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24 Results
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sorted by
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fMRI BOLD signal decomposition using a multivariate low-rank modelEusipco 2019 - 27th European Signal Processing Conference, Sep 2019, Corunna, Spain
Conference papers
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⟩
Journal articles
hal-03346892v1
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HNPE: Leveraging Global Parameters for Neural Posterior EstimationNeurIPS 2021, Dec 2021, Sydney (Online), Australia
Conference papers
hal-03139916v3
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Multivariate semi-blind deconvolution of fMRI time seriesNeuroImage, 2021, ⟨10.1016/j.neuroimage.2021.118418⟩
Journal articles
hal-03005584v2
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Multivariate Convolutional Sparse Coding for Electromagnetic Brain SignalsAdvances in Neural Information Processing Systems (NeurIPS), Dec 2018, Montréal, Canada
Conference papers
hal-01966685v1
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FaDIn: Fast Discretized Inference for Hawkes Processes with General Parametric Kernels2022
Preprints, Working Papers, ...
hal-03811810v1
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Understanding approximate and unrolled dictionary learning for pattern recoveryInternational Conference on Learning Representations, Apr 2022, Online, France
Conference papers
hal-03258196v4
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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
Preprints, Working Papers, ...
hal-02995319v1
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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⟩
Journal articles
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
Conference papers
hal-02954181v2
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PAVI: Plate-Amortized Variational Inference2022
Preprints, Working Papers, ...
hal-03684389v1
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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
Conference papers
hal-03470630v2
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DiCoDiLe: Distributed Convolutional Dictionary LearningIEEE Transactions on Pattern Analysis and Machine Intelligence, In press
Journal articles
hal-02371715v2
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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
Conference papers
hal-02888867v3
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Deep invariant networks with differentiable augmentation layersThirty-sixth Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States
Conference papers
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
Conference papers
hal-03483570v3
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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
Conference papers
hal-03246167v3
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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⟩
Conference papers
hal-03022547v1
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Wavelets in the Deep Learning ERAEUSIPCO 2020 - 28th European Signal Processing Conference, Jan 2021, Amsterdam, Netherlands
Conference papers
hal-03020214v1
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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⟩
Journal articles
hal-03379679v1
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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
Conference papers
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
Conference papers
hal-03562151v2
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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
Conference papers
hal-03858828v1
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Super-efficiency of automatic differentiation for functions defined as a minimumInternational Conference on Machine Learning, Aug 2020, Vienna, Austria
Conference papers
hal-02941922v1
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