Publications
(* indicates equal contribution)
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Ego4D: Around the World in 3,000 Hours of Egocentric Video
Ego4D Team (authors list here)
CVPR, 2022 (Oral, Best Paper Finalist)
project page / arXiv / code
Area: Egocentric Video Analysis
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A Categorized Reflection Removal Dataset with Diverse Real-world Scenes
Chenyang Lei*, Xuhua Huang*, Chenyang Qi, Yankun Zhao, Wenxiu Sun, Qiong Yan, Qifeng Chen
CVPR Workshop, 2022
project page / arXiv / code
Area: Computational Photography, Physics-based Vision
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EgoAugment: CMU-KLAB Submission to EPIC-Kitchens 2021 Challenge
Xuhua Huang, Ye Yuan, Xingyu Liu, Qichen Fu, Kris M. Kitani
CVPR Workshop, 2021
report / challenge report / challenge page
Area: Egocentric Video Analysis
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Fast Video Object Segmentation with Temporal Aggregation Network and Dynamic Template Matching
Xuhua Huang*, Jiarui Xu*, Yu-Wing Tai, Chi Keung Tang
CVPR, 2020
project page /
arXiv
Area: Segmentation, Motion and Tracking
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Polarized Reflection Removal with Perfect Alignment in the Wild
Chenyang Lei, Xuhua Huang, Mengdi Zhang, Qiong Yan, Wenxiu Sun, Qifeng Chen
CVPR, 2020
project page /
arXiv /
code
Area: Computational Photography, Physics-based Vision, Deep Learning
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Research & Work Experiences
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Meta Platforms, Inc.
Applied Research Scientist in Menlo Park, CA
Aug 2022 - Present | Team: Meta Reality Labs
May 2021 - Aug 2021 | Team: Meta Reality Labs (R&D intern)
Topic: 3D Reconstruction, AR/VR Tech
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Argo AI
Research Collaborator in Pittsburgh, PA
Aug 2021 - May 2022 | Advisor: Prof. Deva Ramanan (A paper is in submission)
Topic: Lidar Panoptic Segmentation, Autonomous Driving
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SenseTime Group Limited
Research Intern in Hong Kong
Feb 2020 - Dec 2020 | Advisor: Dr. Qiong Yan
Mar 2019 - Nov 2019 | Advisor: Prof. Qifeng Chen
Topic: Image Auto Cropping, Reflection Removal, Low-level Vision
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Palo Alto Networks
SWE Intern in Mountain View, CA
Sep 2018 - Jun 2019 | Advisor: Dr. May Wang and Ran Xia
Topic: Big Data Analytics, Cloud Development
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Tencent YouTu Lab
Research Intern in Shenzhen
May 2018 - Aug 2018 | Advisor: Prof. Yu-Wing Tai
Topic: Object Detection, Network Pruning
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Microsoft Corporation
SWE Intern in Hong Kong
May 2017 - Aug 2017
Topic: Artificial Intelligence, SQL Database, Azure Development
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HKUST Robotics Institute
Research Assistant in Hong Kong
Dec 2016 - Sep 2017 | Advisor: Prof. Kam Tim Woo
Topic: Intelligent Car Design and Development
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Professional Activities
Reviewer: The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR)
Reviewer: The International Conference on Computer Vision (ICCV)
Reviewer: The European Conference on Computer Vision (ECCV)
Reviewer: The IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
Reviewer: IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
Reviewer: IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
Reviewer: IEEE Transactions on Image Processing (TIP)
Reviewer: IEEE Transactions on Multimedia (TMM)
Reviewer: IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
Reviewer: Signal Processing (Elsevier)
Reviewer: Neural Networks (Elsevier)
Reviewer: IEEE Signal Processing Letters
Reviewer: IEEE Transactions on Big Data
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