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Privacy and security concerns in generative AI: a comprehensive survey
Generative Artificial Intelligence (GAI) has sparked a transformative wave across various
domains, including machine learning, healthcare, business, and entertainment, owing to its …
domains, including machine learning, healthcare, business, and entertainment, owing to its …
Generative adversarial networks for face generation: A survey
Recently, generative adversarial networks (GANs) have progressed enormously, which
makes them able to learn complex data distributions in particular faces. More and more …
makes them able to learn complex data distributions in particular faces. More and more …
[HTML][HTML] A survey on GANs for computer vision: Recent research, analysis and taxonomy
In the last few years, there have been several revolutions in the field of deep learning,
mainly headlined by the large impact of Generative Adversarial Networks (GANs). GANs not …
mainly headlined by the large impact of Generative Adversarial Networks (GANs). GANs not …
Deep generative adversarial networks for image-to-image translation: A review
A Alotaibi - Symmetry, 2020 - mdpi.com
Many image processing, computer graphics, and computer vision problems can be treated
as image-to-image translation tasks. Such translation entails learning to map one visual …
as image-to-image translation tasks. Such translation entails learning to map one visual …
Emotion recognition based on convolutional neural networks and heterogeneous bio-signal data sources
Emotion recognition is a crucial application in human–computer interaction. It is usually
conducted using facial expressions as the main modality, which might not be reliable. In this …
conducted using facial expressions as the main modality, which might not be reliable. In this …
Deep learning in electron microscopy
JM Ede - Machine Learning: Science and Technology, 2021 - iopscience.iop.org
Deep learning is transforming most areas of science and technology, including electron
microscopy. This review paper offers a practical perspective aimed at developers with …
microscopy. This review paper offers a practical perspective aimed at developers with …
Muraldiff: Diffusion for ancient murals restoration on large-scale pre-training
This paper focuses on the crack detection and digital restoration of ancient mural cultural
heritage, proposing a comprehensive method that combines the Unet network structure and …
heritage, proposing a comprehensive method that combines the Unet network structure and …
Trustworthy multi-view clustering via alternating generative adversarial representation learning and fusion
Multi-view clustering (MVC) has attached extensive attention as it provides an effective
approach to deal with the unlabeled data in real-world applications. To enjoy the strong …
approach to deal with the unlabeled data in real-world applications. To enjoy the strong …
Understanding GANs: Fundamentals, variants, training challenges, applications, and open problems
Generative adversarial networks (GANs), a novel framework for training generative models
in an adversarial setup, have attracted significant attention in recent years. The two …
in an adversarial setup, have attracted significant attention in recent years. The two …
Day-to-Night street view image generation for 24-hour urban scene auditing using generative AI
A smarter city should be a safer city. Nighttime safety in metropolitan areas has long been a
global concern, particularly for large cities with diverse demographics and intricate urban …
global concern, particularly for large cities with diverse demographics and intricate urban …