Generative Models
energy-based model
Introduced by Xie et al. in A Theory of Generative ConvNet
Papers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Image Generation | 15 | 13.16% |
| Text Generation | 6 | 5.26% |
| Anomaly Detection | 6 | 5.26% |
| Density Estimation | 5 | 4.39% |
| Out-of-Distribution Detection | 5 | 4.39% |
| Language Modelling | 5 | 4.39% |
| Denoising | 4 | 3.51% |
| General Classification | 4 | 3.51% |
| Reinforcement Learning (RL) | 4 | 3.51% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
| 🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |
