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Instance level facial attributes transfer with geometry-aware flow
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Instance level facial attributes transfer with geometry-aware flow
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
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