notesum.ai
Published at November 22FloAt: Flow Warping of Self-Attention for Clothing Animation Generation
cs.CV
Released Date: November 22, 2024
Authors: Swasti Shreya Mishra, Kuldeep Kulkarni1, Duygu Ceylan1, Balaji Vasan Srinivasan
Aff.: 1Adobe Research

| Methods | Self-LPIPS | Self-SSIM | CLIPs | CLIPc |
|---|---|---|---|---|
| CycleNet Reshading [7] | 0.002 | 0.997 | 28.044 | 99.997 |
| ControlNet | 0.242 | 0.704 | 28.064 | 97.693 |
| FeatInControlNet | 0.073 | 0.901 | 28.113 | 99.682 |
| ControlVideo | 0.048 | 0.925 | 27.954 | 99.739 |
| Rerender-A-Video Adapt [17] | 0.070 | 0.915 | 26.791 | 99.833 |
| FloAtControlNet (Ours) | 0.025 | 0.956 | 28.108 | 99.893 |