![MIT Researchers Introduce Restart Sampling For Improving Generative Processes](https://newstub.xyz/wp-content/uploads/2023/06/MIT-Researchers-Introduce-Restart-Sampling-For-Improving-Generative-Processes.png)
MIT Researchers Introduce Restart Sampling For Improving Generative Processes
Differential equation-based deep generative models have recently emerged as potent modeling tools for high-dimensional data in fields ranging from image synthesis to biology. These models solve differential equations iteratively in reverse, eventually transforming a basic distribution (such as a Gaussian in diffusion models) into a complicated data distribution. Studies have categorized prior samplers that can…