Paper | Code | Accuracy | PARAMS | FLOPS | ModelName | ReleaseDate |
---|---|---|---|---|---|---|
Self-Supervised Learning by Estimating Twin Class Distributions | ✓ Link | 94.5 | TWIST (ResNet-50) | 2021-10-14 | ||
Effect of Pre-Training Scale on Intra- and Inter-Domain Full and Few-Shot Transfer Learning for Natural and Medical X-Ray Chest Images | ✓ Link | 93.21 | ResNet-152x4-AGC (ImageNet-21K) | 2021-05-31 | ||
With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations | ✓ Link | 91.8 | NNCLR | 2021-04-29 | ||
Grouped Pointwise Convolutions Reduce Parameters in Convolutional Neural Networks | ✓ Link | 60.4 | 0.36M | 81.0M | kMobileNet V3 Large 16ch | 2022-06-30 |
Grouped Pointwise Convolutions Significantly Reduces Parameters in EfficientNet | ✓ Link | 0.67M | kEffNet-B0 | 2021-10-14 |