Research map / Image generation / Editing and style transfer
Region-Aware Face Swapping
Check your idea against 108,967 papers
AI-extracted summary. Written by AI from the paper's title only (no summary yet). Numbers and claims can be wrong or missing context, so check the paper before you cite or build on it.
Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Use RAFSwap instead of MegaFS | Face swapping · FaceForensics++ | ID Ret.: 90.83 -> 96.70 | Helped |
| Use RAFSwap instead of MegaFS | Face swapping · CelebA-HQ | FID: 18.81 -> 13.25 | Helped |
| Use RAFSwap instead of MegaFS | Face swapping · CelebA-HQ | Exp.: 3.13 -> 3.15 | Hurt |
| Replace AdaIN fusion with FRA and SFA (ablation) | RAFSwap feature fusion · FaceForensics++ | ID Ret.: 92.48 -> 96.69 | Helped |
| Add SFA to FRA (ablation) | RAFSwap · FaceForensics++ | ID Ret.: 96.63 -> 96.69 | Helped |
| Add FRA to SFA (ablation) | RAFSwap · FaceForensics++ | ID Ret.: 93.68 -> 96.69 | Helped |
| Add FMP soft mask (ablation) | RAFSwap with FRA and SFA · FaceForensics++ | ID Ret.: 96.69 -> 96.70 | Helped |
| Replace Transformer with Nonlocal layer (ablation) | RAFSwap · FaceForensics++ | ID Ret.: 96.70 -> 96.50 | Hurt |
| Increase Transformer depth from one to two layers (ablation) | RAFSwap · FaceForensics++ | ID Ret.: 96.70 -> 96.71 | No clear effect |
| Increase Transformer depth from one to three layers (ablation) | RAFSwap · FaceForensics++ | ID Ret.: 96.70 -> 96.73 | No clear effect |
| Use a soft predicted mask instead of no mask (ablation) | RAFSwap · FaceForensics++ | ID Ret.: 96.69 -> 96.70 | Helped |
Closest papers by meaning
- Fine-Grained Face Swapping via Regional GAN Inversion (CVPR 2023 · similarity 0.89)
- FlowFace: Semantic Flow-Guided Shape-Aware Face Swapping (AAAI 2023 · similarity 0.88)
- RealisID: Scale-Robust and Fine-Controllable Identity Customization via Local and Global Complementation (AAAI 2025 · similarity 0.85)
- When StyleGAN Meets Stable Diffusion: a W+ Adapter for Personalized Image Generation (CVPR 2024 · similarity 0.84)
- Zero-Shot Head Swapping in Real-World Scenarios (CVPR 2025 · similarity 0.84)
- FSFM: A Generalizable Face Security Foundation Model via Self-Supervised Facial Representation Learning (CVPR 2025 · similarity 0.84)
Writing a paper in this area? scime draft is a free LaTeX editor with AI included, real-time co-authors and a check of your references and venue rules before you submit. It also imports OpenAI Prism projects.