Home＞Faculty＞Liao, Mark Chair Professor


FACULTY
Liao, Mark
Chair Professor
Group:
Office:
Laboratory:
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E-Mail: liao[at]iis.sinica.edu.tw
Learning Experience
Education
  • Ph.D., Electrical Engineering, Northwestern University, United States (1985/9–1990/6)
  • M.S., Electrical Engineering, Northwestern University, United States (1983/9–1985/6)
  • B.S., Physics, National Tsing-Hua University, Taiwan (1977/9–1981/6)

Work Experience
  1. Distinguished Research Fellow, Institute of Information Science, Academia Sinica, Taiwan (2012/9–present)
  2. University Chair Professor , National United University, Taiwan (2012/8–2013/1)
  3. Professor (Joint Appointment), National Cheng Kung University, Department of Electrical Engineering, Taiwan (2011/8–present)
  4. Adjunct Chair Professor, Chung Yuan Christian University, Taiwan (2010/8–present)
  5. Chair Professor, National Chung Hsing University, Taiwan (2009/3–2012/2)
  6. Division Chair, National Science Council, Computer Science and Information Engineering Divsion 2, Taiwan (2008/12–2011/12)
  7. Professor (Joint Appointment), CS, National I-Lan University, Taiwan (2008/2–2009/1)
  8. Advisory board member, Dept. of Computer Science, National Taiwan University of Science and Technology, Taiwan (2006/8–2008/7)
  9. Director, Academia Sinica Computing Center, Academia Sinica, Taiwan (2006/1–2008/2)
  10. Advisory board member, College of Computer Science, National Chiao Tung University, Taiwan (2005/8–2007/7)
  11. Advisory board member, Dept. of Computer Science and Engineering, Yuan-Ze University, Taiwan (2005/7–present)
  12. Advisory board chair, Academia Sinica Computing Center, Taiwan (2005/2–2005/12)
  13. Advisory board member, Council of Research, Development, and Evaluation, The Executive Yuan, Taiwan (2004/8–2008/5)
  14. Advisory board member, Dept. Information and Computer Engineering, Chung-Yuan Christian Universiy, Taiwan (2004/8–present)
  15. Professor (Joint Appointment), Dept. of CIS, National Chiao-Tung University , Taiwan (2003/2–2004/1)
  16. Professor (Joint Appointment), Dept. of CSIE, National Chiao-Tung University, Taiwan (2003/2–present)
  17. Consultant, Institute of Information Industry (III), Taiwan (2002/4–2002/9)
  18. Professor (Joint Appointment), CS, Tung-Hai University, Taiwan (2002/2–2003/7)
  19. Visiting Professor, National Union Institute of Science and Technology, Taiwan (2001/11–2002/11)
  20. Acting Director, Institute of Applied Science and Engineering Research, Academia Sinica, Taiwan (2001/2–2004/1)
  21. Advisory Board Member, Department of Information Management, Council of Research, Development, and Evaluation, The Executive Yuan, Taiwan (2000/5–2004/5)
  22. Research Fellow, Institute of Information Science, Academia Sinica, Taiwan (1998/6–2012/9)
  23. Research Fellow, Academia Sinica, Institute of Information Science, Taiwan (1998/6–2012/1)
  24. Associate Research Fellow, Institute of Information Science, Academia Sinica, Taiwan (1995/3–1998/5)
  25. Assistant Research Fellow, Institute of Information Science, Academia Sinica, Taiwan (1991/7–1995/2)
Research Results
  1. Chien-Yao Wang, I-Hau Yeh, and Hong-Yuan Mark Liao, "YOLOv9: Leaning What You Want to Learn Using Programmable Gradient Information," European Conference on Computer Vision (ECCV), October 2024. (Google Scholar: 1484 cites)
  2. C. Y. Wang, Alexey Bochkovskiy, H. Y. Mark Liao, "YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors," Proc. of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June 2023. (Google Scholar: 9630 cites)
  3. Wen-Li Wei, Jen-Chun Lin, Tyng-Luh Liu, and Hong-Yuan Mark Liao, "Capturing Humans in Motion: Temporal-Attentive 3D Human Pose and Shape Estimation from Monocular Video," IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June 2022. (Google Scholar:101 cites)
  4. C. Y. Wang, H. Y. Mark Liao, Y. H. Wu, P. Y. Chen, J. W. Hsieh, and I. H. Yeh, "CSPNet: A New Backbone that can Enhance Learning Capability of CNN," IEEE International Conference on Computer Vision and Pattern Recognition Workshop (CVPRW) on ``Low power computer vision'', IEEE, Seattle, USA, June 2020. (Google Scholar: 4987 cites)
  5. C. Y. Wang, Alexey Bochkovskiy, H. Y. Mark Liao, "Scaled-YOLOv4: Scaling Cross Stage Partial Network," Proc. of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, pages 13029-13038, IEEE, June 2021 (Google Scholar: 1911 cites)
  6. C.Y. Wang, I. H. Yeh, and H. Y. Mark Liao, "You Only Learn One Representation: Unified Network for Multiple Tasks," arXiv:2015.04206v1, May 2021 (Google Scholar: 754 cites)
  7. Alexey Bochkovskiy, Chien-Yao Wang, and Hong-Yuan Mark Liao, "YOLOv4: Optimal Speed and Accuracy of Object Detection," arXiv:2004.10934vl, number arXiv preprint arXiv:2004.10934, April 2020 (Google Scholar: 19927 cites)
  8. C.-S. Lu, , S.-K. Huang, C.-J. Sze, H.-Y. Mark Liao, "Cocktail watermarking for digital image protection," IEEE Transactions on Multimedia, volume 2, number 4, pages 209-224, December 2000.(Google Scholar:435 cites)
  9. L.-F. Chen, H.-Y. Mark Liao, M.-T. Ko, J.-C. Lin, and G.-J. Yu, "A new LDA-based face recognition system which can solve the small sample size problem," Pattern Recognition, volume 33, number 10, pages 1713-1725, 2000. (Google Scholar:1883 cites)
  10. C.-S Lu, and H.-Y. Mark Liao, "Multipurpose Watermarking for Image Authentication and Protection," IEEE Trans. on Image Processing, volume 10, number 10, pages 1579-1592, October 2001. (Google Scholar:655 cites)
  11. C.-S Lu and H.-Y. Mark Liao, "Structural Digital Signature for Image Authentication: An Incidental resistant Scheme," IEEE Transactions on Multimedia, volume 5, number 2, pages 161-173, June 2003. (Google Scholar:546 cites)
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