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30 résultats
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triés par
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Using convolutional dictionary learning to detect task-related neuromagnetic transients and ageing trends in a large open-access datasetNeuroImage, 2023, 267, pp.119809. ⟨10.1016/j.neuroimage.2022.119809⟩
Article dans une revue
hal-04397451v1
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Wavelets in the deep learning eraJournal of Mathematical Imaging and Vision, 2022, 65, ⟨10.1007/s10851-022-01123-w⟩
Article dans une revue
hal-03346892v1
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fMRI BOLD signal decomposition using a multivariate low-rank modelEusipco 2019 - 27th European Signal Processing Conference, Sep 2019, Corunna, Spain
Communication dans un congrès
hal-02163497v2
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DiCoDiLe: Distributed Convolutional Dictionary LearningIEEE Transactions on Pattern Analysis and Machine Intelligence, In press
Article dans une revue
hal-02371715v2
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DriPP: Driven point processes to model stimuli induced patterns in M/EEG signalsICLR 2022 - 10th International Conference on Learning Representations, Apr 2022, online, France
Communication dans un congrès
hal-03470630v2
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NeuMiss networks: differentiable programming for supervised learning with missing valuesNeurIPS 2020 - 34th Conference on Neural Information Processing Systems, Dec 2020, Vancouver / Virtual, Canada
Communication dans un congrès
hal-02888867v3
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Data augmentation for learning predictive models on EEG: a systematic comparisonJournal of Neural Engineering, 2022, 19 (6), ⟨10.1088/1741-2552/aca220⟩
Article dans une revue
hal-03853329v1
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Learning to solve TV regularized problems with unrolled algorithmsNeurIPS 2020 - 34th Conference on Neural Information Processing Systems, Dec 2020, Vancouver / Virtuel, Canada
Communication dans un congrès
hal-02954181v2
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Hydroxychloroquine with or without azithromycin and in-hospital mortality or discharge in patients hospitalized for COVID-19 infection: a cohort study of 4,642 in-patients in France2020
Pré-publication, Document de travail
hal-02995319v1
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FaDIn: Fast Discretized Inference for Hawkes Processes with General Parametric KernelsInternational Conference on Machine Learning, Jul 2023, Honololu, Hawaii, United States. pp.32575-32597
Communication dans un congrès
hal-03811810v1
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A lower bound and a near-optimal algorithm for bilevel empirical risk minimizationInternational Conference on Artificial Intelligence and Statistics (AISTATS), May 2024, Valencia, Spain. ⟨10.48550/arXiv.2302.08766⟩
Communication dans un congrès
hal-04302861v3
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Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG SignalsICML 2023 - Fortieth International Conference on Machine Learning, Jul 2023, Honololu, United States. pp.1-29
Communication dans un congrès
hal-04250921v1
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Understanding approximate and unrolled dictionary learning for pattern recoveryInternational Conference on Learning Representations, Apr 2022, Online, France
Communication dans un congrès
hal-03258196v4
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Meta-Prior: Meta learning for Adaptive Inverse Problem Solvers2023
Pré-publication, Document de travail
hal-04346460v1
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A Data Set for the Study of Human Locomotion with Inertial Measurements UnitsImage Processing On Line, 2019, 9, pp.381-390. ⟨10.5201/ipol.2019.265⟩
Article dans une revue
hal-02442702v1
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Multivariate semi-blind deconvolution of fMRI time seriesNeuroImage, 2021, ⟨10.1016/j.neuroimage.2021.118418⟩
Article dans une revue
hal-03005584v2
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Multivariate Convolutional Sparse Coding for Electromagnetic Brain SignalsAdvances in Neural Information Processing Systems (NeurIPS), Dec 2018, Montréal, Canada
Communication dans un congrès
hal-01966685v1
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HNPE: Leveraging Global Parameters for Neural Posterior EstimationNeurIPS 2021, Dec 2021, Sydney (Online), Australia
Communication dans un congrès
hal-03139916v3
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SHINE: SHaring the INverse Estimate from the forward pass for bi-level optimization and implicit modelsICLR 2022 - International Conference on Learning Representations, Apr 2022, Virtual, United States
Communication dans un congrès
hal-03246167v3
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PAVI: Plate-Amortized Variational InferenceTransactions on Machine Learning Research Journal, 2023
Article dans une revue
hal-03684389v2
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Deep invariant networks with differentiable augmentation layersThirty-sixth Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States
Communication dans un congrès
hal-03691742v1
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CADDA: Class-wise automatic differentiable data augmentation for EEG signalsICLR 2022 - Tenth International Conference on Learning Representations, Apr 2022, Virtual event, France
Communication dans un congrès
hal-03483570v3
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Extraction of Nystagmus Patterns from Eye-Tracker Data with Convolutional Sparse CodingEMBC 2020 - 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society, Jul 2020, Montreal / Virtuel, Canada. pp.928-931, ⟨10.1109/EMBC44109.2020.9175621⟩
Communication dans un congrès
hal-03022547v1
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Wavelets in the Deep Learning ERAEUSIPCO 2020 - 28th European Signal Processing Conference, Jan 2021, Amsterdam, Netherlands
Communication dans un congrès
hal-03020214v1
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Neural Posterior Estimation of hierarchical models in neuroscienceGRETSI 2022 - XXVIIIème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France. pp.1-3
Communication dans un congrès
hal-03858828v1
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Equivariant plug-and-play image reconstruction2023
Pré-publication, Document de travail
hal-04346463v1
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Clinical Characteristics, Care Trajectories and Mortality Rate of SARS-CoV-2 Infected Cancer Patients: A Multicenter Cohort StudyCancers, 2021, 13 (19), pp.4749. ⟨10.3390/cancers13194749⟩
Article dans une revue
hal-03379679v1
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Super-efficiency of automatic differentiation for functions defined as a minimumInternational Conference on Machine Learning, Aug 2020, Vienna, Austria
Communication dans un congrès
hal-02941922v1
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Benchopt: Reproducible, efficient and collaborative optimization benchmarksNeurIPS 2022 - 36th Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States
Communication dans un congrès
hal-03830604v1
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A framework for bilevel optimization that enables stochastic and global variance reduction algorithmsAdvances in Neural Information Processing Systems (NeurIPS), Nov 2022, New Orleans, United States
Communication dans un congrès
hal-03562151v2
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