PoolFormer is instantiated from MetaFormer by specifying the token mixer as extremely simple operator, pooling. PoolFormer is utilized as a tool to verify MetaFormer hypothesis "MetaFormer is actually what you need" (vs "Attention is all you need").
Source: MetaFormer Is Actually What You Need for VisionPaper | Code | Results | Date | Stars |
---|
Task | Papers | Share |
---|---|---|
Image Classification | 4 | 23.53% |
Semantic Segmentation | 2 | 11.76% |
Brain Computer Interface | 1 | 5.88% |
Classification | 1 | 5.88% |
EEG | 1 | 5.88% |
Motor Imagery | 1 | 5.88% |
Image Augmentation | 1 | 5.88% |
Computed Tomography (CT) | 1 | 5.88% |
Management | 1 | 5.88% |
Component | Type |
|
---|---|---|
🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |