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31 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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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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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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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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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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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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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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HNPE: Leveraging Global Parameters for Neural Posterior EstimationNeurIPS 2021, Dec 2021, Sydney (Online), Australia
Communication dans un congrès
hal-03139916v3
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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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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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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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DiCoDiLe: Distributed Convolutional Dictionary LearningIEEE Transactions on Pattern Analysis and Machine Intelligence, In press
Article dans une revue
hal-02371715v2
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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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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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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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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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The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark2024
Pré-publication, Document de travail
hal-04537061v1
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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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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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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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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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PAVI: Plate-Amortized Variational InferenceTransactions on Machine Learning Research Journal, 2023
Article dans une revue
hal-03684389v2
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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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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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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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