يعرض 1 - 10 نتائج من 31 نتيجة بحث عن '"Gawlikowski, Jakob"', وقت الاستعلام: 1.03s تنقيح النتائج
  1. 1
    تقرير
    Unraveling Anomalies in Time: Unsupervised Discovery and Isolation of Anomalous Behavior in Bio-regenerative Life Support System Telemetry

    المؤلفون: Rewicki, Ferdinand, Gawlikowski, Jakob, Niebling, Julia, Denzler, Joachim

    مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Information Retrieval

    URL الوصول: http://arxiv.org/abs/2406.09825

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  2. 2
    مؤتمر
    Estimating Uncertainty of Deep Learning Multi-Label Classifications Using Laplace Approximation

    المؤلفون: Rewicki, Ferdinand, Gawlikowski, Jakob

    المصدر: IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2022 - 2022 IEEE International. :1560-1563 Jul, 2022

    Relation: IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium

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  3. 3
    مؤتمر
    Compact Feature Representation for Unsupervised Ood Detection

    المؤلفون: Saha, Sudipan, Gawlikowski, Jakob, Nandy, Jay, Zhu, Xiao Xiang

    المصدر: IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2022 - 2022 IEEE International. :3143-3146 Jul, 2022

    Relation: IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium

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  4. 4
    مؤتمر
    Robust Distribution-Shift Aware Sar-Optical data Fusion for Multi-Label Scene Classification

    المؤلفون: Gawlikowski, Jakob, Saha, Sudipan, Niebling, Julia, Zhu, Xiao Xiang

    المصدر: IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2022 - 2022 IEEE International. :911-914 Jul, 2022

    Relation: IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium

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  5. 5
    مؤتمر
    Towards Out-of-Distribution Detection for Remote Sensing

    المؤلفون: Gawlikowski, Jakob, Saha, Sudipan, Kruspe, Anna, Zhu, Xiao Xiang

    المصدر: 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS Geoscience and Remote Sensing Symposium IGARSS , 2021 IEEE International. :8676-8679 Jul, 2021

    Relation: IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium

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  6. 6
    تقرير
    The Unreasonable Effectiveness of Deep Evidential Regression

    المؤلفون: Meinert, Nis, Gawlikowski, Jakob, Lavin, Alexander

    المصدر: AAAI, vol. 37, no. 8, pp. 9134-9142, Jun. 2023

    مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Neural and Evolutionary Computing, Statistics - Machine Learning

    URL الوصول: http://arxiv.org/abs/2205.10060

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  7. 7
    دورية أكاديمية
    A survey of uncertainty in deep neural networks

    المؤلفون: Gawlikowski, JakobAff1, Aff2, Tassi, Cedrique Rovile NjieutcheuAff3, Aff4, Ali, MohsinAff2, Aff5, Lee, Jongseok, Humt, MatthiasAff3, Aff6, Feng, JianxiangAff3, Aff6, Kruspe, Anna, Triebel, RudolphAff3, Aff6, Jung, PeterAff2, Aff4, Aff7, Roscher, RibanaAff2, Aff8, Shahzad, Muhammad, Yang, Wen, Bamler, Richard, Zhu, Xiao XiangAff2, IDs10462023105629_cor14

    المصدر: Artificial Intelligence Review: An International Science and Engineering Journal. 56(Suppl 1):1513-1589

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  8. 8
    مؤتمر
    On the Fusion Strategies of Sentinel-1 and Sentinel-2 Data for Local Climate Zone Classification

    المؤلفون: Gawlikowski, Jakob, Schmitt, Michael, Kruspe, Anna, Zhu, Xiao Xiang

    المصدر: IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2020 - 2020 IEEE International. :2081-2084 Sep, 2020

    Relation: IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium

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  9. 9
    دورية أكاديمية
    Handling unexpected inputs: incorporating source-wise out-of-distribution detection into SAR-optical data fusion for scene classification

    المؤلفون: Gawlikowski, JakobAff1, Aff2, Saha, Sudipan, Niebling, Julia, Zhu, Xiao XiangAff1, IDs1363402301008z_cor4

    المصدر: EURASIP Journal on Advances in Signal Processing. 2023(1)

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  10. 10
    تقرير
    A Survey of Uncertainty in Deep Neural Networks

    المؤلفون: Gawlikowski, Jakob, Tassi, Cedrique Rovile Njieutcheu, Ali, Mohsin, Lee, Jongseok, Humt, Matthias, Feng, Jianxiang, Kruspe, Anna, Triebel, Rudolph, Jung, Peter, Roscher, Ribana, Shahzad, Muhammad, Yang, Wen, Bamler, Richard, Zhu, Xiao Xiang

    مصطلحات موضوعية: Computer Science - Machine Learning, Statistics - Machine Learning

    URL الوصول: http://arxiv.org/abs/2107.03342

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