APSIPA Transactions on Signal and Information Processing > Vol 11 > Issue 1

Special Issue - Deep Neural Networks: Representation, Interpretation, and Applications

Edited by:
Li-Wei Kang, National Taiwan Normal University, Taiwan, lwkang@ntnu.edu.tw Chia-Hung Yeh, National Taiwan Normal University, Taiwan, chyeh@ntnu.edu.tw

Deep Neural Networks: Representation, Interpretation, and Applications

Published: 05 Apr 2022

Volume 11, Issue 1

Editorial for the Special Issue on Deep Neural Networks

 Li-Wei Kang  |  Chia-Hung Yeh
Volume 11, Issue 1

Self-Supervised Intrinsic Image Decomposition Network Considering Reflectance Consistency

 Yuma Kinoshita  |  Hitoshi Kiya
Volume 11, Issue 1

Bridging Gap between Image Pixels and Semantics via Supervision: A Survey

 Jiali Duan  |  C.-C. Jay Kuo
Volume 10, Issue 1

Cross-layer knowledge distillation with KL divergence and offline ensemble for compressing deep neural network

 Hsing-Hung Chou  |  Ching-Te Chiu  |  Yi-Ping Liao
Volume 10, Issue 1

TGHop: an explainable, efficient, and lightweight method for texture generation

 Xuejing Lei  |  Ganning Zhao  |  Kaitai Zhang  |  C.-C. Jay Kuo
Volume 10, Issue 1

Two-stage pyramidal convolutional neural networks for image colorization

 Yu-Jen Wei  |  Tsu-Tsai Wei  |  Tien-Ying Kuo  |  Po-Chyi Su
Volume 10, Issue 1

Robust deep convolutional neural network against image distortions

 Liang-Yao Wang  |  Sau-Gee Chen  |  Feng-Tsun Chien