Synthetic data, artificially generated to mimic real data, plays a crucial role in various applications, including machine learning, data analysis, testing, and privacy protection. In Natural...
Data augmentation has become an essential technique in the field of computer vision, enabling the generation of diverse and robust training datasets. One of the most...
Synthetic media came to popular attention for its ability to manipulate perception, especially via deep fake. However, it is more than just deep fakes. Synthetic media...
Findings from a new paper indicate that state-of-the-art AI is significantly less able to recognize and interpret AI-synthesized images than people, which may be of concern...
Amy Steier is the Principal Machine Learning Scientist at Gretel.ai, the world’s most advanced privacy engineering platform. Gretel makes it easy to embed privacy by design...
2021 has been a year of unprecedented progress and a furious pace-of-publication in the image synthesis sector, offering a stream of new innovations and improvements in...
Disney's AI research division has developed a hybrid method for movie-quality facial simulation, combining the strengths of facial neural rendering with the consistency of a CGI-based...
Fabiana Clemente is the Co-founder and Chief Data Officer at YData. YData is an AI startup that created the first data-centric development solution to combine data...
A new research collaboration between France and the UK casts doubt on growing industry confidence that synthetic data can resolve the privacy, quality and availability issues...
New research from France has proposed a technique to ‘re-identify' source identities that have contributed to synthetically generated data, such as the GAN-generated ‘non-existent people' at...
The Visual Computing Research Center at Shenzhen University in China has developed a large scale urban scene data set that offers diverse, fully semantically labeled simulations...
Researchers at the University of Illinois have created a new computer vision dataset that uses synthetic imagery generated by a Grand Theft Auto game engine to...
UCLA Researchers have developed a method to change the apparent race of faces in datasets that are used to train medical machine learning systems, in an...
A collaboration between Microsoft Research Asia and Duke University has produced a machine learning system capable of generating video solely from a text prompt, without the...
New research out of South Korea promises to improve the quality of synthetic face data created by Generative Adversarial Networks (GANs). The system is capable of...
