Bio
I am a research scientist at Facebook AI Applied Research(FAIAR). I completed my Ph.D. at UNC Chapel Hill with Prof. Alex C. Berg on 2019 May. From Oct. 2011 to Jun. 2014, I worked as a research assistant at Academia Sinica in Taiwan with Dr. Tyng-Luh Liu. In 2010, I received my B.S. and M.S. in Computer Science from National Tsing Hua University under the supervision of Prof. Ren-Song Tsay. My previously research interests were multi-core simulation and embedded system, but now I am more interested in and totally committed to computer vision and deep learning.
Google Scholar, Resume
Experience
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2020-09 ~ Now | Research Scientist |
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2014-08 ~ 2019-06 | Research Assistant / Ph.D. Student |
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2018-05 ~ 2018-08 | Research Intern |
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2017-05 ~ 2017-08 | Software Engineer Intern |
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2016-05 ~ 2016-08 | Research Scientist Intern |
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2011-10 ~ 2011-08 | Research Assistant |
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2004-09 ~ 2010-06 | B.S and M.S. |
Conference and Workshop Publications
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IMP: Instance Mask Projection for High Accuracy Semantic Segmentation of Things
[arXiv]
Cheng-Yang Fu, Tamara L. Berg, and Alexander C. Berg ICCV 2019 |
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RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for free
[arXiv]
[github]
Cheng-Yang Fu, Mykhailo Shvets, and Alexander C. Berg arXiv preprint arXiv:1901.03353 |
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Target Driven Instance Detection
[arXiv]
[github]
Phil Ammirato, Cheng-Yang Fu, Mykhailo Shvets, Jana Kosecka and Alexander C. Berg arXiv preprint arXiv:1803.04610 |
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Video Highlight Prediction Using Audience Chat Reactions
[arXiv]
[Code/Dataset]
Cheng-Yang Fu, Joon Lee, Mohit Bansal and Alexander C. Berg EMNLP 2017 |
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DSSD : Deconvolutional Single Shot Detector
[arXiv]
[demo]
Cheng-Yang Fu*, Wei Liu*, Ananth Ranga, Ambrish Tyagi, and Alexander C. Berg arXiv preprint arXiv:1701.06659, *=Equal Contribution |
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Fast Single Shot Detection and Pose Estimation
[arXiv]
Patrick Poirson, Phil Ammirato, Cheng-Yang Fu, Wei Liu, Jana Kosecka, and Alexander C. Berg 3DV 2016 |
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SSD: Single Shot MultiBox Detector
[arXiv]
[code]
Wei Liu, Dragomir Anguelov, Dumitru Erhan, Christian Szegedy, Scott Reed, Cheng-Yang Fu, and Alexander C. Berg ECCV 2016 (oral) |
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Attacking the One-Out-Of-m Multicore Problem by Combining Hardware Management with Mixed-Criticality Provisioning
[pdf]
[longer version pdf]
Namhoon Kim, Bryan C. Ward, Micaiah Chisholm, Cheng-Yang Fu, James H. Anderson, and F. Donelson Smith. RTAS 2016 Outstanding Paper Award and Best Student Paper Award |
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A High-Parallelism Distributed Scheduling Mechanism for Multi-Core Instruction-Set Simulation
[pdf]
Meng-Huan Wu, Peng-Chih Wang, Cheng-Yang Fu, and Ren-Song Tsay DAC 2011 |
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A Shared-Variable-Based Synchronization Approach to Efficient Cache Coherence Simulation for Multi-Core Systems
[pdf]
Cheng-Yang Fu, Meng-Huan Wu, and Ren-Song Tsay DATA 2011 |
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An Effective Synchronization Approach for Fast and Accurate Multi-core Instruction-set Simulation
[pdf]
Meng-Huan Wu, Cheng-Yang Fu, Peng-Chih Wang, and Ren-Song Tsay EMSOFT 2009 |
Professional Services
- 2020 ECCV reviewer
- 2020 CVPR reviewer
- 2019 ICCV reviewer
- 2019 IROS reviewer
- 2019 CVPR reviewer
- 2018 ACCV reviewer
- 2018 CVPR reviewer