StyleGAN family is one of the most popular Generative Adversarial Networks (GANs) for unconditional generation. Despite its impressive performance, high demand on storage and computation impedes their deployment resource-constrained devices. This paper provides a comprehensive study distilling from StyleGAN-like architecture. Our key insight that main challenge distillation lies in output discr...

It is well-known that many environment-based abstract machines can be seen as strategies in lambda calculi with explicit substitutions (ES). Recently, graphical syntaxes and linear logic led to the linear substitution calculus (LSC), a new approach to ES that is halfway between big-step calculi and traditional calculi with ES. This paper studies the relationship between the LSC and environment-...

In this paper, we describe a new fully automatic theorem prover called Poit́ın which makes use of a novel transformation algorithm called distillation to prove input conjectures. The input conjectures are defined in a functional language and are transformed using the distillation algorithm. The result of this transformation can be easily inspected to see whether the original conjecture is true. ...

Motivation and Objectives Scientific workflows management systems, (e.g., (Missier et al., 2010; Ludaesher et al., 2006; Goeck et al. 2011)) are increasingly used to specify and manage bioinformatics experiments. An experiment is then represented by a workflow in which a large number of bioinformatics tasks are linked to each other. A workflow specification is a framework for the execution of w...

whiskey • manufacture, an unchecked flowering of linked agricultural nd distilling growth displaying small holdings, small pots and minuscule government interference. The Scottish experience ran from around 1600 to 1784, the American from 1802 to 1862. In each case, one household in six possessed rudiments for disfilling; annual per capita spirits consumption exceeded three proof gallons [Caldw...

Cedar wood oil is ranked the tenth essential oil in the world, it can be obtained from fir wood waste, and high added value Cedar series perfumes are obtained from Cedar wood oil by chemical processing. Their aroma is very unique and cannot be replaced. At present, the cedar wood resources are dwindling; a serious influence had taken place in the flavor and fragrance industry. Study found that ...