Meta-Learning with Network Pruning

no code implementations • ECCV 2020 • Hongduan Tian, Bo Liu, Xiao-Tong Yuan, Qingshan Liu

To remedy this deficiency, we propose a network pruning based meta-learning approach for overfitting reduction via explicitly controlling the capacity of network.

Few-Shot Learning Network Pruning

Meta-Learning with Network Pruning for Overfitting Reduction

no code implementations • 25 Sep 2019 • Hongduan Tian, Bo Liu, Xiao-Tong Yuan, Qingshan Liu

Meta-Learning has achieved great success in few-shot learning.

Few-Shot Learning Network Pruning