Notice
Recent Posts
Recent Comments
Link
| 일 | 월 | 화 | 수 | 목 | 금 | 토 |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | 3 | 4 | 5 | 6 | 7 | 8 |
| 9 | 10 | 11 | 12 | 13 | 14 | 15 |
| 16 | 17 | 18 | 19 | 20 | 21 | 22 |
| 23 | 24 | 25 | 26 | 27 | 28 | 29 |
| 30 |
Tags
- Energy-based model
- requires_grad
- Facial Landmark Localization
- learning to prompt
- Continual Learning
- CIL
- Discrete diffusion
- Class Incremental Learning
- img2pose: Face Alignment and Detection via 6DoF
- state_dict()
- ENERGY-BASED MODELS FOR CONTINUAL LEARNING
- VQ-VAE
- Mask-and-replace diffusion strategy
- timm
- Class Incremental
- CVPR2022
- learning to prompt for continual learning
- Face Pose Estimation
- Img2pose
- 베이지안 정리
- Vector Quantized Diffusion Model for Text-to-Image Synthesis
- PnP algorithm
- prompt learning
- DualPrompt
- Mask diffusion
- mmcv
- Face Alignment
- L2P
- Markov transition matrix
- VQ-diffusion
Archives
- Today
- Total
Computer Vision , AI
[One-page summary] ObjectStitch: Generative Object Compositing (CVPR 2023) by Song et al. 본문
Paper_review[short]
[One-page summary] ObjectStitch: Generative Object Compositing (CVPR 2023) by Song et al.
Elune001 2024. 1. 16. 01:31● Summary: a single framework for Image composition (color harmonization, geometric correction, shadow generation) with no label
● Approach highlight
- Self-supervised learning: segment object from the original image and mask that portion
- Content adaptor for object identity: image-to-text embedding using CLIP embedding (to use a diffusion model designed for text embedding)
- Diffusion with the masked image
● Main Results
● Discussion
- Wouldn't artifacts appear at the boundary of the Mask area?
- How would you generate shadows outside the Mask area?
'Paper_review[short]' 카테고리의 다른 글
'Paper_review[short]' Related Articles
more
