Identity-Motion Trade-offs in Text-to-Video via Query-Guided Attention Priors

Welcome to the supplementary video results for our Motion by Queries paper. Each link below corresponds to a figure in the main text, offering dynamic visualizations of our key concepts and findings.

Motion Transfer (Application 1)
Motion Transfer Main Page
Qualitative Results with VideoCrafter2
Qualitative Results with WAN 2.1 (1.3B)
Comparisons to Baselines
More Qualitative Results with VideoCrafter2
Identity Leakage and Motion Transfer with Other Video Models
Multi-Shot Consistency (Application 2)
Q injection Analysis
Qualitative Comparisons with Baselines
Ablation Study vs. ConsiStory Component
Our Multi-Shot Consistency approach with a stronger pretrained model, T2V-Turbo-V2
Additional Resources
Full Appendix (PDF)