VAnim creates open-domain text-to-SVG animations via sparse state updates on a persistent DOM tree, identification-first planning, and rendering-aware RL with a new 134k-example benchmark.
arXiv preprint arXiv:2411.19381 , year=
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
fields
cs.CV 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
Sketch2Motion is a diffusion-guided skeleton optimization framework that generates text-driven 3D animations from 2D sketches for biped, quadruped, and other articulated characters.
citing papers explorer
-
VAnim: Rendering-Aware Sparse State Modeling for Structure-Preserving Vector Animation
VAnim creates open-domain text-to-SVG animations via sparse state updates on a persistent DOM tree, identification-first planning, and rendering-aware RL with a new 134k-example benchmark.
-
Sketch2Motion: Text-driven 2D Sketch to 3D Animation via Diffusion-guided Skeleton Optimization
Sketch2Motion is a diffusion-guided skeleton optimization framework that generates text-driven 3D animations from 2D sketches for biped, quadruped, and other articulated characters.