PC-SRGAN adds physics-based constraints to the SRGAN in order to ensure that the super-resolved images are physically consistent with the underlying physics of scientific problems. It is designed for ...

Abstract: Deep neural networks are increasingly used in image processing tasks. However, deep learning models often show vulnerability when facing adversarial attacks. Active defense is an important ...

Abstract: This research analysis reviews the latest developments in advanced Generative Adversarial Networks (GANs) picture synthesis with focus on enhancements aimed to create high-quality synthetic ...

ABSTRACT: This paper proposes a structured data prediction method based on Large Language Models with In-Context Learning (LLM-ICL). The method designs sample selection strategies to choose samples ...

1 State Key-Laboratory of Oil and Gas-Reservoir Geology and Exploitation, Chengdu University of Technology, Chengdu, China 2 College of Geophysics, Chengdu University of Technology, Chengdu, China In ...

Learn how to use generative fill on moving videos in After Effects! This tutorial teaches step-by-step techniques to seamlessly enhance dynamic footage with AI-powered effects. #AfterEffects ...

School of Chemistry and Chemical Engineering, Hefei University of Technology, Hefei 230009, China School of Petrochemical Engineering, Lanzhou University of Technology, Lanzhou 730050, China ...

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. In this work, we introduce auxiliary discriminator sequence generative adversarial ...

Forbes contributors publish independent expert analyses and insights. I am an MIT Senior Fellow & Lecturer, 5x-founder & VC investing in AI AI is big and powerful – many humans with even a passing ...

Introduction: The optimal harvest period for buckwheat is challenging to determine due to its short growth cycle. Harvesting too early or too late can negatively affect the quality of the crop.