2 papers
cs.CV2020
Adaptive Convolution Kernel for Artificial Neural Networks
F. Boray Tek, İlker Çam, Deniz Karlı
Many deep neural networks are built by using stacked convolutional layers of fixed and single size (often 33) kernels. This paper describes a method for training the size o…
cs.CV2018
Learning Filter Scale and Orientation In CNNs
Ilker Cam, F. Boray Tek
Convolutional neural networks have many hyperparameters such as the filter size, number of filters, and pooling size, which require manual tuning. Though deep stacked structures ar…