8. DeepSVG: A Hierarchical Generative Network for
Vector Graphics Animation
Alexandre Carlier and Martin Danelljan and Alexandre Alahi and Radu Timofte
ETH Zurich
https://arxiv.org/abs/2007.11301
NIPS 2021 採択
20. 全体のロス関数
デコードしたPathとGround truthの対応について
Strategy 1: Ordered assignment
(事前に定義)
Lexicographic order of the starting location of
the paths
Strategy 2: Hungarian assignment
(自動でマッチング)
Find the best possible assignment π in terms
of loss
23. 潜在空間の内挿によるアニメーション
Between a pair of icons Between two user-drawn
frames
Latent space algebra
(“create” & “squarify”)
GIF animations from https://blog.alexandrecarlier.com/deepsvg/