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Adversarial Scene Editing: Automatic Object Removal from Weak Supervision
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- 1 Intro
- 2 Goal
- 3 Contemporary problems
- 4 Contribution
- 5 Approach
- 6 Stage 1 - Mask generator GM
- 7 Stage 2 - Image inpainter G
- 8 Architecture - Mask generator
- 9 Architecture - Image inpainter
- 10 Training - Mask generator
- 11 Training - Image inpainter
- 12 Mask priors
- 13 Mask generator loss
- 14 Final loss function - Mask genera
- 15 Optimizing inpainter - local labe
- 16 Final loss function - Image inpair
- 17 Dataset - 1
- 18 Evaluation metrics
- 19 Removal performance
- 20 Image quality assessment
- 21 Human evaluation
- 22 Quantitative results
- 23 Failure cases
- 24 Ablation study - 1
