2018.03 Received Frederick Emmons Terman Engineering Scholastic Award (Top 5% of entire Stanford Engineering School)
2018.02 Paper accepted as Oral at CVPR2018 (Taskonomy: Disentangling Task Transfer Learning) [website]
2018.02 Admitted to Stanford University CS Ph.D.!
Sep. 2014 - Present, Department of Computer Science, Stanford University,
Undergraduate Student. GPA: 4.00/4.00
Research with Prof. Silvio Savarese
Jun. 2016 - Sep. 2016, Project Fi, Google Inc.,
Real time phone call transcription service
Mentor: Madhu R. Adupala
Aug. 2016 - Sep. 2016, Google Brain, Google Inc.,
Measuring Gradient Descend Batch Variance
Mentor: Alex Davies
Amir R. Zamir, Alexander Sax*, William B. Shen*, Leonidas Guibas, Jitendra Malik, Silvio Savarese. Taskonomy: Disentangling Task Transfer Learning.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Oral 2018
Research on how to learn a set of tasks under optimized total supervision. A broad and comprehensive empirical study of task affinity. A diverse bank of pretrained deep neural networks for 25 different computer vision tasks.
Kuo-Hao Zeng, William B. Shen, De-An Huang, Min Sun, Juan Carlos Niebles. Visual Forecasting by Imitating Dynamics in Natural Sequences.
IEEE International Conference on Computer Vision (ICCV), 2017.
Research on a general framework for visual forecasting, which directly imitates visual sequences by formulating visual forecasting as an inverse reinforcement learning (IRL) problem.
Research on novel feedback network paradigm that offers advantages including early prediction, taxonomic compliance and curriculum-based learning over traditional feedforward counterpart.
CS231A Course Project: William B. Shen, Song Han, Zuozhen Liu. Drone Human Tracking Using Faster RCNN and KCF.
Course project on implementing Faster-RCNN to detect human and KCF to track human on drones. Heavy optimization with frame-rate using TX1/TK1.
Stanford CS106A Graphics Contest Winner (Prof. Mehran Sahami, Autumn 2014)
Probably the nerdest thing I have done...
A weird mash-up of Mario, Galagal, Pacman, Star War, RPG.