The concepts of generative, heuristic, and production have different definitions and applications in computer science and cognitive science: Generative: Generative models are statistical models designed to model the process of data generation, enabling the generation of new data similar to observed data. They are typically based on modeling the data distribution, such as probability distributions … Read more
This is the616th original article. Your attention is the greatest encouragement to us! Deepfake technology can purposefully manipulate faces in images and videos, including face swapping and facial attribute editing. With the rapid development of Generative Adversarial Networks, the performance of deepfakes has greatly improved, making the forged faces increasingly realistic. To mitigate the risks … Read more
Click the “ReadingPapers” card below to get daily interpretations of top journal papers. Paper Information Abstract Unsupervised learning, which learns data distribution without labeled samples, is a very promising method to solve the challenging task of hyperspectral pan-sharpening. Inspired by this, we introduce an innovative Generative Adversarial Network framework (named MFT-GAN), which integrates transformer networks … Read more
Source: New Intelligence This article contains approximately 2600 words, and is recommended for a 10 minute read. This article compiles everything you need to know about GANs. [ Guide ]Want to learn everything about GANs?Someone has already organized it for you!From paper resources to application examples, to books, tutorials, and beginner guides, whether you are … Read more
Click above to subscribe to “China Computer Federation” easily! Source: “China Computer Federation Communication”, 2017, Issue 11, “Column” GAN: Generative Adversarial Networks Generative Adversarial Networks (GANs) are a concept proposed by Ian Goodfellow in 2014 that uses adversarial methods to generate data. Imagine we have two images, one real and one fake. How can humans … Read more
Some people say that Civil Engineers are one of the oldest professions, and this is not without reason. Since the dawn of humanity, we have needed houses to shelter from wind and rain. Many astonishing buildings have left an indelible mark on human history. Today, with the rapid development of cities worldwide, more and more … Read more
Recently, Associate Professor Yi Shi’s team from the School of Mechanical and Electrical Engineering at Chengdu University of Technology conducted research on the issue of edge and texture blurring in fused images of infrared and visible light. The related paper titled “Infrared and Visible Image Fusion Based on Blur Suppression Generative Adversarial Network” was published … Read more
While we were still dreaming, artificial intelligence ChatGPT emerged, capable of answering questions, generating summaries, translating documents, classifying information, writing code, creating scripts, doing homework, and writing papers. ChatGPT can handle almost everything with ease. In just two months, its monthly active users surpassed 100 million, making it the fastest-growing consumer application in history, but … Read more
Writing scripts, creating novels, coding, answering questions… the almost omnipotent ChatGPT has become a regular on the trending list in recent months. ChatGPT quickly went viral on social media after its launch at the end of November last year. In just five days, the number of registered users exceeded 1 million; within two months, the … Read more
Machine learning is rapidly integrating into business operations, becoming a cornerstone of enterprise operations. The emergence of this technology has brought many tangible impacts to various enterprises, such as improving processes, increasing efficiency, and accelerating innovation. The development of machine learning technology is changing rapidly, combined with high-performance computing options and vast amounts of data, … Read more