Publications HAL du labo/EPI opis;galen;galen-post;cvn

Journal articles

ref_biblio
Feriel Abboud, Marin Stamm, Emilie Chouzenoux, Jean-Christophe Pesquet, Hugues Talbot. Distributed Algorithms for Scalable Proximity Operator Computation and Application to Video Denoising. Digital Signal Processing, 2022, 128, pp.103610. ⟨10.1016/j.dsp.2022.103610⟩. ⟨hal-03684063⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03684063/file/distributed_elsevier_corrected2.pdf BibTex
ref_biblio
Younes Belkouchi, Laetitia Nebot-Bral, Littisha Lawrance, Michele Kind, Clémence David, et al.. Predicting immunotherapy outcomes in patients with MSI tumors using NLR and CT global tumor volume. Frontiers in Oncology, 2022, 12, ⟨10.3389/fonc.2022.982790⟩. ⟨hal-03907576⟩
Accès au bibtex
BibTex
ref_biblio
Y. Belkouchi, Hugues Talbot, N. Lassau, L. Lawrance, S. Farhane, et al.. Better than RECIST and faster than iRECIST: Defining the immunotherapy progression decision score to better manage progressive tumors on immunotherapy. Annals of Oncology, 2022, 33, pp.S595-S596. ⟨10.1016/j.annonc.2022.07.159⟩. ⟨hal-03940635⟩
Accès au bibtex
BibTex
ref_biblio
Alexandre Bône, Samy Ammari, Yves Menu, Corinne Balleyguier, Eric Moulton, et al.. From dose reduction to contrast maximization: can deep learning amplify the impact of contrast media on brain MR image quality? A reader study. Investigative Radiology, 2022, 57 (8), pp.527-535. ⟨10.1097/RLI.0000000000000867⟩. ⟨hal-03535186⟩
Accès au texte intégral et bibtex
https://hal.inria.fr/hal-03535186/file/2022_01_19__SuperDose__AuthorVersion.pdf BibTex
ref_biblio
Abdulkadir Çelikkanat, Yanning Shen, Fragkiskos D. Malliaros. Multiple Kernel Representation Learning on Networks. IEEE Transactions on Knowledge and Data Engineering, In press, ⟨10.1109/tkde.2022.3172048⟩. ⟨hal-03686085⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03686085/file/Multiple_Kernel_NRL_TKDE.pdf BibTex
ref_biblio
Guillaume Chassagnon, Constance de Margerie-Mellon, Maria Vakalopoulou, Rafael Marini, Trieu-Nghi Hoang-Thi, et al.. Artificial intelligence in lung cancer: current applications and perspectives. Japanese Journal of Radiology, 2022, ⟨10.1007/s11604-022-01359-x⟩. ⟨hal-03939209⟩
Accès au bibtex
BibTex
ref_biblio
Guillaume Chassagnon, Alienor Campredon, Maria Vakalopoulou, Pierre-Régis Burgel. Diversity of approaches in artificial intelligence: an opportunity for discoveries in thoracic imaging. European Respiratory Journal, 2022, 60 (1), pp.2200022. ⟨10.1183/13993003.00022-2022⟩. ⟨hal-03939234⟩
Accès au bibtex
BibTex
ref_biblio
Emilie Chouzenoux, Jean-Baptiste Fest. SABRINA: A Stochastic Subspace Majorization-Minimization Algorithm. Journal of Optimization Theory and Applications, 2022, 195, pp.919-952. ⟨hal-03793623⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03793623/file/main.pdf BibTex
ref_biblio
Emilie Chouzenoux, Ségolène Martin, Jean-Christophe Pesquet. A Local MM Subspace Method for Solving Constrained Variational Problems in Image Recovery. Journal of Mathematical Imaging and Vision, In press, ⟨10.1007/s10851-022-01112-z⟩. ⟨hal-03740823⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03740823/file/JMIV_2021_final.pdf BibTex
ref_biblio
Víctor Elvira, Emilie Chouzenoux. Graphical Inference in Linear-Gaussian State-Space Models. IEEE Transactions on Signal Processing, 2022, 70, pp.4757 - 4771. ⟨hal-03783425⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03783425/file/2209.09969.pdf BibTex
ref_biblio
Víctor Elvira, Emilie Chouzenoux. Optimized Population Monte Carlo. IEEE Transactions on Signal Processing, 2022, 70, pp.2489-2501. ⟨10.1109/TSP.2022.3172619⟩. ⟨hal-03136318v3⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03136318/file/2204.06891.pdf BibTex
ref_biblio
Thomas Guilmeau, Alain Rapaport. Singular arcs in optimal periodic control problems with scalar dynamics and integral input constraint. Journal of Optimization Theory and Applications, 2022, 195, pp.548-574. ⟨10.1007/s10957-022-02095-y⟩. ⟨hal-03740426⟩
Accès au texte intégral et bibtex
https://hal.inrae.fr/hal-03740426/file/Periodic_control___singular_arcs__scalar_dynamics.pdf BibTex
ref_biblio
Kavya Gupta, Fateh Kaakai, Beatrice Pesquet-Popescu, Jean-Christophe Pesquet, Fragkiskos D. Malliaros. Multivariate Lipschitz Analysis of the Stability of Neural Networks. Frontiers in Signal Processing, In press, ⟨10.3389/frsip.2022.794469⟩. ⟨hal-03621112⟩
Accès au texte intégral et bibtex
https://hal-centralesupelec.archives-ouvertes.fr/hal-03621112/file/Multivariate_Stability_of_NN.pdf BibTex
ref_biblio
Yunshi Huang, Emilie Chouzenoux, Jean-Christophe Pesquet. Unrolled Variational Bayesian Algorithm for Image Blind Deconvolution. IEEE Transactions on Image Processing, 2022, 32, pp.430-445. ⟨10.1109/TIP.2022.3224322⟩. ⟨hal-03881393⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03881393/file/main_tip.pdf BibTex
ref_biblio
Surabhi Jagtap, Abdulkadir Çelikkanat, Aurélie Pirayre, Frédérique Bidard, Laurent Duval, et al.. BraneMF : integration of biological networks for functional analysis of proteins. Bioinformatics, 2022, 38 (24), pp.5383-5389. ⟨10.1093/bioinformatics/btac691⟩. ⟨hal-03941785⟩
Accès au bibtex
BibTex
ref_biblio
Surabhi Jagtap, Aurélie Pirayre, Frédérique Bidard, Laurent Duval, Fragkiskos Malliaros. BRANEnet : embedding multilayer networks for omics data integration. BMC Bioinformatics, 2022, 23, pp.429. ⟨10.1186/s12859-022-04955-w⟩. ⟨hal-03846890⟩
Accès au texte intégral et bibtex
https://hal-ifp.archives-ouvertes.fr/hal-03846890/file/BRANEnet%20embedding%20multilayer...%20.pdf BibTex
ref_biblio
Zohaib Amjad Khan, Tassnim Dardouri, Mounir Kaaniche, Gabriel Dauphin. NNCD-IQA: A new neural networks based compressed database for image quality assessment.. Multimedia Tools and Applications, 2022, ⟨10.1007/s11042-022-13842-8⟩. ⟨hal-03917454⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03917454/file/NNCD-IQA_published.pdf BibTex
ref_biblio
Maxime Lacroix, Theodore Aouad, Jean Feydy, David Biau, Frédérique Larousserie, et al.. Artificial intelligence in musculoskeletal oncology imaging: A critical review of current applications. Diagnostic and Interventional Imaging, 2022, ⟨10.1016/j.diii.2022.10.004⟩. ⟨hal-03909429⟩
Accès au bibtex
BibTex
ref_biblio
Yingping Li, Samy Ammari, Litti Lawrance, Arnaud Quillent, Tarek Assi, et al.. Radiomics-Based Method for Predicting the Glioma Subtype as Defined by Tumor Grade, IDH Mutation, and 1p/19q Codeletion. Cancers, 2022, 14 (7), pp.1778. ⟨10.3390/cancers14071778⟩. ⟨hal-03647258⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03647258/file/Cancers_1638733%28Last_submitted_version%29.pdf BibTex
ref_biblio
Bin Liu, Dimitrios Papadopoulos, Fragkiskos D. Malliaros, Grigorios Tsoumakas, Apostolos Papadopoulos. Multiple similarity drug–target interaction prediction with random walks and matrix factorization. Briefings in Bioinformatics, 2022, 23 (5), ⟨10.1093/bib/bbac353⟩. ⟨hal-03910803⟩
Accès au bibtex
https://arxiv.org/pdf/2201.09508 BibTex
ref_biblio
Aanchal Mongia, Stuti Jain, Emilie Chouzenoux, Angshul Majumdar. DeepVir, Graphical Deep Matrix Factorization for In Silico Antiviral Repositioning. Application to COVID19.. Journal of Computational Biology, 2022, 29 (5), pp.441-452. ⟨10.36227/techrxiv.12987497.v1⟩. ⟨hal-02946338⟩
Accès au texte intégral et bibtex
https://hal.science/hal-02946338/file/2009.10333.pdf BibTex
ref_biblio
Raphael Naccache, Younes Belkouchi, Littisha Lawrance, Baya Benatsou, Joya Hadchiti, et al.. Prediction of Early Response to Immunotherapy: DCE-US as a New Biomarker. Cancers, 2022, 14 (5), pp.1337. ⟨10.3390/cancers14051337⟩. ⟨hal-03792594⟩
Accès au bibtex
BibTex
ref_biblio
Nicolas Passat, Phuc Ngo, Yukiko Kenmochi, Hugues Talbot. Homotopic affine transformations in the 2D Cartesian grid. Journal of Mathematical Imaging and Vision, 2022, 64 (7), pp.786-806. ⟨10.1007/s10851-022-01094-y⟩. ⟨hal-03630330⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03630330/file/JMIV_Passat_2022.pdf BibTex
ref_biblio
Marion Savanier, Emilie Chouzenoux, Jean-Christophe Pesquet, Cyril Riddell. Unmatched Preconditioning of the Proximal Gradient Algorithm. IEEE Signal Processing Letters, 2022, 29, pp.1122-1126. ⟨10.1109/LSP.2022.3169088⟩. ⟨hal-03654146⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03654146/file/Unmatched_Precond_NoColor.pdf BibTex
ref_biblio
Maissa Sghaier, Emilie Chouzenoux, Jean-Christophe Pesquet, Serge Muller. A Novel Task-Based Reconstruction Approach for Digital Breast Tomosynthesis. Medical Image Analysis, 2022, 77, pp.102341. ⟨10.1016/j.media.2021.102341⟩. ⟨hal-02972386v2⟩
Accès au texte intégral et bibtex
https://hal.science/hal-02972386/file/medima-revised-hal.pdf BibTex
ref_biblio
Shikha Singh, Emilie Chouzenoux, Giovanni Chierchia, Angshul Majumdar. Multi-label Deep Convolutional Transform Learning for Non-intrusive Load Monitoring. ACM Transactions on Knowledge Discovery from Data (TKDD), 2022, 16 (5), pp.1-6. ⟨10.1145/3502729⟩. ⟨hal-03463403⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03463403/file/TKDD.pdf BibTex
ref_biblio
Divyanshu Talwar, Aanchal Mongia, Emilie Chouzenoux, Angshul Majumdar. Binary Matrix Completion on Graphs: Application to Collaborative Filtering. Digital Signal Processing, 2022, 122, pp.103350. ⟨10.1016/j.dsp.2021.103350⟩. ⟨hal-03500279⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03500279/file/BMCG%20final.pdf BibTex
ref_biblio
Wen Tang, Emilie Chouzenoux, Jean-Christophe Pesquet, Hamid Krim. Deep Transform and Metric Learning Network: Wedding Deep Dictionary Learning and Neural Network. Neurocomputing, 2022, 509, pp.244-256. ⟨hal-03762444⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03762444/file/DeTraMe_Neurocomputing_HAL.pdf BibTex
ref_biblio
Farshad Veshki, Nora Ouzir, Sergiy Vorobyov, Esa Ollila. Multimodal image fusion via coupled feature learning. Signal Processing, 2022, 200, pp.108637. ⟨10.1016/j.sigpro.2022.108637⟩. ⟨hal-03763293⟩
Accès au bibtex
BibTex
ref_biblio
Clara Vigneron, Othmane Laousy, Guillaume Chassagnon, Maria Vakalopoulou, Julien Charpentier, et al.. Assessment of Functional and Nutritional Status and Skeletal Muscle Mass for the Prognosis of Critically Ill Solid Cancer Patients. Cancers, 2022, 14 (23), pp.5870. ⟨10.3390/cancers14235870⟩. ⟨hal-03939202⟩
Accès au bibtex
BibTex

Conference papers

ref_biblio
Theodore Aouad, Hugues Talbot. Binary morphological neural network. IEEE International Conference on Image Processing (ICIP), Oct 2022, Bordeaux, France. pp.3276-3280. ⟨hal-03617249⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03617249/file/Bimonn_ICIP_2022_Preprint_for_Arxiv.pdf BibTex
ref_biblio
Théodore Aouad, Clementina Lopez-Medina, Charlotte Martin-Peltier, Adrien Bordner, Sisi Yang, et al.. Incrementally semi-supervised classification of arthritis inflammation on a clinical dataset. IEEE International Conference on Image Processing 2022, IEEE, Oct 2022, Bordeaux, France. ⟨hal-03830567⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03830567/file/Spondylarthrite_ICIP_2022.pdf BibTex
ref_biblio
Joseph Boyd, Irène Villa, Marie-Christine Mathieu, Eric Deutsch, Nikos Paragios, et al.. Region-Guided CycleGANs for Stain Transfer in Whole Slide Images. Medical Image Computing and Computer Assisted Intervention, Sep 2022, Singapore, Singapore. pp.356-365, ⟨10.1007/978-3-031-16434-7_35⟩. ⟨hal-03939229⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03939229/file/MICCAI2022.pdf BibTex
ref_biblio
Abdulkadir Çelikkanat, Fragkiskos D. Malliaros, Apostolos N Papadopoulos. NodeSig: Binary Node Embeddings via Random Walk Diffusion. 2022 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Nov 2022, Istanbul, Turkey. ⟨hal-03910835⟩
Accès au bibtex
https://arxiv.org/pdf/2010.00261 BibTex
ref_biblio
Cédric Delmon, Erwan Ferrandon, Emilie Chouzenoux, Audrey Prorot, Sophie Alain, et al.. Multiphoton microscopy for bacterial imaging: a label-free solution resting on endogenous two-photon fluorescence. PHOTOPTICS 2022 - 10th International Conference on Photonics, Optics and Laser Technology, Feb 2022, Virtual, France. pp.76-83, ⟨10.5220/0010979600003121⟩. ⟨hal-03598479⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03598479/file/Imagerie_bacteries%2021%2012%2021.pdf BibTex
ref_biblio
Alexandre Duval, Fragkiskos Malliaros. Higher-order Clustering and Pooling for Graph Neural Networks. 31st ACM International Conference on Information & Knowledge Management (CIKM), Oct 2022, Atlanta, Georgia, United States. pp.426-435, ⟨10.1145/3511808.3557353⟩. ⟨hal-03910823⟩
Accès au bibtex
https://arxiv.org/pdf/2209.03473 BibTex
ref_biblio
Anurag Goel, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia. Deep Convolutional K-Means Clustering. ICIP 2022 - 29th IEEE International Conference on Image Processing, Oct 2022, Bordeaux, France. ⟨hal-03723459⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03723459/file/DeepConvKMeans_ICIP.pdf BibTex
ref_biblio
Thomas Guilmeau, Emilie Chouzenoux, Víctor Elvira. Proximal-based adaptive simulated annealing for global optimization. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), May 2022, Singapore / Virtual, China. ⟨hal-03740537⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03740537/file/paperAPSA.pdf BibTex
ref_biblio
Mewe-Hezoudah Kahanam, Laurent Le Brusquet, Segolene Martin, Jean-Christophe Pesquet. A Non-Convex Proximal Approach for Centroid-Based Classification. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2022, Singapore, Singapore. pp.5702-5706, ⟨10.1109/ICASSP43922.2022.9747071⟩. ⟨hal-03688210⟩
Accès au bibtex
BibTex
ref_biblio
Loïc Le Bescond, Marvin Lerousseau, Ingrid Garberis, Fabrice André, Stergios Christodoulidis, et al.. Unsupervised Nuclei Segmentation using Spatial Organization Priors. MICCAI 2022 - 25th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2022, Singapore, Singapore. pp.325-335. ⟨hal-03644463v2⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03644463/file/paper2097.pdf BibTex
ref_biblio
Claire Lefort, Erwan Ferrandon, Émilie Chouzenoux, Cecile Mclaughlin, Sophie Alain. An instrumental and computational pipeline for visualizing free viral particles. Biomedical Spectroscopy, Microscopy, and Imaging II, Apr 2022, Strasbourg / Virtual, France. pp.35, ⟨10.1117/12.2620496⟩. ⟨hal-03694309⟩
Accès au bibtex
BibTex
ref_biblio
Claire Lefort, Mathieu Chalvidal, Fabienne Baraige, Alexis Parente, Erwan Ferrandon, et al.. Axial organization of muscular myosin identified by the optical and computational pipeline FAMOUS. Unconventional Optical Imaging III, Apr 2022, Strasbourg, France. pp.3, ⟨10.1117/12.2621004⟩. ⟨hal-03694368⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03694368/file/manuscript_lefort_2022_muscle.pdf BibTex
ref_biblio
Ségolène Martin, Malik Boudiaf, Emilie Chouzenoux, Jean-Christophe Pesquet, Ismail Ben Ayed. Towards Practical Few-Shot Query Sets: Transductive Minimum Description Length Inference. 2022 Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States. ⟨hal-03827880⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03827880/file/main.pdf BibTex
ref_biblio
Leo Milecki, Vicky Kalogeiton, Sylvain Bodard, Dany Anglicheau, Jean-Michel Correas, et al.. Contrastive Masked Transformers for Forecasting Renal Transplant Function. MICCAI 2022 - 25th International Confernce on Medical Image Computing and Computer Assisted Intervention, Sep 2022, Singapore, Singapore. pp 244-254. ⟨hal-03738395⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03738395/file/paper1582.pdf BibTex
ref_biblio
Leo Milecki, Vicky Kalogeiton, Sylvain Bodard, Dany Anglicheau, Jean-Michel Correas, et al.. Contrastive Masked Transformers for Forecasting Renal Transplant Function. Medical Image Computing and Computer Assisted Intervention, Sep 2022, Singapore, Singapore. pp.244-254, ⟨10.1007/978-3-031-16449-1_24⟩. ⟨hal-03943953⟩
Accès au bibtex
BibTex
ref_biblio
Ana Neacsu, Razvan Ciubotaru, Jean-Christophe Pesquet, Corneliu Burileanu. Design of Robust Complex-Valued Feed-Forward Neural Networks. 2022 30th European Signal Processing Conference (EUSIPCO), Aug 2022, Belgrade, Serbia. pp.1596-1600, ⟨10.23919/EUSIPCO55093.2022.9909696⟩. ⟨hal-03934660⟩
Accès au bibtex
BibTex
ref_biblio
Nora Leïla Ouzir, Jean-Christophe Pesquet, Frédéric Pascal. A Convex Formulation for the Robust Estimation of Multivariate Exponential Power Models. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2022, Singapore, France. pp.5772-5776, ⟨10.1109/ICASSP43922.2022.9747354⟩. ⟨hal-03763278⟩
Accès au bibtex
BibTex
ref_biblio
Claire Rossignol, Florent Sureau, Émilie Chouzenoux, Claude Comtat, Jean-Christophe Pesquet. A Bregman Majorization-Minimization Framework for PET Image Reconstruction. ICIP 2022 - 29th IEEE International Conference on Image Processing, Oct 2022, Bordeaux, France. ⟨hal-03720547⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03720547/file/ICIP_Claire_Rossignol%20%2810%29.pdf BibTex
ref_biblio
Marion Savanier, Cyril Riddell, Yves Trousset, Emilie Chouzenoux, Jean-Christophe Pesquet. A decomposition method for directional Total Variation with application to needle reconstruction in interventional imaging. The 7th International Meeting on Image Formation in X-Ray Computed Tomography CT MEETING 2022, Jun 2022, Baltimore, United States. pp.123042W, ⟨10.1117/12.2647142⟩. ⟨hal-03770330⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03770330/file/CT_MEETING_2022_SAVANIER.pdf BibTex
ref_biblio
Gabriele Scrivanti, Émilie Chouzenoux, Jean-Christophe Pesquet. A CNC approach for Directional Total Variation. EUSIPCO 2022 - 30th European Signal Processing Conference, Aug 2022, Belgrade, Serbia. ⟨hal-03692840v2⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03692840/file/EUSIPCO_2022_scrivanti_gabriele_CAMERAREADY2.pdf BibTex
ref_biblio
Shikha Singh, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia. Semi-supervised Deep Convolutional Transform Learning for Hyperspectral Image Classification. ICIP 2022 - 29th IEEE International Conference on Image Processing, Oct 2022, Bordeaux, France. ⟨hal-03723462⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03723462/file/semisup%20DCTL.pdf BibTex
ref_biblio
Sagar Verma, Kavya Gupta. Robustness of Neural Networks used in Electrical Motor Time-Series. Workshop on Robustness in Sequence Modeling, 36th Conference on Neural Information Processing Systems (NeurIPS 2022), Nov 2022, New Orleans, United States. ⟨hal-03861148⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03861148/file/robustness_of_neural_networks_.pdf BibTex
ref_biblio
Sagar Verma, Nicolas Henwood, Marc Castella, Jean-Christophe Pesquet, Al Kassem Jebai. Can GANs Recover Faults in Electrical Motor Sensors?. ICLR 2022 - International Conference on Learning Representations, Apr 2022, Virtual, France. ⟨hal-03887143⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03887143/file/45_can_gans_recover_faults_in_ele.pdf BibTex
ref_biblio
Mario Viti, Hugues Talbot, Nicolas Gogin. Transformer graph network for coronary plaque localization in CCTA. ISBI 2022 - IEEE 19th International Symposium on Biomedical Imaging, Mar 2022, Kolkata, India. pp.1-5, ⟨10.1109/ISBI52829.2022.9761646⟩. ⟨hal-03724891⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03724891/file/ISBI_submission_Transformer_Graph_Network_for_Coronary_plaque_localization_in_CCTA.pdf BibTex
ref_biblio
Jingwei Zhang, Xin Zhang, Ke Ma, Rajarsi Gupta, Joel Saltz, et al.. Gigapixel Whole-Slide Images Classification Using Locally Supervised Learning. Medical Image Computing and Computer Assisted Intervention – MICCAI 2022, Sep 2022, Singapore, Singapore. pp.192-201, ⟨10.1007/978-3-031-16434-7_19⟩. ⟨hal-03939232⟩
Accès au bibtex
https://arxiv.org/pdf/2207.08267 BibTex

Book sections

ref_biblio
Kavya Gupta, Fateh Kaakai, Béatrice Pesquet-Popescu, Jean-Christophe Pesquet. Safe Design of Stable Neural Networks for Fault Detection in Small UAVs. Computer Safety, Reliability, and Security. SAFECOMP 2022 Workshops, 13415, Springer International Publishing, pp.263-275, 2022, Lecture Notes in Computer Science, ⟨10.1007/978-3-031-14862-0_19⟩. ⟨hal-03825404⟩
Accès au texte intégral et bibtex
https://hal-centralesupelec.archives-ouvertes.fr/hal-03825404/file/WAISE_SafeComp.pdf BibTex

Poster communications

ref_biblio
Younes Belkouchi, Hugues Talbot, Nathalie Lassau, Littisha Lawrance, Siham Farhane, et al.. Better than RECIST and faster than iRECIST: defining the Immunotherapy Progression Decision score to better manage progressive tumors on immunotherapy. ESMO 2022, Sep 2022, Paris, France. . ⟨hal-03780911⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03780911/file/Poster_ESMO%20%284%29.pdf BibTex

Reports

ref_biblio
Mathieu Chalvidal, Emilie Chouzenoux, Jean-Baptiste Fest, Claire Lefort. Block Delayed Majorize-Minimize Subspace Algorithm for Large Scale Image Restoration. [Research Report] Inria Saclay - Île de France. 2022. ⟨hal-03814231⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03814231/file/BD3MG_Article_OO.pdf BibTex
ref_biblio
Emilie Chouzenoux, Jean-Baptiste Fest. Convergence Analysis of Block Majorize-Minimize Subspace Approach. Inria Saclay - Île de France. 2022. ⟨hal-03920026v1⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03920026/file/8711-1.pdf BibTex
ref_biblio
Víctor Elvira, Emilie Chouzenoux, Ömer Deniz Akyildiz, Luca Martino. Gradient-based Adaptive Importance Samplers. Inria Saclay - Île de France. 2022. ⟨hal-03920127⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03920127/file/2210.10785.pdf BibTex
ref_biblio
Thomas Guilmeau, Emilie Chouzenoux, Víctor Elvira. Regularized Rényi divergence minimization through Bregman proximal gradient algorithms. Inria Saclay - Île de France. 2022. ⟨hal-03927834⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03927834/file/2211.04776.pdf BibTex
ref_biblio
Pooja Gupta, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia. DeConDFFuse : Predicting Drug-Drug Interaction using joint Deep Convolutional Transform Learning and Decision Forest fusion framework. Inria Saclay. 2022. ⟨hal-03897934⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03897934/file/DeConDFFuse___Predicting_Drug_Drug_Interaction_using_joint_Deep_Convolutional_Transform_Learning_and_Decision_Forest_fusion_framework.pdf BibTex
ref_biblio
Yunshi Huang, Emilie Chouzenoux, Víctor Elvira, Jean-Christophe Pesquet. Efficient Bayes Inference in Neural Networks through Adaptive Importance Sampling. Inria Saclay - Île de France. 2022. ⟨hal-03920115⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03920115/file/2210.00993.pdf BibTex
ref_biblio
Stuti Jain, Emilie Chouzenoux, Angshul Majumdar. Deep Probabilistic Matrix Factorization on Graphs: Application to Drug Repositioning for Monkeypox. Inria Saclay. 2022. ⟨hal-03878514⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03878514/file/main_hal_merged.pdf BibTex
ref_biblio
Marion Savanier, Emilie Chouzenoux, Jean-Christophe Pesquet, Cyril Riddell. Deep Unfolding of the DBFB Algorithm with Application to ROI CT Imaging with Limited Angular Density. Inria Saclay. 2022. ⟨hal-03881278⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03881278/file/2209.13264.pdf BibTex

Preprints, Working Papers, ...

ref_biblio
Théodore Aouad, Hugues Talbot. Binary Multi Channel Morphological Neural Network. 2022. ⟨hal-03644498⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03644498/file/Bimonn_DGMM_2022_Preprint_for_Arxiv.pdf BibTex
ref_biblio
Enzo Battistella, Maria Vakalopoulou, Nikos Paragios, Eric Deutsch. GHOST: Graph Higher-Order Similarity Transformation for Classification. 2022. ⟨hal-03563705⟩
Accès au texte intégral et bibtex
https://hal-centralesupelec.archives-ouvertes.fr/hal-03563705/file/IEEE_Bare_Demo_Template_for_Conferences.pdf BibTex
ref_biblio
Ewa Bednarczuk, Giovanni Bruccola, Gabriele Scrivanti, The Hung Tran. Calculus rules for proximal ε-subdifferentials and inexact proximity operators for weakly convex functions. 2022. ⟨hal-03909061⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03909061/file/2211.14525.pdf BibTex
ref_biblio
Jérôme Bolte, Edouard Pauwels, Antonio José Silveti-Falls. Differentiating Nonsmooth Solutions to Parametric Monotone Inclusion Problems. 2022. ⟨hal-03900339⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03900339/file/main.pdf BibTex
ref_biblio
Mathieu Chalvidal, Emilie Chouzenoux, Jean-Baptiste Fest, Claire Lefort. Block Delayed Majorize-Minimize Subspace Algorithm for Large Scale Image Restoration. 2022. ⟨hal-03764677v2⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03764677/file/main.pdf BibTex
ref_biblio
Emilie Chouzenoux, Andrés Contreras, Jean-Christophe Pesquet, Marion Savanier. Convergence Results for Primal-Dual Algorithms in the Presence of Adjoint Mismatch. 2022. ⟨hal-03654126⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03654126/file/8877.pdf BibTex
ref_biblio
Emilie Chouzenoux, Ségolène Martin, Jean-Christophe Pesquet. A Local MM Subspace Method for Solving Constrained Variational Problems in Image Recovery. 2022. ⟨hal-03654129⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03654129/file/draft_submitted.pdf BibTex
ref_biblio
Emilie Chouzenoux, Marie-Caroline Corbineau, Jean-Christophe Pesquet, Gabriele Scrivanti. A variational approach for joint image recovery-segmentation based on spatially varying generalised Gaussian models. 2022. ⟨hal-03591742⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03591742/file/Chouzeoux%20Corbineau%20Pesquet%20Scrivanti%20-%20Variational%20approach%20for%20joint%20image%20reconvery-segmentation.pdf BibTex
ref_biblio
Shubham Goswami, Sagar Verma, Kavya Gupta, Siddharth Gupta. FloodNet-to-FloodGAN : Generating Flood Scenes in Aerial Images. 2022. ⟨hal-03846063⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03846063/file/floodNet_Neurips.pdf BibTex
ref_biblio
Jean-Christophe Pesquet, Corneliu Burileanu, Ana-Antonia Neacșu. EMG-Based Automatic Gesture Recognition Using Robust Neural Networks (Extended version). 2022. ⟨hal-03751766⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03751766/file/Elsevier_Article__elsarticle__Template.pdf BibTex
ref_biblio
Shalini Sharma, Émilie Chouzenoux, Víctor Elvira, Angshul Majumdar. A dynamical model for stock forecasting via deep recurrent dictionary learning. 2022. ⟨hal-03654152⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03654152/file/Final_version_Deep_Recurrent_Dictionary_Learning_NoColor.pdf BibTex
ref_biblio
Sagar Verma, Siddharth Gupta, Kavya Gupta. Aligning Geospatial AI for Disaster Relief with The Sphere Handbook. 2022. ⟨hal-03861146⟩
Accès au texte intégral et bibtex
https://hal.science/hal-03861146/file/Sphere_NeurIPS_HADR2021.pdf BibTex