CrossPortrait: Cross-Species Portrait Animation via Adversarial Motion Alignment

arXiv:2610.17532 · cs.CV · Submitted 2026-10-13 · Read on arXiv

cs.CV

Submitted: 2026-10-13

Updated: 2026-10-19

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

Terminology

• Alignment — 1× in this paper

Sources

• Towards Real-World Blind Face Restoration with Generative Diffusion Prior
• Wan-Animate: Unified Character Animation and Replacement with Holistic Replication
• LivePortrait: Efficient Portrait Animation with Stitching and Retargeting Control
• Wan: Open and Advanced Large-Scale Video Generative Models
• Wan-Animate-2: Pushing the Application Boundaries of Character Animation
• FantasyPortrait: Enhancing Multi-Character Portrait Animation with Expression-Augmented Diffusion Transformers
• AnimateZoo: Zero-shot Video Generation of Cross-Species Animation via Subject Alignment
• Enhancing Video Physical Consistency via Role-aware Joint Training and Modality-decoupled Denoising

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