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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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Bibliographic Details
Other Authors: Fred, Ana (Editor), Sansone, Carlo (Editor), Madani, Kurosh (Editor)
Format: eBook
Language:English
Published: Cham Springer Nature Switzerland 2023, 2023
Edition:1st ed. 2023
Series:Communications in Computer and Information Science
Subjects:
Computer Science—mathematics
Computer Communication Networks
Computer Systems
Mathematics Of Computing
Computer System Implementation
Artificial Intelligence
Computer Networks 
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • 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

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