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17 résultats
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triés par
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A Roadmap for AI in Latin AmericaSide event AI in Latin America of the Global Partnership for AI (GPAI) Paris Summit, GPAI Paris Center of Expertise, Nov 2021, Paris, France
Communication dans un congrès
hal-03526055v1
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Evolutionary multi-objective physics-informed neural networks: The MOPINNs approachAI Communications, 2023, pp.1-13. ⟨10.3233/aic-230073⟩
Article dans une revue
hal-04395847v1
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Assessing Physics Informed Neural Networks in Ocean Modelling and Climate Change ApplicationsAI: Modeling Oceans and Climate Change Workshop at ICLR 2021, May 2021, Santiago (Virtual), Chile
Communication dans un congrès
hal-03262684v1
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Towards Optimally Weighted Physics-Informed Neural Networks in Ocean Modelling2021
Pré-publication, Document de travail
hal-03260357v1
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GCOOD: A Generic Coupled Out-of-Distribution Detector for Robust Classification2021 34th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), Oct 2021, Gramado, Rio Grande do Sul, Brazil. pp.169-174, ⟨10.1109/SIBGRAPI54419.2021.00062⟩
Communication dans un congrès
hal-04396403v1
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Artificial Intelligence, Machine Learning and Modeling for Understanding the Oceans and Climate ChangeNeurIPS 2020 Workshop - Tackling Climate Change with Machine Learning, Dec 2020, Santiago / Virtual, Chile
Communication dans un congrès
hal-03138712v1
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Searching for changing-state AGNs in massive datasets -- I: applying deep learning and anomaly detection techniques to find AGNs with anomalous variability behavioursThe Astronomical Journal, 2021, 162 (5), ⟨10.3847/1538-3881/ac1426⟩
Article dans une revue
hal-03294849v1
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Heuristics to reduce linear combinations of activation functions to improve image classification2023 36th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), Nov 2023, Rio Grande, Brazil. pp.169-174, ⟨10.1109/SIBGRAPI59091.2023.10347043⟩
Communication dans un congrès
hal-04396390v1
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Frost forecasting model using graph neural networks with spatio-temporal attentionAI: Modeling Oceans and Climate Change Workshop at ICLR 2021, Nayat Sanchez-Pi; Luis Martí, May 2021, Santiago, Chile
Communication dans un congrès
hal-03259658v1
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Enhancing Writing Skills of Chilean Adolescents: Assisted Story Creation with LLMsNeurIPS'23 Workshop Generative AI for Education (GAIED), Paul Denny; Sumit Gulwani; Neil T. Heffernan; Tanja Käser; Steven Moore; Anna N. Rafferty; Adish Singla, Dec 2023, New Orelans, United States
Communication dans un congrès
hal-04395801v1
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Anomaly Detection with the Voronoi Diagram Evolutionary AlgorithmParallel Problem Solving from Nature – PPSN XIV, Sep 2016, Edinburgh, United Kingdom. pp.697-706, ⟨10.1007/978-3-319-45823-6_65⟩
Communication dans un congrès
hal-01387621v1
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Progressively Adding Objectives: A Case Study in Anomaly DetectionGenetic and Evolutionary Computation Conference (GECCO 2017), Jul 2017, Berlin, Germany. ⟨10.1145/3071178.3071333⟩
Communication dans un congrès
hal-01525611v1
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OcéanIA: AI, Data, and Models for Understanding the Ocean and Climate Changepp.1-64, 2021
Ouvrages
hal-03274323v2
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Predicting Item Response Theory Parameters Using Question Statements TextsLAK 2023: 13th International Learning Analytics and Knowledge Conference, Mar 2023, Arlington TX USA, United States. pp.1-10, ⟨10.1145/3576050.3576139⟩
Communication dans un congrès
hal-04412382v1
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A Graph Neural Network with Spatio-temporal Attention for Multi-sources Time Series Data: An application to Frost ForecastSensors, 2022, 22 (4), pp.1486. ⟨10.3390/s22041486⟩
Article dans une revue
hal-03541565v2
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VorAIS: A Multi-Objective Voronoi Diagram-based Artificial Immune SystemT. Friedrich and F. Neumann. Genetic and Evolutionary Computation Conference, GECCO 2016, Jul 2016, Denver, United States. pp.11 - 12, 2016, Poster at GECCO 2016 (Companion). ⟨10.1145/2908961.2909027⟩
Poster de conférence
hal-01400263v1
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Reinforcement-learning robotic sailboats: simulator and preliminary resultsNeurIPS 2023 Workshop on Robot Learning Workshop: Pretraining, Fine-Tuning, and Generalization with Large Scale Models, Dec 2023, New Orelans, United States
Communication dans un congrès
hal-04395990v1
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