yuhang ding

1. Instance-level Facial Attributes
Transfer with Geometry-Aware
Flow

2. What:

3. How:
Pipline:
G:
F:

4. How:
G:
Flow Sub-Network :
Bilinear sampler
Blead
Refinement Sub-Network :
F:

5. How:
Loss:
Adversarial Loss:
Domain Classification Loss:
Reconstruction Loss:
Geometry-Aware Flow Loss:

6. Results:
1. FID Score(measure the quality of generated images)
2. Faithfulness Score(To evaluate the faithfulness)
3. Attribute Class Accuracy(To evaluate the ability of a method in manipulating a desired attribute)
Comparisons to Prior Works

7. Results:
Comparisons to Prior Works

8. Results:
Ablation Study
Effectiveness of Geometry-aware Flow Effectiveness of Appearance Residual

9. Results:
Results on High-Resolution Images Results on More Attributes