Education

• B.S. Guangdong University of Technology (2018-2022)
  • School of Information Engineering
• M.S. Guangdong University of Technology (2022-present)
  • School of Information Engineering
  • Supervisor: Yukai Shi

Work experience

• The Chinese University of Hong Kong，Shenzhen (2022.06-2022.09)
  • Research Assistant
  • Duties included: Text to motion generation
  • Supervisor: Ruimao Zhang

Publication

• CrossDehaze: Scaling Up Image Dehazing with Cross-Data Vision Alignment and Augmentation
  Yukai Shi, Zhipeng Weng, Yupei Lin, Cidan Shi, Xiaojun Yang, Liang Lin
  arxiv (arxiv) 2024 [PDF][Code]

• Diff-Mosaic: Augmenting Realistic Representations in Infrared Small Target Detection via Diffusion Prior
  Yukai Shi, Yupei Lin, Pengxu Wei, Xiaoyu Xian, Tianshui Chen, Liang Lin
  IEEE Transactions on Geoscience and Remote Sensing (TGRS) 2024 [PDF][Code]

• SIRST-5K: Exploring Massive Negatives Synthesis with Self-supervised Learning for Robust Infrared Small Target Detection
  Yahao Lu, Yupei Lin, Han Wu, Xiaoyu Xian, Yukai Shi, Liang Lin
  IEEE Transactions on Geoscience and Remote Sensing (TGRS) 2024 [PDF][Code]

• Thermal infrared image colorization on nighttime driving scenes with spatially-correlated learning
  Lianpei Wu, Yukai Shi, Yupei Lin, Zhenwei Huang, Xiaoyu Xian
  Journal of Electronic Imaging 2024

• MirrorDiffusion: Stabilizing Diffusion Process in Zero-shot Image Translation by Prompts Redescription and Beyond
  Yupei Lin, Xiaoyu Xian, Yukai Shi, Liang Lin
  IEEE Signal Processing Letters (IEEE SPL), 2023. [PDF][Project]

• Exploring Negatives in Contrastive Learning for Unpaired Image-to-Image Translation
  Yupei Lin, Sen Zhang, Tianshui Chen, Yongyi Lu, Guangping Li, Yukai Shi
  ACM International Conference on Multimedia (ACM MM), 2022. [PDF][Code]

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