Representation Learning
Mutual Information Machine/Mask Image Modeling
Introduced by Livne et al. in MIM: Mutual Information MachinePapers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Self-Supervised Learning | 29 | 14.80% |
| Semantic Segmentation | 24 | 12.24% |
| Image Classification | 18 | 9.18% |
| Object Detection | 17 | 8.67% |
| Language Modelling | 7 | 3.57% |
| Self-Supervised Image Classification | 5 | 2.55% |
| Instance Segmentation | 5 | 2.55% |
| Pose Estimation | 4 | 2.04% |
| Clustering | 4 | 2.04% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
| 🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |
