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22 résultats
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triés par
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FloodNet-to-FloodGAN : Generating Flood Scenes in Aerial Images2022
Pré-publication, Document de travail
hal-03846063v1
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Sparsifying Networks via Subdifferential InclusionICML 2021 - Thirty-eighth International Conference on Machine Learning, Jul 2021, Virtual, France
Communication dans un congrès
hal-03294543v1
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QFabric: Multi-Task Change Detection DatasetEARTHVISION 2021 Workshops - Large Scale Computer Vision for Remote Sensing Imagery: in conjunction with the Conference on Computer Vision and Pattern Recognition (CVPR 2021), Jun 2021, Virtual, France
Communication dans un congrès
hal-03294534v1
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Post Wildfire Burnt-up Detection using Siamese UNetECML PKDD 2023 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2023, Turin, Italy
Communication dans un congrès
hal-04225474v1
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Investigating Large Vision Model Training Challenges on Satellite DatasetsInGARSS 2023 - India Geoscience and Remote Sensing Symposium, IEEE, Dec 2023, Bengaluru, India
Communication dans un congrès
hal-04231035v1
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Neural networks based speed-torque estimators for induction motors and performance metricsIECON 2020 - 46th Annual Conference of the IEEE Industrial Electronics Society, Oct 2020, Singapore, Singapore. pp.495-500, ⟨10.1109/IECON43393.2020.9255236⟩
Communication dans un congrès
hal-02907937v1
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Integrating deep learning CT-scan model, biological and clinical variables to predict severity of COVID-19 patientsNature Communications, In press, 12 (634), ⟨10.1038/s41467-020-20657-4⟩
Article dans une revue
hal-03136018v1
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AI-based multi-modal integration (ScanCov scores) of clinical characteristics, lab tests and chest CTs improves COVID-19 outcome prediction of hospitalized patients[Research Report] Inria Saclay Ile de France. 2020
Rapport
hal-02586111v3
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Shrink & Cert: Bi-level Optimization for Certified RobustnessNew Frontiers in Adversarial Machine Learning, ICML, PMLR, Jul 2023, Honululu, United States
Communication dans un congrès
hal-04163747v1
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Robustness of Neural Networks used in Electrical Motor Time-SeriesWorkshop on Robustness in Sequence Modeling, 36th Conference on Neural Information Processing Systems (NeurIPS 2022), Nov 2022, New Orleans, United States
Communication dans un congrès
hal-03861148v1
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CertViT: Certified Robustness of Pre-Trained Vision Transformers2023
Pré-publication, Document de travail
hal-03966892v1
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Detecting urban changes with recurrent neural networks from multitemporal Sentinel-2 dataIGARSS 2019 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan
Communication dans un congrès
hal-02266094v1
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Modeling electrical motor dynamics using encoder-decoder with recurrent skip connectionAAAI 2020 - 34th AAAI conference on artificial intelligence, Feb 2020, New York, United States. pp.1387-1394
Communication dans un congrès
hal-02484188v1
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A Survey on Machine Learning Applied to Dynamic Physical Systems2021
Pré-publication, Document de travail
hal-03120225v1
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Aligning Geospatial AI for Disaster Relief with The Sphere Handbook2022
Pré-publication, Document de travail
hal-03861146v1
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Synthetix: Pipeline for Synthetic Geospatial Data Generation2023
Pré-publication, Document de travail
hal-04349391v1
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Investigating Model Robustness Against Sensor VariationIGARSS 2023 - International Geoscience and Remote Sensing Symposium, IEEE, Jul 2023, Pasadena, United States
Communication dans un congrès
hal-04112635v1
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Multi-label LSTM autoencoder for non-intrusive appliance load monitoringElectric Power Systems Research, 2021, 199, pp.107414. ⟨10.1016/j.epsr.2021.107414⟩
Article dans une revue
hal-03294549v1
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Have Foundational Models Seen Satellite Images?IGARSS 2023 - International Geoscience and Remote Sensing Symposium, IEEE, Jul 2023, Pasadena, United States
Communication dans un congrès
hal-04112634v1
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Neural speed–torque estimator for induction motors in the presence of measurement noiseIEEE Transactions on Industrial Electronics, 2023, 70 (1), pp.167 - 177. ⟨10.1109/tie.2022.3153830⟩
Article dans une revue
hal-03887116v1
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Can GANs recover faults in electrical motor sensors?ICLR 2022 - International Conference on Learning Representations (ICLR ), Apr 2022, Virtual, France
Communication dans un congrès
hal-03887143v1
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MAPEL: Multi-Agent Pursuer-Evader Learning using Situation ReportIJCNN 2019 - International Joint Conference on Neural Networks, Jul 2019, Budapest, France. pp.1-8, ⟨10.1109/IJCNN.2019.8852457⟩
Communication dans un congrès
hal-02426661v1
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