Journal articles

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Alin Achim, Luca Calatroni, Serena Morigi, Gabriele Scrivanti. Space-Variant Image Reconstruction via Cauchy Regularisation: Application to Optical Coherence Tomography. Signal Processing, 2023, 205, ⟨10.1016/j.sigpro.2022.108866⟩. ⟨hal-03594202v2⟩

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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. Clinical Cancer Research, 2023, 29 (8), pp.1528-1534. ⟨10.1158/1078-0432.CCR-22-0890⟩. ⟨hal-04396436⟩

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Younes Belkouchi, Mathieu Lederlin, Amira Ben Afia, Clement Fabre, Gilbert Raymond Ferretti, et al.. Detection and quantification of pulmonary embolism with artificial intelligence: The SFR 2022 artificial intelligence data challenge. Diagnostic and Interventional Imaging, 2023, 104 (10), pp.485-489. ⟨10.1016/j.diii.2023.05.007⟩. ⟨hal-04271272⟩

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Adrien Bordner, Théodore Aouad, Clementina Lopez Medina, Sisi Yang, Anna Molto, et al.. A deep learning model for the diagnosis of sacroiliitis according to Assessment of SpondyloArthritis International Society classification criteria with magnetic resonance imaging. Diagnostic and Interventional Imaging, 2023, pp.1-11. ⟨10.1016/j.diii.2023.03.008⟩. ⟨hal-04083189⟩

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Mathieu Chalvidal, Emilie Chouzenoux, Jean-Baptiste Fest, Claire Lefort. Block delayed Majorize-Minimize subspace algorithm for large scale image restoration. Inverse Problems, 2023, Special Issue on Optimisation and Learning Methods for Inverse Problems in Microscopy, 39 (4), pp.044002. ⟨10.1088/1361-6420/acbdb9⟩. ⟨hal-04281658v4⟩

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Guillaume Chassagnon, Mostafa El Hajjam, Samia Boussouar, Marie-Pierre Revel, Ralph Khoury, et al.. Strategies to safely rule out pulmonary embolism in COVID-19 outpatients: a multicenter retrospective study. European Radiology, 2023, 33 (8), pp.5540-5548. ⟨10.1007/s00330-023-09475-6⟩. ⟨hal-04436996⟩

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Stefania Chounta, Rodrigue S. Allodji, Maria Vakalopoulou, Mahmoud Bentriou, Duyen Thi Do, et al.. Dosiomics-Based Prediction of Radiation-Induced Valvulopathy after Childhood Cancer. Cancers, 2023, 15 (12), ⟨10.3390/cancers15123107⟩. ⟨hal-04191649⟩

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Emilie Chouzenoux, Andrés Contreras, Jean-Christophe Pesquet, M. Savanier. Convergence Results for Primal-Dual Algorithms in the Presence of Adjoint Mismatch. SIAM Journal on Imaging Sciences, 2023, 16 (1), pp.1-34. ⟨10.1137/22M1490223⟩. ⟨hal-04210972v2⟩

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Emilie Chouzenoux, Jean-Baptiste Fest. Convergence Analysis of Block Majorize-Minimize Subspace Approach. Optimization Letters, In press, ⟨10.1007/s11590-023-02055-z⟩. ⟨hal-04202728⟩

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Vincent Couteaux, Cheng Zhang, Sébastien Mulé, Laurent Milot, Pierre-Jean Valette, et al.. Synthetic MR image generation of macrotrabecular-massive hepatocellular carcinoma using generative adversarial networks. Diagnostic and Interventional Imaging, 2023, 104 (5), pp.243-247. ⟨10.1016/j.diii.2023.01.003⟩. ⟨hal-03961793⟩

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Tassnim Dardouri, Mounir Kaaniche, Amel Benazza-Benyahia, Gabriel Dauphin, Jean-Christophe Pesquet. Joint Learning of Fully Connected Network Models in Lifting Based Image Coders. IEEE Transactions on Image Processing, 2023, 33, pp.134-148. ⟨10.1109/TIP.2023.3333279⟩. ⟨hal-04372168⟩

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Pierre Decazes, Samy Ammari, Younes Belkouchi, Léo Mottay, Littisha Lawrance, et al.. Synergic prognostic value of 3D CT scan subcutaneous fat and muscle masses for immunotherapy-treated cancer. Journal for Immunotherapy of Cancer, 2023, 11 (9), pp.e007315. ⟨10.1136/jitc-2023-007315⟩. ⟨hal-04287256⟩

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Pierre Decazes, Samy Ammari, Antoine de Prévia, Léo Mottay, Littisha Lawrance, et al.. Body Composition to Define Prognosis of Cancers Treated by Anti-Angiogenic Drugs. Diagnostics, 2023, 13 (2), pp.205. ⟨10.3390/diagnostics13020205⟩. ⟨hal-04175332⟩

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Cédric Delmon, Erwan Ferrandon, Emilie Chouzenoux, Audrey Prorot, Sophie Alain, et al.. A computational two-photon fluorescence approach for revealing label-free the 3D image of viruses and bacteria. Journal of Biophotonics, 2023, 16 (5), pp.9. ⟨10.1002/jbio.202200266⟩. ⟨hal-03925176⟩

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Aissam Djahnine, Carole Lazarus, Mathieu Lederlin, Sébastien Mulé, Rafael Wiemker, et al.. Detection and severity quantification of pulmonary embolism with 3D CT data using an automated deep learning-based artificial solution. Diagnostic and Interventional Imaging, In press, ⟨10.1016/j.diii.2023.09.006⟩. ⟨hal-04396326⟩

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Víctor Elvira, Emilie Chouzenoux, Ömer Deniz Akyildiz, Luca Martino. Gradient-based adaptive importance samplers. Journal of The Franklin Institute, 2023, 360 (13), pp.9490-9514. ⟨10.1016/j.jfranklin.2023.06.041⟩. ⟨hal-04165344⟩

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Mouna Gharbi, Emilie Chouzenoux, Jean-Christophe Pesquet. An Unrolled Half-Quadratic Approach for Sparse Signal Recovery in Spectroscopy. Signal Processing, In press. ⟨hal-04229774v2⟩

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Yi Gu, Yoshito Otake, Keisuke Uemura, Mazen Soufi, Masaki Takao, et al.. Bone mineral density estimation from a plain X-ray image by learning decomposition into projections of bone-segmented computed tomography. Medical Image Analysis, 2023, 90, pp.102970. ⟨10.1016/j.media.2023.102970⟩. ⟨hal-04396297⟩

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Pooja Gupta, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia. DeConDFFuse: Predicting drug-drug interaction using joint deep convolutional transform learning and decision forest fusion framework. Expert Systems with Applications, 2023, 227, pp.120238:1-22. ⟨10.1016/j.eswa.2023.120238⟩. ⟨hal-04089994⟩

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Yunshi Huang, Emilie Chouzenoux, Víctor Elvira, Jean-Christophe Pesquet. Efficient Bayes Inference in Neural Networks through Adaptive Importance Sampling. Journal of The Franklin Institute, 2023, 360 (16), pp.12125-12149. ⟨10.1016/j.jfranklin.2023.08.044⟩. ⟨hal-04210696⟩

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Stuti Jain, Emilie Chouzenoux, Kriti Kumar, Angshul Majumdar. Graph Regularized Probabilistic Matrix Factorization for Drug-Drug Interactions Prediction. IEEE Journal of Biomedical and Health Informatics, 2023, 27 (5), pp.2565-2574. ⟨10.1109/JBHI.2023.3246225⟩. ⟨hal-04089977⟩

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Bertrand Kerautret, Phuc Ngo, Nicolas Passat, Hugues Talbot, Clara Jaquet. OpenCCO: An Implementation of Constrained Constructive Optimization for Generating 2D and 3D Vascular Trees. Image Processing On Line, 2023, 13, pp.258-279. ⟨10.5201/ipol.2023.477⟩. ⟨hal-04201337⟩

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Fernanda Mosele, Elise Deluche, Amelie Lusque, Loïc Le Bescond, Thomas Filleron, et al.. Trastuzumab deruxtecan in metastatic breast cancer with variable HER2 expression: the phase 2 DAISY trial. Nature Medicine, 2023, 29 (8), pp.2110 - 2120. ⟨10.1038/s41591-023-02478-2⟩. ⟨hal-04187928⟩

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Sébastien Mulé, Littisha Lawrance, Younes Belkouchi, Valérie Vilgrain, Maité Lewin, et al.. Generative adversarial networks (GAN)-based data augmentation of rare liver cancers: The SFR 2021 Artificial Intelligence Data Challenge. Diagnostic and Interventional Imaging, 2023, 104 (1), pp.43-48. ⟨10.1016/j.diii.2022.09.005⟩. ⟨hal-03907631⟩

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Jean-Christophe Pesquet, Corneliu Burileanu, Ana-Antonia Neacșu. EMG-Based Automatic Gesture Recognition Using Lipschitz-Regularized Neural Networks. ACM Transactions on Intelligent Systems and Technology, 2023. ⟨hal-03751766v2⟩

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M. Savanier, Emilie Chouzenoux, Jean-Christophe Pesquet, Cyril Riddell. Deep Unfolding of the DBFB Algorithm With Application to ROI CT Imaging With Limited Angular Density. IEEE Transactions on Computational Imaging, 2023, 9, pp.502-516. ⟨10.1109/TCI.2023.3279053⟩. ⟨hal-04210704⟩

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Shalini Sharma, Angshul Majumdar, Emilie Chouzenoux, Víctor Elvira. Deep State-Space Model for Predicting Cryptocurrency Price. Information Sciences, In press. ⟨hal-04358461⟩

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Sagar Verma, Nicolas Henwood, Marc Castella, Al Kassem Jebai, Jean-Christophe Pesquet. Neural speed–torque estimator for induction motors in the presence of measurement noise. IEEE Transactions on Industrial Electronics, 2023, 70 (1), pp.167 - 177. ⟨10.1109/tie.2022.3153830⟩. ⟨hal-03887116⟩

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Paul Zheng, Emilie Chouzenoux, Laurent Duval. PENDANTSS: PEnalized Norm-ratios Disentangling Additive Noise, Trend and Sparse Spikes. IEEE Signal Processing Letters, 2023, 30, pp.215-219. ⟨10.1109/LSP.2023.3251891/mm1⟩. ⟨hal-03924136⟩

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Conference papers

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Theodore Aouad, Hugues Talbot. A foundation for exact binarized morphological neural networks. ICCV 2023 - International Conference on Computer Vision, workshop on Low Bit Quantized Neural Networks, Oct 2023, Paris, France. ⟨hal-04231040⟩

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Y. Belkouchi, L. Dawi, L. Lawrance, S. Ammari, D. Vasseur, et al.. 142P Correlating total tumor volume on CT-Scan and liquid biopsy ctDNA in 1017 patients with metastatic cancer: A novel study. ESMO Congress 2023, European Society for Medical Oncology, Oct 2023, Madrid, Spain. pp.S237, ⟨10.1016/j.annonc.2023.09.2867⟩. ⟨hal-04396382⟩

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Alvaro Carbonero, Alexandre Duval, Victor Schmidt, Santiago Miret, Alex Hernandez-Garcia, et al.. On the importance of catalyst-adsorbate 3D interactions for relaxed energy predictions. AI4MAt 2023 - workshop on AI for Accelerated Design of the 37th Conference on Neural Information Processing Systems (NeurIPS), Dec 2023, New Orleans (Louisiana), United States. ⟨hal-04407906⟩

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John A Castro-Correa, Jhony H Giraldo, Anindya Mondal, Mohsen Badiey, Thierry Bouwmans, et al.. Time-varying Signals Recovery via Graph Neural Networks. ICASSP 2023 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes Island, Greece. pp.1-5, ⟨10.1109/ICASSP49357.2023.10096168⟩. ⟨hal-04368767⟩

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Emilie Chouzenoux, Víctor Elvira. GRAPHIT: Iterative reweighted l1 algorithm for sparse graph inference in state-space models. ICASSP 2023 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes (Grèce), Greece. ⟨10.1109/ICASSP49357.2023.10096021⟩. ⟨hal-04094496⟩

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Clément Cosserat, Ben Gabrielson, Emilie Chouzenoux, Jean-Christophe Pesquet, Tülay Adali. A proximal approach to IVA-G with convergence guarantees. ICASSP 2023 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes (Grèce), Greece. ⟨10.1109/ICASSP49357.2023.10096421⟩. ⟨hal-04094479⟩

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Lama Dawi, Samy Ammari, Younes Belkouchi, Joya Hadchiti, L. Lawrance, et al.. 1022MO Predicting overall survival of patients with melanoma and NSCLC treated with immunotherapy using AI combining total tumor volume and tumor heterogeneity on CT-Scans. ESMO 2023 - Congress of European Society for Medical Oncology, European Society for Medical Oncology, Oct 2023, Madrid, Spain. pp.S622, ⟨10.1016/j.annonc.2023.09.2161⟩. ⟨hal-04396366⟩

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Cécile de Valle, Ezequiel Centofanti, Emilie Chouzenoux, Jean-Christophe Pesquet. Stability of Unfolded Forward-Backward to Perturbations in Observed Data. EUSIPCO 2023 - 31st European Signal Processing Conference, Sep 2023, Helsinki, Finland. ⟨hal-04165350⟩

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Alexandre Duval, Victor Schmidt, Alex Hernandez, Santiago Miret, Fragkiskos D. Malliaros, et al.. FAENet: Frame Averaging Equivariant GNN for Materials Modeling. ICML 2023 - International Conference on Machine Learning, Jul 2023, Hawaii, United States. ⟨hal-04368760⟩

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Víctor Elvira, Emilie Chouzenoux, Jordi Cerda, Gustau Camps-Valls. Graphs in State-Space Models for Granger Causality in Climate Science. Colloquium 2023 - When Causal Inference Meets Statistical Analysis, Apr 2023, Paris, France. ⟨hal-04165347⟩

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Jean-Baptiste Fest, Audrey Repetti, Emilie Chouzenoux. A new non-convex framework to improve asymptotical knowledge on generic stochastic gradient descent. MLSP 2023 - IEEE International Workshop on Machine Learning for Signal Processing, Sep 2023, Rome, Italy. ⟨hal-04165342⟩

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Jhony H Giraldo, Konstantinos Skianis, Thierry Bouwmans, Fragkiskos D. Malliaros. On the Trade-off between Over-smoothing and Over-squashing in Deep Graph Neural Networks. CIKM 2023 - The 32nd ACM International Conference on Information and Knowledge Management, Oct 2023, Birmingham United Kingdom, United Kingdom. pp.566-576, ⟨10.1145/3583780.3614997⟩. ⟨hal-04263891⟩

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Jhony H. Giraldo, Sajid Javed, Arif Mahmood, Fragkiskos D. Malliaros, Thierry Bouwmans. Higher-order Sparse Convolutions in Graph Neural Networks. ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing, Jun 2023, Rhodes Island, Greece. pp.1-5, ⟨10.1109/ICASSP49357.2023.10096494⟩. ⟨hal-04368752⟩

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Yi Gu, Yoshito Otake, Keisuke Uemura, Masaki Takao, Mazen Soufi, et al.. MSKdeX: Musculoskeletal (MSK) Decomposition from an X-Ray Image for Fine-Grained Estimation of Lean Muscle Mass and Muscle Volume. MICCAI 2023 - 26th International Conference on Medical Image Computing and Computer-Assisted Intervention, Oct 2023, Vancoucer, Canada. pp.497-507, ⟨10.1007/978-3-031-43990-2_47⟩. ⟨hal-04396407⟩

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Thomas Guilmeau, Emilie Chouzenoux, Víctor Elvira. Adaptive simulated annealing through alternating Renyi divergence minimization. ICASSP 2023 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes (Grèce), Greece. ⟨10.1109/ICASSP49357.2023.10096619⟩. ⟨hal-04094489⟩

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Alex Hernandez-Garcia, Alexandre Duval, Alexandra Volokhova, Yoshua Bengio, Divya Sharma, et al.. Crystal-GFN: sampling crystals with desirable properties and constraints. AI4MAt 2023 - AI for Accelerated Materials Design workshop at 37th Conference on Neural Information Processing Systems (NeurIPS 2023) - AI4MAt workshop, Dec 2023, New Orleans (Louisiana), United States. ⟨hal-04407903⟩

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Hitesh Jain, Sagar Verma, Siddharth Gupta. Investigating Large Vision Model Training Challenges on Satellite Datasets. InGARSS 2023 - India Geoscience and Remote Sensing Symposium, IEEE, Dec 2023, Bengaluru, India. ⟨hal-04231035⟩

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Bertrand Kerautret, Phuc Ngo, Nicolas Passat, Hugues Talbot, Clara Jaquet, et al.. OpenCCO : Une implémentation de l’algorithme CCO pour la construction d’arbres vasculaires 2D et 3D. Atelier R-Vessel-X 2023, Jun 2023, Lyon, France. ⟨hal-04133361⟩

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Othmane Laousy, Alexandre Araujo, Guillaume Chassagnon, Nikos Paragios, Marie Pierre Revel, et al.. Certification of Deep Learning Models for Medical Image Segmentation. MICCAI 2023 - 26th International Conference on Medical Image Computing and Computer Assisted Intervention, Oct 2023, Vancouver (BC), Canada. pp.611-621, ⟨10.1007/978-3-031-43901-8_58⟩. ⟨hal-04388114⟩

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Othmane Laousy, Alexandre Araujo, Guillaume Chassagnon, Marie-Pierre Revel, Siddharth Garg, et al.. Towards Better Certified Segmentation via Diffusion Models. UAI 2023 - The 39th Conference on Uncertainty in Artificial Intelligence -, Jul 2023, Pittsburgh (Pennsylvania), United States. pp.1185-1195. ⟨hal-04388219⟩

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Loïc Le Bescond, Maria Vakalopoulou, Stergios Christodoulidis, Fabrice Andre, Hugues Talbot. On the detection of Out-Of-Distribution samples in Multiple Instance Learning. Out Of Distribution Generalization in Computer Vision, Oct 2023, Paris, France. ⟨hal-04337462v2⟩

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Sonia Martinot, Nikos Komodakis, Maria Vakalopoulou, Norbert Bus, Charlotte Robert, et al.. Differentiable Gamma Index-Based Loss Functions: Accelerating Monte-Carlo Radiotherapy Dose Simulation. Information Processing in Medical Imaging, Jun 2023, San Carlos De Bariloche, Argentina. pp.485-496, ⟨10.1007/978-3-031-34048-2_37⟩. ⟨hal-04392320⟩

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Leo Milecki, Vicky Kalogeiton, Sylvain Bodard, Dany Anglicheau, Jean-Michel Correas, et al.. MEDIMP: 3D Medical Images with clinical Prompts from limited tabular data for renal transplantation. MIDL 2023 - Medical Imaging with Deep Learning, Jul 2023, Nashville (Tennessee), United States. ⟨hal-04040697v2⟩

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Joeri Nicolaes, Evi Tselenti, Théodore Aouad, Clementina López-Medina, Antoine Feydy, et al.. POS0341 PERFORMANCE ANALYSIS OF A DEEP LEARNING ALGORITHM TO DETECT POSITIVE SIJ MRI ACCORDING TO THE ASAS DEFINITION IN AXSPA PATIENTS. EULAR 2023 - European Congress of Rheumatology, May 2023, Milan, Italy. pp.418.1-418, ⟨10.1136/annrheumdis-2023-eular.2357⟩. ⟨hal-04402690⟩

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George Panagopoulos, Nikolaos Tziortziotis, Michalis Vazirgiannis, Fragkiskos D Malliaros. Maximizing Influence with Graph Neural Networks. ASONAM 2023 - IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Nov 2023, Kusadasi, Turkey. ⟨hal-04368762⟩

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Akash Panigrahi, Sagar Verma, Matthieu Terris, Maria Vakalopoulou. Have Foundational Models Seen Satellite Images?. IGARSS 2023 - International Geoscience and Remote Sensing Symposium, IEEE, Jul 2023, Pasadena, United States. ⟨hal-04112634⟩

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Arnaud Quillent, Samy Ammari, Emilie Chouzenoux, Víctor Elvira, Nathalie Lassau. Machine-learning based guided diagnosis of parotid tumours from MRI. ISBI 2023 - IEEE International Symposium on Biomedical Imaging, Apr 2023, Cartagena (Colombia), Colombia. ⟨hal-04407914⟩

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Jérôme Rony, Jean-Christophe Pesquet, Ismail Ben Ayed. Proximal Splitting Adversarial Attack for Semantic Segmentation. CVPR 2023 - IEEE/CVF Conference on Computer Vision and Pattern Recognition, Jun 2023, Vancouver (CA), Canada. pp.20524-20533, ⟨10.1109/CVPR52729.2023.01966⟩. ⟨hal-04382554⟩

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Matthieu Terris, Sagar Verma. Investigating Model Robustness Against Sensor Variation. IGARSS 2023 - International Geoscience and Remote Sensing Symposium, IEEE, Jul 2023, Pasadena, United States. ⟨hal-04112635⟩

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Sagar Verma, Kavya Gupta. Post Wildfire Burnt-up Detection using Siamese UNet. ECML PKDD 2023 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2023, Turin, Italy. ⟨hal-04225474⟩

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Jingwei Zhang, Saarthak Kapse, Ke Ma, Prateek Prasanna, Joel Saltz, et al.. Prompt-MIL: Boosting Multi-instance Learning Schemes via Task-Specific Prompt Tuning. MICCAI 2023 - 26th International Conference on Medical Image Computing and Computer Assisted Intervention, Oct 2023, Vancouver, Canada. pp.624-634, ⟨10.1007/978-3-031-43993-3_60⟩. ⟨hal-04392329⟩

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Jingwei Zhang, Ke Ma, Saarthak Kapse, Joel Saltz, Maria Vakalopoulou, et al.. SAM-Path: A Segment Anything Model for Semantic Segmentation in Digital Pathology. MICCAI 2023 - Medical Image Computing and Computer Assisted Intervention, Oct 2023, Vancouver, Canada. pp.161-170, ⟨10.1007/978-3-031-47401-9_16⟩. ⟨hal-04392351⟩

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Paul Zheng, Emilie Chouzenoux, Laurent Duval. Démélange, déconvolution et débruitage conjoints d’un modèle convolutif parcimonieux avec dérive instrumentale, par pénalisation de rapports de normes ou quasi-normes lissées (PENDANTSS). GRETSI 2023, Aug 2023, Grenoble, France. ⟨hal-04153328⟩

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Book sections

ref_biblio

Emilie Chouzenoux, Jean-Christophe Pesquet. Optimization Methods for Signal Processing. C.Jutten, L.T. Duarte, S. Moussaoui. Source Separation in Physical-Chemical Sensing, Chapter 2, IEEE Press; JOHN WILEY & SONS, 2023, 9781119137276. ⟨hal-04250055⟩

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Reports

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Emilie Chouzenoux, Jean-Baptiste Fest. Convergence Analysis of Block Majorize-Minimize Subspace Approach. Inria Saclay - Île de France. 2023. ⟨hal-03920026v2⟩

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Theses

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Jean-Baptiste Fest. Stochastic Majoration-Minimization Algorithms. Optimization and Control [math.OC]. Université Paris-Saclay, 2023. English. ⟨NNT : 2023UPAST134⟩. ⟨tel-04391610⟩

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Kavya Gupta. Stability Quantification of Neural Networks. Neural and Evolutionary Computing [cs.NE]. Université Paris-Saclay, 2023. English. ⟨NNT : 2023UPAST004⟩. ⟨tel-04047901⟩

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Surabhi Jagtap. Multilayer Graph Embeddings for Omics Data Integration in Bioinformatics. Bioinformatics [q-bio.QM]. Université Paris-Saclay, 2023. English. ⟨NNT : 2023UPAST014⟩. ⟨tel-04073949⟩

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Sagar Verma. Deep Neural Network Modeling of Electric Motors. Artificial Intelligence [cs.AI]. Université Paris-Saclay, 2023. English. ⟨NNT : 2023UPAST088⟩. ⟨tel-04231692⟩

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Preprints, Working Papers, ...

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Julien Ajdenbaum, Emilie Chouzenoux, Claire Lefort, Ségolène Martin, Jean-Christophe Pesquet. A Novel Variational Approach for Multiphoton Microscopy Image Restoration: from PSF Estimation to 3D Deconvolution. 2023. ⟨hal-04296247⟩

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Sayantika Chatterjee, Angshul Majumdar, Emilie Chouzenoux. Antibiotic Bacteria Interaction: Dataset and Benchmarking. 2023. ⟨hal-04376907⟩

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