guodong's blog

PhD@zhejiang university
   

FSL (11)


论文阅读:Few-Shot Learning with Global Class Representations ICCV2019




论文阅读:Embedding Propagation: Smoother Manifold for Few-Shot Classification




论文阅读:Instance Credibility Inference for Few-Shot Learning(cvpr2020)




RepMet_Representative-based metric learning for classification and few-shot object detection(cvpr2019)




DPGN: Distribution Propagation Graph Network for Few-shot Learning CVPR2020 




论文阅读:Transductive Episodic-Wise Adaptive Metric for Few-Shot Learning(iccv2019)




论文阅读:Few-shot Object Detection via Feature Reweighting cvpr

思维导图:




论文阅读:Generating Classification Weights with GNN Denoising Autoencoders for Few-Shot Learning cvpr2019

思维导图:




论文阅读:FGN: Fully Guided Network for Few-Shot Instance Segmentation cvpr2020

思维导图:




论文阅读:Finding Task-Relevant Features for Few-Shot Learning by Category Traversal

摘要:小样本学习是研究中的重要领域。从概念上讲,仅举几个例子,人类就很容易理解新概念,而从务实的角度讲,有限的 […]