Deep Learning Theory and Applications First International Conference, DeLTA 2020, Virtual Event, July 8-10, 2020, and Second International Conference, DeLTA 2021, Virtual Event, July 7–9, 2021, Revised Selected Papers /
This book constitutes the refereed post-proceedings of the First International Conference and Second International Conference on Deep Learning Theory and Applications, DeLTA 2020 and DeLTA 2021, was held virtually due to the COVID-19 crisis on July 8-10, 2020 and July 7–9, 2021. The 7 full papers in...
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| Materyal Türü: | Elektronik Ekitap |
| Dil: | İngilizce |
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Cham :
Springer Nature Switzerland : Imprint: Springer,
2023.
|
| Edisyon: | 1st ed. 2023. |
| Seri Bilgileri: | Communications in Computer and Information Science,
1854 |
| Konular: | |
| Online Erişim: | https://doi.org/10.1007/978-3-031-37320-6 |
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| 245 | 1 | 0 | |a Deep Learning Theory and Applications |h [electronic resource] : |b First International Conference, DeLTA 2020, Virtual Event, July 8-10, 2020, and Second International Conference, DeLTA 2021, Virtual Event, July 7–9, 2021, Revised Selected Papers / |c edited by Ana Fred, Carlo Sansone, Kurosh Madani. |
| 250 | |a 1st ed. 2023. | ||
| 264 | 1 | |a Cham : |b Springer Nature Switzerland : |b Imprint: Springer, |c 2023. | |
| 300 | |a 1 online resource (XI, 151 p. 71 illus.). |b 51 illus. in color. | ||
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| 490 | 1 | |a Communications in Computer and Information Science, |x 1865-0937 ; |v 1854 | |
| 505 | 0 | |a Alternative Data Augmentation for Industrial Monitoring using Adversarial Learning -- Multi-stage Conditional GAN Architectures for Person-image Generation -- Evaluating Deep Learning Models for the Automatic Inspection of Collective Protective Equipment -- Intercategorical Label Interpolation for Emotional Face Generation with Conditional Generative Adversarial Networks -- Forecasting the UN Sustainable Development Goals -- Disrupting Active Directory Attacks with Deep Learning for Organic Honeyuser Placement -- Crack Detection on Brick Walls by Convolutional Neural Networks using the Methods of Sub-Dataset Generation and Matching. | |
| 520 | |a This book constitutes the refereed post-proceedings of the First International Conference and Second International Conference on Deep Learning Theory and Applications, DeLTA 2020 and DeLTA 2021, was held virtually due to the COVID-19 crisis on July 8-10, 2020 and July 7–9, 2021. The 7 full papers included in this book were carefully reviewed and selected from 58 submissions. They present recent research on machine learning and artificial intelligence in real-world applications such as computer vision, information retrieval and summarization from structuredand unstructured multimodal data sources, natural language understanding andtranslation, and many other application domains. | ||
| 588 | |a Print version record. | ||
| 650 | 0 | |a Artificial intelligence. | |
| 650 | 0 | |a Computer systems. | |
| 650 | 0 | |a Computer networks . | |
| 650 | 0 | |a Computer science |x Mathematics. | |
| 650 | 1 | 4 | |a Artificial Intelligence. |
| 650 | 2 | 4 | |a Computer System Implementation. |
| 650 | 2 | 4 | |a Computer Communication Networks. |
| 650 | 2 | 4 | |a Mathematics of Computing. |
| 700 | 1 | |a Fred, Ana. |e editor. |0 (orcid)0000-0003-1320-5024 |1 https://orcid.org/0000-0003-1320-5024 |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 700 | 1 | |a Sansone, Carlo. |e editor. |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 700 | 1 | |a Madani, Kurosh. |e editor. |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
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| 776 | 0 | 8 | |i Printed edition: |z 9783031373190 |
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| 830 | 0 | |a Communications in Computer and Information Science, |x 1865-0937 ; |v 1854 | |
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| 950 | |a Springer Nature Proceedings Computer Science (SpringerNature-85344) | ||