Generalizing Pooling Functions in CNNs: Mixed, Gated, and Tree

By Chen-Yu Lee, Patrick W. Gallagher, Zhuowen Tu. 2018

108 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Marc Niethammer
2. Xu Han
3. Zhipeng Ding
4. Peirong Liu
5. Qin Liu

Citations in the corpus

• Stochastic Optimization of Plain Convolutional Neural Networks with Simple Methods (2020, neutral): “[15] (1.69”
• Local Temperature Scaling for Probability Calibration (2020, methodology): “To obtain Ti(x), we borrow the idea of soft decision trees [23] and propose to use a tree-like convolutional neural network [31] to predict Ti(x), which has fewer parameters than a standard convolutional neural network while achieving state-of-the-art performance [31].”