RelGAN: Multi-Domain Image-to-Image Translation via Relative Attributes

Aug 20, 2019
Po-Wei Wu, Yu-Jing Lin, Che-Han Chang, Edward Y. Chang, Shih-Wei Liao

* Accepted to ICCV 2019 

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Effective Medical Test Suggestions Using Deep Reinforcement Learning

May 31, 2019
Yang-En Chen, Kai-Fu Tang, Yu-Shao Peng, Edward Y. Chang


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G2R Bound: A Generalization Bound for Supervised Learning from GAN-Synthetic Data

May 29, 2019
Fu-Chieh Chang, Hao-Jen Wang, Chun-Nan Chou, Edward Y. Chang


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KG-GAN: Knowledge-Guided Generative Adversarial Networks

May 29, 2019
Che-Han Chang, Chun-Hsien Yu, Szu-Ying Chen, Edward Y. Chang

* Submitted to NeurIPS 2019. The supplementary material can be found at https://www.csie.ntu.edu.tw/~b00902029/KGGAN_Supp.pdf 

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BRIEF: Backward Reduction of CNNs with Information Flow Analysis

Nov 01, 2018
Yu-Hsun Lin, Chun-Nan Chou, Edward Y. Chang

* IEEE Artificial Intelligence and Virtual Reality (IEEE AIVR) 2018 

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MBS: Macroblock Scaling for CNN Model Reduction

Sep 18, 2018
Yu-Hsun Lin, Chun-Nan Chou, Edward Y. Chang

* 8 pages 

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BDA-PCH: Block-Diagonal Approximation of Positive-Curvature Hessian for Training Neural Networks

Feb 20, 2018
Sheng-Wei Chen, Chun-Nan Chou, Edward Y. Chang

* Correct the author's name 

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Distributed Training Large-Scale Deep Architectures

Aug 10, 2017
Shang-Xuan Zou, Chun-Yen Chen, Jui-Lin Wu, Chun-Nan Chou, Chia-Chin Tsao, Kuan-Chieh Tung, Ting-Wei Lin, Cheng-Lung Sung, Edward Y. Chang


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Representation Learning on Large and Small Data

Jul 25, 2017
Chun-Nan Chou, Chuen-Kai Shie, Fu-Chieh Chang, Jocelyn Chang, Edward Y. Chang

* Book chapter 

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Errata: Distant Supervision for Relation Extraction with Matrix Completion

Nov 17, 2014
Miao Fan, Deli Zhao, Qiang Zhou, Zhiyuan Liu, Thomas Fang Zheng, Edward Y. Chang


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