Jinpeng Chen

Jinpeng Chen

Ph.D. Candidate

City University of Hong Kong

Biography

Hello, I’m Jinpeng Chen (陈锦芃), a third-year Ph.D. Candidate in the Computer Science Department at City University of Hong Kong. My advisors are Prof. Sam Kwong (IEEE Fellow), Prof. Horace Ho Shing Ip, and Prof. Runmin Cong. My research focuses on deep learning and computer vision, specifically image segmentation and continual learning.

Interests
  • Deep Learning
  • Computer Vision
  • Image Segmentation
  • Continual Learning
Education
  • Ph.D. in Computer Science, 2021.09~2025.08

    City University of Hong Kong

  • B.Eng. in Electronic Information Science and Technology, 2017.09~2021.06

    Beijing University of Posts and Telecommunications

Publications

(2024). Strike a Balance in Continual Panoptic Segmentation. ECCV.

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(2024). Query-guided Prototype Evolution Network for Few-Shot Segmentation. IEEE Transactions on Multimedia.

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(2023). KepSalinst: Using Peripheral Points to Delineate Salient Instances. IEEE Transactions on Cybernetics.

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(2023). SDDNet: Style-guided Dual-layer Disentanglement Network for Shadow Detection. ACM MM.

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