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Collection : Universite Grenoble Alpes
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Academic Journal

Active learning for predicting the enthalpy of mixing in binary liquids based on ab initio molecular dynamics

Subjects: Mixing enthalpy; Active learning; Ab initio molecular dynamics

  • Source: ISSN: 0927-0256.

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Conference

From Prediction to Prompt: Leveraging nnU-Net Outputs to Guide SAM for Active Learning in 3D Dental Segmentation

Subjects: Active Learning; nnU-Net; Segment AnythingDaejeon; South Korea

  • Source: INTERNATIONAL CONFERENCE ON MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION (MICCAI) - ODIN WORKSHOP ; https://hal.science/hal-05337211 ; INTERNATIONAL CONFERENCE ON MEDICAL IMAGE COMPUTING

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Active Learning for melanoma segmentation: Integration of human annotation and segmentation model predictions ; Apprentissage actif pour la segmentation du mélanome : Intégration de l'annotation humaine et des prédictions d'un modèle de segmentation

Subjects: Deep learning; Active learning; Segmentation AutomatiqueNice; FranceNice, France

  • Source: Colloque Français d'Intelligence Artificielle en Imagerie Biomédicale (IABM 2025) ; https://hal.science/hal-05012703 ; Colloque Français d'Intelligence Artificielle en Imagerie Biomédicale (IABM

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Classification Tree-based Active Learning: A Wrapper Approach

Subjects: Active Learning Classification Tree Query based learning; Active Learning; Classification Tree

  • Source: https://hal.science/hal-04919366 ; 2025.

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Hybrid System Identification through Optimization and Active Learning

Subjects: Active Learning; Data-driven Modeling; IdentificationBoulder; United States

  • Source: The 8th IFAC Conference on Analysis and Design of Hybrid Systems (ADHS 2024) ; https://hal.science/hal-04659993 ; The 8th IFAC Conference on Analysis and Design of Hybrid Systems (ADHS 2024),

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When Imbalance Comes Twice: Active Learning under Simulated Class Imbalance and Label Shift in Binary Semantic Segmentation

Subjects: Active-learning; Machine-vision; Class-imbalance

  • Source: https://hal.science/hal-05447941 ; 2025.

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Combining Image and Region Uncertainty-based Active learning for Melanoma Segmentation

Subjects: Active Learning; Image segmentation; Medical imagesReykjavikReykjavik, Iceland

  • Source: Content-based Multimedia Indexing (CBMI) ; https://hal.science/hal-04714152 ; Content-based Multimedia Indexing (CBMI), Sep 2024, Reykjavik, Iceland. ⟨10.1109/CBMI62980.2024.10859208⟩

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Conference

MelissaDL x Breed: Towards Data-Efficient On-line Supervised Training of Multi-parametric Surrogates with Active Learning

Subjects: Active Learning; Adaptive Multiple Importance Sampling; SurrogatesAtlanta (Georgia); United States

  • Source: SC-W 2024 - Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis ; AI4S 2024 - 5th Workshop on artificial intelligence and machine

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Active learning strategies for the estimation of a feasible set defined from a vector output black-box simulator

Subjects: Gaussian process regression; excursion set estimation; multi-output black-box functions

  • Source: https://hal.science/hal-04970769 ; 2025.

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Academic Journal

Performance of uncertainty-based active learning for efficient approximation of black-box functions in materials science

Subjects: Alloy; Semiconductor; Polymer

  • Source: ISSN: 2045-2322.

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  • 1-10 of  68 results for ""active learning""