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Technical University of Munich
Technical University of Munich

Picture of Yuning Cui

Yuning Cui

Technical University of Munich

Informatics 6 - Chair of Robotics, Artificial Intelligence and Real-time Systems (Prof. Knoll)

  • Office hours: By appointment
  • Room: 5607.03.059
  • yuning.cui(at)tum.de

Curriculum Vitae

I am a Ph.D. candidate under the supervision of Prof. Knoll since 2021. Previously, I obtained my master degree from National University of Defense Technology, China, in Dec. 2018 and bachelor degree from Central South University, China, in Jul. 2016.

I mainly focus on low-level vision tasks, such as denoising, dehazing, desnowing, deraining, deblurring, etc.

Thesis Topic

If you are interested in any low-level vision tasks, please contact me indicating your background and skills.

Professional Activities

  • Conference Reviewer: ECAI, NeurIPS, ICLR
  • Journal Reviewer: KBS

Publications

  • Cui, Yuning; Knoll, Alois: PSNet: Towards Efficient Image Restoration with Self-Attention. IEEE Robotics and Automation Letters, 2023 more… BibTeX
  • Cui, Yuning; Tao, Yi; Ren, Wenqi; Knoll, Alois: Dual-domain Attention for Image Deblurring. Association for the Advancement of Artificial Intelligence, AAAI, 2023 more… BibTeX
  • Cui, Yuning; Ren, Wenqi; Yang, Sining; Cao, Xiaochun; Knoll, Alois: IRNeXt: Rethinking Convolutional Network Design for Image Restoration. International Conference on Machine Learning, ICML, 2023 more… BibTeX
  • Cui, Yuning; Tao, Yi; Jing, Luoxi; Knoll, Alois: Strip Attention for Image Restoration. International Joint Conference on Artificial Intelligence, IJCAI, 2023 more… BibTeX
  • Cui, Yuning; Ren, Wenqi; Cao, Xiaochun; Knoll, Alois: Focal Network for Image Restoration. Proceedings of the IEEE/CVF international conference on computer vision, 2023 more… BibTeX
  • Cui, Yuning; Tao, Yi; Bing, Zhenshan; Ren, Wenqi; Gao, Xinwei; Cao, Xiaochun; Huang, Kai; Knoll, Alois: Selective Frequency Network for Image Restoration. International Conference on Learning Representations, ICLR, 2023 more… BibTeX Full text (mediaTUM)
  • Cui, Yuning; Shi, Dianxi; Zhang, Yongjun; Sun, Qianchong; Xu, Huachi; Jing, Luoxi: Improving Object Detection with Feature Fusion Methods. International Journal on Artificial Intelligence Tools 31 (07), 2022 more… BibTeX Full text ( DOI )
  • Jing, Luoxi; Luo, Jun; Shi, Dianxi; Li, Ruihao; Zhu, Yuqi; Xu, Huachi; Cui, Yuning: Two-stage Local Spatio-temporal Event Filter based on Adaptive Thresholds. 2021 International Joint Conference on Neural Networks (IJCNN), IEEE, 2021 more… BibTeX Full text ( DOI )
  • Cui, Yuning; Shi, Dianxi; Zhang, Yongjun; Sun, Qianchong: IDNet: A Single-Shot Object Detector Based on Feature Fusion. 2020 IEEE 32nd International Conference on Tools with Artificial Intelligence (ICTAI), IEEE, 2020 more… BibTeX Full text ( DOI )
  • Cui, Yuning; Shi, Dianxi; Zhang, Yongjun; Sun, Qianchong: Selective Feature Network for Object Detection. 2020 International Joint Conference on Neural Networks (IJCNN), IEEE, 2020 more… BibTeX Full text ( DOI )
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