1 citations · 1 across the 2 of their papers we have counts for
4 papers
Learning DNN networks using un-rectifying ReLU with compressed sensing application
Wen-Liang Hwang, Shih-Shuo Tung
The un-rectifying technique expresses a non-linear point-wise activation function as a data-dependent variable, which means that the activation variable along with its input and ou…
Deep Representation with ReLU Neural Networks
Andreas Heinecke, Wen-Liang Hwang
We consider deep feedforward neural networks with rectified linear units from a signal processing perspective. In this view, such representations mark the transition from using a s…
Link Delay Estimation Using Sparse Recovery for Dynamic Network Tomography
Hao-Ting Wei, Sung-Hsien Hsieh, Wen-Liang Hwang +2
When the scale of communication networks has been growing rapidly in the past decades, it becomes a critical challenge to extract fast and accurate estimation of key state paramete…
A Theorem on Multi-Objective Optimization Approach for Bit Allocation of Scalable Coding
Wen-Liang Hwang
In the current work, we have formulated the optimal bit-allocation problem for a scalable codec of images or videos as a constrained vector-valued optimization problem and demonstr…