TY - BOOK AU - Fred,Ana AU - Sansone,Carlo AU - Madani,Kurosh ED - SpringerLink (Online service) TI - 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 T2 - Communications in Computer and Information Science, SN - 9783031373206 AV - Q334-342 U1 - 006.3 23 PY - 2023/// CY - Cham PB - Springer Nature Switzerland, Imprint: Springer KW - Artificial intelligence KW - Computer systems KW - Computer networks  KW - Computer science KW - Mathematics KW - Artificial Intelligence KW - Computer System Implementation KW - Computer Communication Networks KW - Mathematics of Computing N1 - Acceso multiusuario; 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 N2 - 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 UR - http://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-3-031-37320-6 ER -