15 citations · 52 across the 24 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
cs.CV2018★ 1 cited
Learning to generate filters for convolutional neural networks
Wei Shen, Rujie Liu
Conventionally, convolutional neural networks (CNNs) process different images with the same set of filters. However, the variations in images pose a challenge to this fashion. In t…
cs.CV2018★ 1 cited
Tackling Early Sparse Gradients in Softmax Activation Using Leaky Squared Euclidean Distance
Wei Shen, Rujie Liu
Softmax activation is commonly used to output the probability distribution over categories based on certain distance metric. In scenarios like one-shot learning, the distance metri…
cs.CV2018
Generating Attention from Classifier Activations for Fine-grained Recognition
Wei Shen, Rujie Liu
Recent advances in fine-grained recognition utilize attention maps to localize objects of interest. Although there are many ways to generate attention maps, most of them rely on so…