Weighted residuals for very deep networks

• Published in: 2016 3rd International Conference on Systems and Informatics (ICSAI) pp. 936 - 941
• Main Authors: Falong Shen, Rui Gan, Gang Zeng
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.11.2016
• Subjects: Computational modeling; Convergence; Convolution; Graphics processing units; Road transportation; Stochastic processes; Training

Deep residual networks have recently shown appealing performance on many challenging computer vision tasks. However, the original residual structure still has some defects making it difficult to converge on very deep networks. In this paper, we introduce a weighted residual network to address the in...