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Pixel-Wise Prediction based Visual Odometry via Uncertainty Estimation


Aug 18, 2022
Hao-Wei Chen, Ting-Hsuan Liao, Hsuan-Kung Yang, Chun-Yi Lee


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Investigation of Factorized Optical Flows as Mid-Level Representations


Mar 10, 2022
Hsuan-Kung Yang, Tsu-Ching Hsiao, Ting-Hsuan Liao, Hsu-Shen Liu, Li-Yuan Tsao, Tzu-Wen Wang, Shan-Ya Yang, Yu-Wen Chen, Huang-Ru Liao, Chun-Yi Lee

* Ting-Hsuan Liao, Hsu-Shen Liu, Li-Yuan Tsao, Tzu-Wen Wang, and Shan-Ya Yang contributed equally to this work, names listed in alphabetical order; This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Mixture of Step Returns in Bootstrapped DQN


Jul 16, 2020
Po-Han Chiang, Hsuan-Kung Yang, Zhang-Wei Hong, Chun-Yi Lee


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Exploration via Flow-Based Intrinsic Rewards


May 24, 2019
Hsuan-Kung Yang, Po-Han Chiang, Min-Fong Hong, Chun-Yi Lee


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Never Forget: Balancing Exploration and Exploitation via Learning Optical Flow


Jan 24, 2019
Hsuan-Kung Yang, Po-Han Chiang, Kuan-Wei Ho, Min-Fong Hong, Chun-Yi Lee


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Virtual-to-Real: Learning to Control in Visual Semantic Segmentation


Oct 28, 2018
Zhang-Wei Hong, Chen Yu-Ming, Shih-Yang Su, Tzu-Yun Shann, Yi-Hsiang Chang, Hsuan-Kung Yang, Brian Hsi-Lin Ho, Chih-Chieh Tu, Yueh-Chuan Chang, Tsu-Ching Hsiao, Hsin-Wei Hsiao, Sih-Pin Lai, Chun-Yi Lee

* 7 pages, accepted by IJCAI-18 

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Visual Relationship Prediction via Label Clustering and Incorporation of Depth Information


Sep 09, 2018
Hsuan-Kung Yang, An-Chieh Cheng, Kuan-Wei Ho, Tsu-Jui Fu, Chun-Yi Lee

* Won 2nd place in Person In Context Challenge (ECCV 2018 workshop) 

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Dynamic Video Segmentation Network


Jun 14, 2018
Yu-Syuan Xu, Tsu-Jui Fu, Hsuan-Kung Yang, Chun-Yi Lee

* CVPR 2018 

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