Author

Anindita Ghosh

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Preprint Sep 2026

VISTA: Video-Injected Stylized Text-to-Animation

VISTA achieves the highest style recognition accuracy among video-conditioned methods while preserving competitive content alignment, and its decomposed 3-way classifier-free guidance provides independent, user-controllable calibration of the content-style balance at inference time.

Monseej Purkayastha, Anindita Ghosh, Philipp Slusallek · 0 citations