SaberNet: Self-attention based effective relation network for few-shot learning

Local spatial alignment network for few-shot learning

(2022) Yunlong Yu et al.   NEUROCOMPUTING

Local Descriptor-based Multi-Prototype Network for Few-shot Learning

(2021) Hongwei Huang et al.   PATTERN RECOGNITION

Few-shot fine-grained classification with Spatial Attentive Comparison

(2021) Xiaoqian Ruan et al.   KNOWLEDGE-BASED SYSTEMS

Multi-Scale Metric Learning for Few-Shot Learning

(2020) Wen Jiang et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Learning to Learn Adaptive Classifier–Predictor for Few-Shot Learning

(2020) Nan Lai et al.   IEEE Transactions on Neural Networks and Learning Systems

Recent advances in convolutional neural networks

(2018) Jiuxiang Gu et al.   PATTERN RECOGNITION

Deep learning

(2015) Yann LeCun et al.   NATURE