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Titlebook: Artificial Neural Networks and Machine Learning – ICANN 2021; 30th International C Igor Farkaš,Paolo Masulli,Stefan Wermter Conference proc

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Conference proceedings 2021Artificial Neural Networks, ICANN 2021, held in Bratislava, Slovakia, in September 2021.* The total of 265 full papers presented in these proceedings was carefully reviewed and selected from 496 submissions, and organized in 5 volumes..In this volume, the papers focus on topics such as computer visi
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0302-9743 g, explainable methods, few-shot learning and generative adversarial networks. . .*The conference was held online 2021 due to the COVID-19 pandemic..978-3-030-86339-5978-3-030-86340-1Series ISSN 0302-9743 Series E-ISSN 1611-3349
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Entwicklungstendenzen und Ausblick,plemented in the standard training and inference phases to boost the fined-grained classification accuracy. Our experimental results on extensive FGVC benchmark datasets show that the baseline model such as ResNeXt-50 can achieve competitive state-of-the-art performance by utilizing the proposed ROI-based-DAM, which demonstrate its effectiveness.
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Learning How to Zoom In: Weakly Supervised ROI-Based-DAM for Fine-Grained Visual Classificationplemented in the standard training and inference phases to boost the fined-grained classification accuracy. Our experimental results on extensive FGVC benchmark datasets show that the baseline model such as ResNeXt-50 can achieve competitive state-of-the-art performance by utilizing the proposed ROI-based-DAM, which demonstrate its effectiveness.
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0302-9743 erence on Artificial Neural Networks, ICANN 2021, held in Bratislava, Slovakia, in September 2021.* The total of 265 full papers presented in these proceedings was carefully reviewed and selected from 496 submissions, and organized in 5 volumes..In this volume, the papers focus on topics such as com
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