4 citations · 6 across the 4 of their papers we have counts for
5 papers
A Channel-Aware Routing Protocol With Nearest Neighbor Regression For Underwater Sensor Networks
Boyu Diao, Chao Li, Qi Wang +2
The underwater acoustic channel is one of the most challenging communication channels. Due to periodical tidal and daily climatic variation, underwater noise is periodically fluctu…
A Distributed SGD Algorithm with Global Sketching for Deep Learning Training Acceleration
LingFei Dai, Boyu Diao, Chao Li +1
Distributed training is an effective way to accelerate the training process of large-scale deep learning models. However, the parameter exchange and synchronization of distributed…
Channel Pruning via Multi-Criteria based on Weight Dependency
Yangchun Yan, Rongzuo Guo, Chao Li +2
Channel pruning has demonstrated its effectiveness in compressing ConvNets. In many related arts, the importance of an output feature map is only determined by its associated filte…
Gated Convolutional Networks with Hybrid Connectivity for Image Classification
Chuanguang Yang, Zhulin An, Hui Zhu +5
We propose a simple yet effective method to reduce the redundancy of DenseNet by substantially decreasing the number of stacked modules by replacing the original bottleneck by our…
Multi-Objective Pruning for CNNs Using Genetic Algorithm
Chuanguang Yang, Zhulin An, Chao Li +2
In this work, we propose a heuristic genetic algorithm (GA) for pruning convolutional neural networks (CNNs) according to the multi-objective trade-off among error, computation and…