Yi Liu (刘熠)
[Google Scholar]     [GitHub]   

Ph.D Student at SIAT_MMLAB .

Research Intern at Shanghai AI Laboratory .

Personal Email : yiliu61richard@gmail.com

School Email : yi.liu1@siat.ac.cn

About Me

Currently, I am a Ph.D. student at SIAT_MMLAB in Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences. And I also do the research intern at Shanghai AI Laboratory from 2022. Before that I received a B.Eng. degree in Huazhong University of Science and Technology, Wuhan, China, in 2019. I am advised by Prof. Yu Qiao.My research interests broadly lie in the areas of Video Understanding and Deep Learning, include temporal action detection, video defect detection, long-term video understanding.

Projects

  • 2019.03-2020.06: 基于移动端短视频的精彩瞬间检测 (SIAT & 华为)
  • 2021.04-2021.10: 大规模细粒度时序动作检测 (SIAT & 南大)
  • 2020.06-2022.03: 基于城市管网的视频缺陷检测 (SIAT & 博铭维)
  • 2022.03-2024.06: 视频理解通用模型 (SIAT & Shanghai AI Laboratory)

Publications

VideoPipe-Dect: A Video Defect Detection Dataset and Benchmark for Sewer Pipelines
Yi Liu, Yu Qiao and Yali Wang
IEEE Transactions Multimedia, Under Review
F2S-Net: Learning Frame-To-Segment Prediction for Online Action Detection
Yi Liu, Yu Qiao and Yali Wang
IEEE Transactions Multimedia, Under Review
Clip for Text and Text for Clip: Dual Masked Modeling for Weakly-Supervised Temporal Boundary Discovery
Yi Liu*, Yuer Ma*, Wenxiong Kang, Limin Wang, Yu Qiao and Yali Wang
International Conference on Computer Vision, Under Review
FineAction: A Fine-Grained Video Dataset for Temporal Action Localization
Yi Liu*, Limin Wang*, Yali Wang*, Xiao Ma, and Yu Qiao
IEEE Transactions on Image Processing (T-IP 2022)
[ Project ] [ PDF ] [ Code ]
VideoPipe 2022 Challenge: Real-World Video Understanding for Urban Pipe Inspection
Yi Liu*, Xuan Zhang*, Ying Li, Guixin Liang, et al.
International Conference on Pattern Recognition (ICPR 2022)
[ Project ] [ PDF ] [ Code ]
短视频场景在线起始检测任务及方法研究
李煜堃*, 刘熠*, 周林, 何艾莲, 王亚立, 彭小江, 乔宇
集成技术 (集成技术 2021)
[ PDF ]

Academic Activities

Workshop Organizer

  • 1st Price in ECCV 2022 Ego4D Episodic Memory Challenge, Moment Queries Track
  • 1st Price in ECCV 2022 Ego4D Episodic Memory Challenge, Natural Language Queries Track
  • Organizer of ECCV 2022 DeeperAction Challenge, Track 1: Temporal Action Localization
  • Organizer of ICPR 2022 VideoPipe Challenge, Track 2: Temporal Defect Localization
  • Organizer of ICCV 2021 DeeperAction Challenge, Track 1: Temporal Action Localization
  • Journal Reviewer

  • Neural Networks, Journal of Visual Communication and Image Representation, Pattern Recognition
  • IEEE Transactions on Pattern Analysis and Machine Intelligence