Abstract: We introduce ImitationFlow, a novel Deep generative model that allows learning complex globally stable, stochastic, nonlinear dynamics. Our approach extends the Normalizing Flows framework ...

Glow sample generation for Flowers102. The depth may have to be increased to increase the range of the convolutional layers(?) and prevent grid-like behavior. For ...

This is a tutorial on Planar Flows and their generalization to Sylvester Flows for AI Sweden's ctrl-allt-dela learning series. ├── README.md ## this file! ├── Ctrl-Allt-Dela-NF-talk-notes.pdf # ...

The Nature Index 2024 Research Leaders — previously known as Annual Tables — reveal the leading institutions and countries/territories in the natural and health sciences, according to their output in ...

The Annals of Probability, Vol. 33, No. 4 (Jul., 2005), pp. 1509-1543 (35 pages) We investigate the evolution of barycenters of masses transported by stochastic flows. The state spaces under ...

Stochastic fluid dynamics extends classical fluid mechanics by incorporating randomness and uncertainty directly into the governing equations. This approach utilises stochastic differential equations ...

Today, most generative image models basically fall into two main categories: diffusion models, like Stable Diffusion, or autoregressive models, like OpenAI’s GPT-4o. But Apple just released two papers ...