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Yang Liu

PhD student

MIT CSAIL

Biography

Yang Liu is a PhD student at MIT CSAIL, advised by Prof. Frédo Durand. He emphasizes on computational imaging and photography combined with compressive sensing and machine learning techniques. His current interests include non-line-of-sight imaging and high-throughput imaging.

Prior to this, he spent a wonderful time as a master student at the Broadband and Digital Media Lab, Department of Automation, Tsinghua University, advised by Prof. Qionghai Dai. He also worked closely with Prof. Jinli Suo.

Interests

  • Computational Imaging
  • Computational Photography
  • Compressive Sensing
  • Machine Learning

Education

  • PhD in Electrical Engineering and Computer Science, 2019 - present

    Massachusetts Institute of Technology, Cambridge, MA, USA

  • MEng in Control Science and Engineering, 2016 - 2019

    Tsinghua University, Beijing, China

  • BEng in Automation, 2012 - 2016

    Tsinghua University, Beijing, China

Publications

(2020). Plug-and-Play Algorithms for Large-Scale Snapshot Compressive Imaging. in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) [Oral], 1447-1457.

project pdf code supp arXiv doi bibtex

(2019). Rank Minimization for Snapshot Compressive Imaging. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 41 (12), 2990-3006.

project pdf code supp arXiv doi bibtex

(2019). Snapshot Compressive Volumetric Light-sheet Microscopy. in OSA Biophotonics Congress, Bio-Optics: Design and Application (BODA), JW5A.5.

project pdf slides doi bibtex