57 citations · 71 across the 4 of their papers we have counts for
4 papers
Super Resolution Using Segmentation-Prior Self-Attention Generative Adversarial Network
Yuxin Zhang, Zuquan Zheng, Roland Hu
Convolutional Neural Network (CNN) is intensively implemented to solve super resolution (SR) tasks because of its superior performance. However, the problem of super resolution is…
Triplet Distillation for Deep Face Recognition
Yushu Feng, Huan Wang, Daniel T. Yi +1
Convolutional neural networks (CNNs) have achieved a great success in face recognition, which unfortunately comes at the cost of massive computation and storage consumption. Many c…
Three Dimensional Convolutional Neural Network Pruning with Regularization-Based Method
Yuxin Zhang, Huan Wang, Yang Luo +4
Despite enjoying extensive applications in video analysis, three-dimensional convolutional neural networks (3D CNNs)are restricted by their massive computation and storage consumpt…
Structured Probabilistic Pruning for Convolutional Neural Network Acceleration
Huan Wang, Qiming Zhang, Yuehai Wang +1
In this paper, we propose a novel progressive parameter pruning method for Convolutional Neural Network acceleration, named Structured Probabilistic Pruning (SPP), which effectivel…