VISTA: Video-Injected Stylized Text-to-Animation

arXiv:2609.23817 · cs.CV, cs.GR · Submitted 2026-09-20 · Read on arXiv

cs.CV, cs.GR

Submitted: 2026-09-20

Updated: 2026-09-23

Comments: 3 pages, 1 figure

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Consistency — 5× in this paper · explained in 3 episodes
Accuracy — 4× in this paper · explained in 1 episode
Alignment — 4× in this paper · explained in 1 episode
Diffusion Model — 4× in this paper · explained in 8 episodes
Style Recognition Accuracy — 4× in this paper
Calibration — 3× in this paper · explained in 7 episodes
Transformer — 3× in this paper · explained in 2 episodes
Adaptation — 2× in this paper · explained in 1 episode
Diffusion Models — 2× in this paper · explained in 6 episodes
Ablation — 1× in this paper · explained in 1 episode
Ablation Studies — 1× in this paper · explained in 1 episode
Embeddings — 1× in this paper · explained in 2 episodes
Fidelity — 1× in this paper · explained in 2 episodes
Latent Space — 1× in this paper · explained in 7 episodes
LoRA Adapters — 1× in this paper · explained in 3 episodes
Multimodal Inputs — 1× in this paper · explained in 2 episodes
Nash Equilibrium — 1× in this paper · explained in 2 episodes
Regularization — 1× in this paper · explained in 3 episodes
Semantic Alignment — 1× in this paper · explained in 3 episodes
Semantic Understanding — 1× in this paper · explained in 2 episodes
Two-Stage Framework — 1× in this paper · explained in 2 episodes
Zero-Shot Transfer — 1× in this paper · explained in 3 episodes

Sources

Dance Like a Chicken: Low-Rank Stylization for Human Motion Diffusion

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