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Learned Smartphone ISP on Mobile NPUs with Deep Learning, Mobile AI 2021 Challenge: Report


May 17, 2021
Andrey Ignatov, Cheng-Ming Chiang, Hsien-Kai Kuo, Anastasia Sycheva, Radu Timofte, Min-Hung Chen, Man-Yu Lee, Yu-Syuan Xu, Yu Tseng, Shusong Xu, Jin Guo, Chao-Hung Chen, Ming-Chun Hsyu, Wen-Chia Tsai, Chao-Wei Chen, Grigory Malivenko, Minsu Kwon, Myungje Lee, Jaeyoon Yoo, Changbeom Kang, Shinjo Wang, Zheng Shaolong, Hao Dejun, Xie Fen, Feng Zhuang, Yipeng Ma, Jingyang Peng, Tao Wang, Fenglong Song, Chih-Chung Hsu, Kwan-Lin Chen, Mei-Hsuang Wu, Vishal Chudasama, Kalpesh Prajapati, Heena Patel, Anjali Sarvaiya, Kishor Upla, Kiran Raja, Raghavendra Ramachandra, Christoph Busch, Etienne de Stoutz

* Mobile AI 2021 Workshop and Challenges: https://ai-benchmark.com/workshops/mai/2021/ 

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Network Space Search for Pareto-Efficient Spaces


Apr 22, 2021
Min-Fong Hong, Hao-Yun Chen, Min-Hung Chen, Yu-Syuan Xu, Hsien-Kai Kuo, Yi-Min Tsai, Hung-Jen Chen, Kevin Jou

* CVPR2021 Workshop (Efficient Deep Learning for Computer Vision). Supplementary added 

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Action Segmentation with Mixed Temporal Domain Adaptation


Apr 16, 2021
Min-Hung Chen, Baopu Li, Yingze Bao, Ghassan AlRegib

* Winter Conference on Applications of Computer Vision (WACV) 2020. Website: https://minhungchen.netlify.app/publication/mtda 

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Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation


Mar 18, 2020
Min-Hung Chen, Baopu Li, Yingze Bao, Ghassan AlRegib, Zsolt Kira

* CVPR 2020. Source code: https://github.com/cmhungsteve/SSTDA 

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Interpretable Self-Attention Temporal Reasoning for Driving Behavior Understanding


Nov 06, 2019
Yi-Chieh Liu, Yung-An Hsieh, Min-Hung Chen, Chao-Han Huck Yang, Jesper Tegner, Yi-Chang James Tsai

* Submitted to IEEE ICASSP 2020; Pytorch code will be released soon 

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Temporal Attentive Alignment for Large-Scale Video Domain Adaptation


Sep 15, 2019
Min-Hung Chen, Zsolt Kira, Ghassan AlRegib, Jaekwon Yoo, Ruxin Chen, Jian Zheng

* ICCV 2019 (Oral) camera-ready + supplementary. Code and data: http://github.com/cmhungsteve/TA3N 

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Traffic Sign Detection under Challenging Conditions: A Deeper Look Into Performance Variations and Spectral Characteristics


Aug 29, 2019
Dogancan Temel, Min-Hung Chen, Ghassan AlRegib

* 13 pages, 9 figures, 4 tables. IEEE Transactions on Intelligent Transportation Systems, 2019 

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Image Captioning with Integrated Bottom-Up and Multi-level Residual Top-Down Attention for Game Scene Understanding


Jun 16, 2019
Jian Zheng, Sudha Krishnamurthy, Ruxin Chen, Min-Hung Chen, Zhenhao Ge, Xiaohua Li


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Temporal Attentive Alignment for Video Domain Adaptation


Jun 07, 2019
Min-Hung Chen, Zsolt Kira, Ghassan AlRegib

* CVPR2019 Workshop (Learning from Unlabeled Videos). Source code: http://github.com/cmhungsteve/TA3N 

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Challenging Environments for Traffic Sign Detection: Reliability Assessment under Inclement Conditions


Feb 19, 2019
Dogancan Temel, Tariq Alshawi, Min-Hung Chen, Ghassan AlRegib

* 15 pages, 11 figures, 7 tables 

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TS-LSTM and Temporal-Inception: Exploiting Spatiotemporal Dynamics for Activity Recognition


Mar 30, 2017
Chih-Yao Ma, Min-Hung Chen, Zsolt Kira, Ghassan AlRegib

* 16 pages, 11 figures 

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