mtuann / fslc

Few-shot Learning Classification for Image

Top net for few shot classification on CIFAR

• Few shot classification Paperwithcode

Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS

• Papers on top-tier conferences

Papers/ Code

• 1. Rethinking few-shot image classification: a good embedding is all you need?
• 2. Meta-Learning with Differentiable Convex Optimization
• 3. S2M2 Charting the Right Manifold: Manifold Mixup for Few-shot Learning
• 4. Leveraging the Feature Distribution in Transfer-based Few-Shot Learning
• 5. Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation