Generative Models
energy-based model
Introduced by Xie et al. in A Theory of Generative ConvNetPapers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Image Generation | 9 | 12.68% |
| Language Modelling | 5 | 7.04% |
| Text Generation | 5 | 7.04% |
| Anomaly Detection | 4 | 5.63% |
| General Classification | 4 | 5.63% |
| Image Reconstruction | 3 | 4.23% |
| Adversarial Defense | 2 | 2.82% |
| Denoising | 2 | 2.82% |
| Image-to-Image Translation | 2 | 2.82% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
| 🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |
