Network Bending: Expressive Manipulation of Generative Models in Multiple Domains

This paper presents the <i>network bending</i> framework, a new approach for manipulating and interacting with deep generative models. We present a comprehensive set of deterministic transformations that can be inserted as distinct layers into the computational graph of a trained generat...

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Bibliographic Details
Main Authors: Terence Broad, Frederic Fol Leymarie, Mick Grierson
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/24/1/28