SketchKeyAnime generates structurally controllable and temporally coherent animations from a reference image and sparse key sketches via dual-branch conditioning, Sketch Cross Attention, and adaptive loss, outperforming baselines with 31.9% EDMD and 9.5% FVD reductions on Sakuga-42M.
Sketch me a video.arXiv preprint arXiv:2110.04710, 2021
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
SketchKeyAnime: Reference-anchored Sparse Key-Sketch Animation Synthesis
SketchKeyAnime generates structurally controllable and temporally coherent animations from a reference image and sparse key sketches via dual-branch conditioning, Sketch Cross Attention, and adaptive loss, outperforming baselines with 31.9% EDMD and 9.5% FVD reductions on Sakuga-42M.