Bi-discriminator GAN for tabular data synthesis

M Esmaeilpour, N Chaalia, A Abusitta… - Pattern Recognition …, 2022 - Elsevier
This paper introduces a bi-discriminator GAN for synthesizing tabular datasets containing
continuous, binary, and discrete columns. Our proposed approach employs an adapted …

Generating personalized facial emotions using emotional EEG signals and conditional generative adversarial networks

M Esmaeili, K Kiani - Multimedia Tools and Applications, 2024 - Springer
Facial expressions are one of the most effective and straightforward ways of conveying our
emotions and intentions. Therefore, it is crucial to conduct research aimed at developing a …

Mixed reality and deep learning: Augmenting visual information using generative adversarial networks

D Šoberl - Augmented Reality and Artificial Intelligence: The …, 2023 - Springer
This chapter summarizes the theory of Generative Adversarial Networks (GANs), overviews
the evolution of GAN methods that have either been used in published Augmented Reality …

A multi-granularity facial extreme makeup transfer and removal model with local-global collaboration

Y Chen, J Chi, T Shen, B You, Y Wang, C Zhang - Applied Intelligence, 2024 - Springer
Most existing face makeup transfer methods have limitations in accuracy, realism, and
identity preservation. These methods cannot transfer extreme makeup with complex …

[HTML][HTML] Applied Research on Face Image Beautification Based on a Generative Adversarial Network

J Gan, J Liu - Electronics, 2024 - mdpi.com
Generative adversarial networks (GANs) are widely used in image conversion tasks and
have shown unique advantages in the context of face image beautification, as they can …

Channel correlation distillation for compact semantic segmentation

C Wang, J Zhong, Q Dai, Y Qi, Q Yu, F Shi… - … Journal of Pattern …, 2023 - World Scientific
Knowledge distillation has been widely applied in semantic segmentation to reduce the
model size and computational complexity. The prior knowledge distillation methods for …

Virtual Glamour: AI-Enhanced Makeup Recommendations and Trials

L Daram, G Pullakhandam, N Godari… - … and Informatics (ICICI …, 2024 - ieeexplore.ieee.org
The Makeup Recommendation System is a tribute to the potential of data-driven technology
to improve the user experience in the ever-changing world of beauty and cosmetics. This …

Gan-Based Face Aging System with Dynamic Age Intervals

DS Babu, P Dabbara, V Purama… - … Conference on Smart …, 2022 - ieeexplore.ieee.org
This article explores and implements what a person looks like at different ages. Age affects
every inch of the body. Along with the wisdom, experience, and accomplishments that come …