December 2018, vol. 11303, pp. 162-174.

    https://hal.archives-ouvertes.fr/hal-01862201
  • 31A. Marmin, M. Castella, J.-C. Pesquet, L. Duval.

    Signal Reconstruction from Sub-sampled and Nonlinearly Distorted Observations, in: 26th European Signal Processing Conference (EUSIPCO 2018), Roma, Italy, September 2018.

    https://hal.archives-ouvertes.fr/hal-01957568
  • 32N. Neverova, R. A. Güler, I. Kokkinos.

    Dense Pose Transfer, in: European Conference on Computer Vision (ECCV) 2018, Munich, Germany, September 2018.

    https://hal.archives-ouvertes.fr/hal-01951850
  • 33D. Nguyen, F. Malliaros.

    BiasedWalk: Biased Sampling for Representation Learning on Graphs, in: International Workshop on High Performance Big Graph Data Management, Analysis, and Mining (BigGraphs), Seattle, WA, United States, December 2018.

    https://hal-centralesupelec.archives-ouvertes.fr/hal-01958902
  • 34E. Oyallon, E. Belilovsky, S. Zagoruyko, M. Valko.

    Compressing the Input for CNNs with the First-Order Scattering Transform, in: European Conference on Computer Vision, Munich, Germany, 2018.

    https://hal.inria.fr/hal-01850921
  • 35G. Panagopoulos, F. Malliaros, M. Vazirgiannis.

    DiffuGreedy: An Influence Maximization Algorithm based on Diffusion Cascades, in: The 7th International Conference on Complex Networks and Their Applications (Complex Networks), Cambridge, United Kingdom, December 2018.

    https://hal-centralesupelec.archives-ouvertes.fr/hal-01958915
  • 36M. Papadomanolaki, M. Vakalopoulou, N. Paragios, K. Karantzalos.

    Stacked Encoder-Decoders for Accurate Semantic Segmentation of Very High Resolution Satellite Datasets, in: IGARSS 2018 - 38th annual International Geoscience and Remote Sensing Symposium, Valencia, Spain, July 2018, pp. 1-4.

    https://hal.archives-ouvertes.fr/hal-01870857
  • 37B. Pascal, N. Pustelnik, P. Abry, J.-C. Pesquet.

    Block-coordinate proximal algorithms for scale-free texture segmentation, in: ICASSP 2018 - IEEE International Conference on Acoustics, Speech and Signal Processing, Calgary, Canada, April 2018, pp. 1-5.

    https://hal.inria.fr/hal-01736991
  • 38Z. Shu, M. Sahasrabudhe, R. A. Güler, D. Samaras, N. Paragios, I. Kokkinos.

    Deforming Autoencoders: Unsupervised Disentangling of Shape and Appearance, in: The European Conference on Computer Vision, Munich, Germany, September 2018.

    https://hal.archives-ouvertes.fr/hal-01935596
  • 39K. Skianis, F. Malliaros, M. Vazirgiannis.

    Fusing Document, Collection and Label Graph-based Representations with Word Embeddings for Text Classification, in: NAACL-HLT Workshop on Graph-Based Natural Language Processing (TextGraphs), New Orleans, Louisiana, United States, June 2018.

    https://hal-centralesupelec.archives-ouvertes.fr/hal-01848880
  • 40T. Tsz-Kit, E. Chouzenoux, C. Lefort, J.-C. Pesquet.

    Optimal Multivariate Gaussian Fitting for PSF Modeling in Two-Photon Microscopy, in: 15 th IEEE International Symposium on Biomedical Imaging (ISBI 2018), Washington DC, United States, 15 th Proceedings of the IEEE International Symposium on Biomedical Imaging (ISBI 2018), April 2018. [ DOI : 10.1109/ISBI.2018.8363621 ]

    https://hal.archives-ouvertes.fr/hal-01803413
  • 41M. Vakalopoulou, G. Chassagnon, N. Bus, R. Marini Silva, E. I. Zacharaki, M.-P. Revel, N. Paragios.

    AtlasNet: Multi-atlas Non-linear Deep Networks for Medical Image Segmentation, in: International Conference on Medical Image Computing and Computer-Assisted Intervention, Granada, Spain, September 2018.

    https://hal.inria.fr/hal-01958236
  • 42M. Vakalopoulou, G. Chassagnon, N. Paragios, M.-P. Revel, E. I. Zacharaki.

    Deep patch-based priors under a fully convolutional encoder-decoder architecture for interstitial lung disease segmentation, in: ISBI’18 - IEEE International Symposium on Biomedical Imaging, Washington, D.C., United States, April 2018.

    https://hal.inria.fr/hal-01721714
  • 43M. Vazirgiannis, F. Malliaros, G. Nikolentzos.

    GraphRep: Boosting Text Mining, NLP and Information Retrieval with Graphs, in: 27th ACM International Conference on Information and Knowledge Management (CIKM), Torino, Italy, October 2018, pp. 2295-2296. [ DOI : 10.1145/3269206.3274273 ]

    https://hal-centralesupelec.archives-ouvertes.fr/hal-01958927
  • 44N. Zeghidour, N. Usunier, I. Kokkinos, T. Schatz, G. Synnaeve, E. Dupoux.

    Learning Filterbanks from Raw Speech for Phoneme Recognition, in: ICASSP 2018, Calgary, Alberta, Canada, Proceedings of ICASSP 2018, April 2018, https://arxiv.org/abs/1711.01161v2 - Accepted at ICASSP 2018.

    https://hal.archives-ouvertes.fr/hal-01888737
  • 45A. Çelikkanat, F. Malliaros.

    TNE: A Latent Model for Representation Learning on Networks, in: 32nd Conference on Neural Information Processing Systems (NeurIPS 2018), Relational Representation Learning Workshop, Montréal, Canada, December 2018.

    https://hal.archives-ouvertes.fr/hal-01957684

Conferences without Proceedings

  • 46E. Grossiord, H. Talbot, N. Passat, M. Meignan, L. Najman.

    Segmentation 3D des lésions du lymphome à partir de descripteurs multimodaux TEP/TDM, in: Journée thématique du GdR ISIS : "Segmentation d'images biomédicales : quels outils pour l'analyse des données massives, hétérogènes et multimodales ?", Paris, France, 2018.

    https://hal.univ-reims.fr/hal-01745773
  • 47D. Scieur, E. Oyallon, A. D'Aspremont, F. Bach.

    Nonlinear Acceleration of CNNs, in: ICLR Workshop track, Vancouver, Canada, April 2018.

    https://hal.archives-ouvertes.fr/hal-01805251

Internal Reports

  • 48A. Benfenati, E. Chouzenoux, L. Duval, J.-C. Pesquet, A. Pirayre.

    A review on graph optimization and algorithmic frameworks, LIGM - Laboratoire d'Informatique Gaspard-Monge, October 2018.

    https://hal.archives-ouvertes.fr/hal-01901499
  • 49C. Bertocchi, E. Chouzenoux, M.-C. Corbineau, J.-C. Pesquet, M. Prato.

    Deep Unfolding of a Proximal Interior Point Method for Image Restoration, CVN, CentraleSupélec, Université Paris-Saclay, Gif-Sur-Yvette, France ; Universita di Modena e Reggio Emilia, Modena, Italy ; Université Paris-Est Marne la Vallée, LIGM, UMR CNRS 8049, Champs-sur-Marne, France, December 2018, https://arxiv.org/abs/1812.04276.

    https://hal.archives-ouvertes.fr/hal-01943475

Other Publications



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