03672nam 22006375 450 99654682950331620230706100738.03-031-37320-010.1007/978-3-031-37320-6(MiAaPQ)EBC30621294(Au-PeEL)EBL30621294(DE-He213)978-3-031-37320-6(PPN)272251356(EXLCZ)992749843050004120230706d2023 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierDeep Learning Theory and Applications[electronic resource] 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 /edited by Ana Fred, Carlo Sansone, Kurosh Madani1st ed. 2023.Cham :Springer Nature Switzerland :Imprint: Springer,2023.1 online resource (163 pages)Communications in Computer and Information Science,1865-0937 ;1854Print version: Fred, Ana Deep Learning Theory and Applications Cham : Springer,c2023 9783031373190 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.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.Communications in Computer and Information Science,1865-0937 ;1854Artificial intelligenceComputer systemsComputer networksComputer science—MathematicsArtificial IntelligenceComputer System ImplementationComputer Communication NetworksMathematics of ComputingArtificial intelligence.Computer systems.Computer networks.Computer science—Mathematics.Artificial Intelligence.Computer System Implementation.Computer Communication Networks.Mathematics of Computing.006.3Fred Ana1372767Sansone Carlo1372864Madani Kurosh929700MiAaPQMiAaPQMiAaPQBOOK996546829503316Deep Learning Theory and Applications3403785UNISA