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Publication search results
found 157 matches
- 2024
- Shih-Shuo Tung, Ming-Yu Chung, Jinn Ho, Wen-Liang Hwang
:
Global Convergence in Learning Fully-Connected ReLU Networks Via Un-rectifying Based on the Augmented Lagrangian Approach. J. Sci. Comput. 99(3): 82 (2024) - Wen-Liang Hwang:
Generalization bounds for regression and classification on adaptive covering input domains. CoRR abs/2407.19715 (2024) - 2023
- Ting-Chia Hsu, Wen-Li Chen
, Gwo-Jen Hwang
:
Impacts of interactions between peer assessment and learning styles on students' mobile learning achievements and motivations in vocational design certification courses. Interact. Learn. Environ. 31(3): 1351-1363 (2023) - Shih-Shuo Tung, Ming-Yu Chung, Jinn Ho, Wen-Liang Hwang:
Un-Rectifying in ReLU Networks and Applications. APSIPA ASC 2023: 1628-1635 - Wen-Liang Hwang:
Representation and decomposition of functions in DAG-DNNs and structural network pruning. CoRR abs/2306.09707 (2023) - 2022
- Li-Yueh Chen, Bo Hsiao, Wenli Hwang:
Continuance usage of mobile SMS: the moderating role of habit. Int. J. Mob. Commun. 20(1): 73-104 (2022) - Wen-Liang Hwang, Shih-Shuo Tung:
Analysis of function approximation and stability of general DNNs in directed acyclic graphs using un-rectifying analysis. CoRR abs/2206.05997 (2022) - Jinn Ho, Wen-Liang Hwang:
Deriving RIP sensing matrices for sparsifying dictionaries. CoRR abs/2207.05381 (2022) - 2021
- Jinn Ho, Wen-Liang Hwang
:
Ambiguity and sensitivity in imprecise dictionaries for compressed sensing. Signal Process. 178: 107756 (2021) - Wen-Liang Hwang
, Jinn Ho:
Null Space Component Analysis of One-Shot Single-Channel Source Separation Problem. IEEE Trans. Signal Process. 69: 2233-2251 (2021) - Shih-Shuo Tung, Wen-Liang Hwang:
Un-rectifying ReLU Deep Neural Network in Compressed Sensing Recovery. ICCE-TW 2021: 1-2 - Wen-Liang Hwang, Shih-Shuo Tung:
Learning DNN networks using un-rectifying ReLU with compressed sensing application. CoRR abs/2101.06940 (2021) - 2020
- Andreas Heinecke
, Jinn Ho, Wen-Liang Hwang
:
Refinement and Universal Approximation via Sparsely Connected ReLU Convolution Nets. IEEE Signal Process. Lett. 27: 1175-1179 (2020) - Wen-Liang Hwang
, Andreas Heinecke:
Un-Rectifying Non-Linear Networks for Signal Representation. IEEE Trans. Signal Process. 68: 196-210 (2020) - 2019
- Wen-Liang Hwang
, Chia-Chen Lee
, Guan-Ju Peng
:
Multi-Objective Optimization and Characterization of Pareto Points for Scalable Coding. IEEE Trans. Circuits Syst. Video Technol. 29(7): 2096-2111 (2019) - Wen-Liang Hwang
, Ping-Tzan Huang
, Bo-Chen Kung
, Jinn Ho, Tai-Lang Jong:
Frame-Based Sparse Analysis and Synthesis Signal Representations and Parseval K-SVD. IEEE Trans. Signal Process. 67(12): 3330-3343 (2019) - Andreas Heinecke, Wen-Liang Hwang:
Deep Representation with ReLU Neural Networks. CoRR abs/1903.12384 (2019) - 2018
- Chao-Ming Hwang, Miin-Shen Yang, Wen-Liang Hung:
New similarity measures of intuitionistic fuzzy sets based on the Jaccard index with its application to clustering. Int. J. Intell. Syst. 33(8): 1672-1688 (2018) - Changchen Zhao
, Wen-Liang Hwang
, Chun-Liang Lin, Weihai Chen:
Greedy orthogonal matching pursuit for subspace clustering to improve graph connectivity. Inf. Sci. 459: 135-148 (2018) - Wen-Liang Hwang
, Keng-Shih Lu, Jinn Ho:
Constrained Null Space Component Analysis for Semiblind Source Separation Problem. IEEE Trans. Neural Networks Learn. Syst. 29(2): 377-391 (2018) - Ping-Tzan Huang, Wen-Liang Hwang, Tai-Lang Jong:
Learning Parseval Frames for Sparse Representation with Frame Perspective. ICIP 2018: 3868-3872 - Wenli Hwang, Houn-Gee Chen:
Assessment of Risk Interdependencies on Information System Development Projects. KMO 2018: 355-367 - Wen-Liang Hwang, Ping-Tzan Huang, Tai-Lang Jong:
Frame-based Sparse Analysis and Synthesis Signal Representations and Parseval K-SVD. CoRR abs/1801.01959 (2018) - Hao-Ting Wei, Sung-Hsien Hsieh, Wen-Liang Hwang, Chung-Shou Liao, Chun-Shien Lu:
Link Delay Estimation Using Sparse Recovery for Dynamic Network Tomography. CoRR abs/1812.00369 (2018) - 2017
- Chia-Jung Chang, Ming-Hua Chang, Bing-Cheng Chiu, Chen-Chung Liu, Shih-Hsun Fan Chiang, Cai-Ting Wen, Fu-Kwun Hwang, Ying-Tien Wu, Po-Yao Chao, Chia-Hsi Lai, Su-Wen Wu, Chih-Kang Chang, Wenli Chen
:
An analysis of student collaborative problem solving activities mediated by collaborative simulations. Comput. Educ. 114: 222-235 (2017) - Shih-Shuo Tung, Wen-Liang Hwang
:
Multiple depth layers and all-in-focus image generations by blurring and deblurring operations. Pattern Recognit. 69: 184-198 (2017) - Chia-Chen Lee, Wen-Liang Hwang
:
Mixture of Gaussian Blur Kernel Representation for Blind Image Restoration. IEEE Trans. Computational Imaging 3(4): 783-797 (2017) - Hao-Chiang Shao
, Wen-Liang Hwang:
Deriving 3D shape properties by using backward wavelet remesher. GlobalSIP 2017: 191-195 - Shih-Shuo Tung, Hao-Chiang Shao
, Wen-Liang Hwang:
Extending depth of field in noisy light field photography. iCAST 2017: 127-131 - 2016
- Changchen Zhao, Wen-Liang Hwang
, Chun-Liang Lin, Weihai Chen:
Improved optimization algorithm for proximal point-based dictionary updating methods. J. Electronic Imaging 25(5): 053036 (2016)
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