Variational Optimization
Generalized ELBO with Constrained Optimization
Introduced by Rezende et al. in Taming VAEs
Source: Taming VAEs
Papers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Image Generation | 2 | 16.67% |
| Scene Generation | 2 | 16.67% |
| Unsupervised Object Segmentation | 2 | 16.67% |
| 3D Generation | 1 | 8.33% |
| Image to 3D | 1 | 8.33% |
| Clustering | 1 | 8.33% |
| Image Segmentation | 1 | 8.33% |
| Decision Making | 1 | 8.33% |
| Object Discovery | 1 | 8.33% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
| 🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |
