Trusting SVM for piecewise linear CNNs

We present a novel layerwise optimization algorithm for the learning objective of Piecewise-Linear Convolutional Neural Networks (PL-CNNs), a large class of convolutional neural networks. Specifically, PL-CNNs employ piecewise linear non-linearities such as the commonly used ReLU and max-pool, and a...

সম্পূর্ণ বিবরণ

গ্রন্থ-পঞ্জীর বিবরন
প্রধান লেখক: Berrada, L, Zisserman, A, Kumar, MP
বিন্যাস: Conference item
ভাষা:English
প্রকাশিত: Curran Associates 2017