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Ph.D.
  1. Ph.D., ***** Yang, "Deep Feature Learning for Fast and Efficient Regression Application", CSIE, NTU (2014/09–2019/07)
  2. Ph.D., ***** Hsu, "Visual Attention-getting Object Discovery via Learning Weakly Supervised CNNs", CSIE, NTU (2014/09–2019/07)
  3. Ph.D., ***** Tsai, "Image Co-saliency Detection: Novel Approaches with Convex Optimization and Deep Neural Networks", Electrical Engineering, Texas A&M University (–2018/08)
  4. Ph.D., ***** Lin, "Human Action Recognition based on Probabilistic Graphical Models", INM/NTU (–2016/01), Ph.D. Thesis Award, Institute of Information & Computing Machinery (IICM)
M.S.
  1. M.S., ***** Yang, "Soft Ranking Losses for Deep Image Similarity Estimation", INM, NTU (2017/09–2019/07)
  2. M.S., ***** Huang, "Weakly Supervised Video Re-localization of Action Segments with Multiscale Attention Model", Data Science Degree Program, NTU & Sinica (2017/09–2019/07)
  3. M.S., ***** Liao, "Deep Video Frame Interpolation using Cyclic Frame Generation", CSIE, NTU (2016/09–2018/07)
  4. M.S., ***** Hsu, "Distilling from the Past: Self-Distillation by Using Epoch Regularization", CSIE/NTU (2015/09–2017/06)
  5. M.S., ***** Shih, "Deep Co-occurrence Feature Learning for Visual Object Recognition", CSIE/NTU (2015/09–2017/06), Master Thesis Award, The Chinese Image Processing and Pattern Recognition Society; Master Thesis Award, Institute of Information & Computing Machinery (IICM)
  6. M.S., ***** Hu, "DescriptorBoost: An Unsupervised Approach to Fusing Multiple Descriptors in the Homography Space", CSIE/NTU (2013/08–2015/06)
  7. M.S., ***** Tsai, "Patch Match with Multiple Descriptors for Scene Alignment", CSIE/NTU (2013/06–2014/12)
  8. M.S., ***** Lin, "An Efficient Temporal Model for Action Recognition Using Multivariate Linear Prediction", GICE/NTU (2011/07–2012/06), Best Master Thesis Award, Institute of Information & Computing Machinery (IICM)
  9. M.S., ***** Wang, "Anomaly Detection Localization via Foreground Motion Information", GICE/NTU (2011/07–2012/06)
  10. M.S., ***** Hsu, "Augmented Multiple Instance Regression for Inferring Object Contours within Bounding Boxes", INM/NTU (2011/04–2013/06)
 
 
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