Henry (Yuhao) Zhou

I have recently finished my undergraduate study at University of Toronto. and joined Facebook AI Research as an AI Resident working with Michael Auli and Alexei Baevski on unsupervised speech pretraining.

As an undergraduate student, my focus of study are machine learning, software engineering and system control. Since January in 2017, I have been working as an undergraduate research assistant under the supervision of Prof. Sanja Fidler and Prof. Jimmy Ba on computer vison and reinforcement learning projects.

Before I worked as a research assistant, I primarily spent my time on various software engineering internships. During which period, I gained strong coding skills through in-depth experience on large-scale engineering projects.

CV  /  LinkedIn  /  GitHub  /  Google Scholar

Address:
RM1801, 24 Wellesley St. West
Toronto, Canada. M4Y 2X6

Email:
henryzhou-at-cs-dot-toronto-dot-edu
henry-dot-zhou-at-mail-dot-utoronto-dot-ca

Education

University of Toronto
Faculty of Applied Science and Engineering
Bachelor of Applied Science
      Specialist in Electrical and Computer Engineering
      with Robotics and Mechatronics Minor

Graduated with High Honour in June, 2019.
Summa Cum Laude

Cumulative GPA: 3.92 / 4.00

Research

I am broadly interested in machine learning, deep learning and its application in computer vision, natural language processing, speech, and locomotion control. (* Denotes equal contribution.)

wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations
Alexei Baevski, Henry Zhou, Abdelrahman Mohamed, Michael Auli
arxiv, 2020
Abstract / Bibtex / Arxiv /

Learning to Simulate Dynamic Environments with GameGAN
Seung Wook Kim, Yuhao Zhou, Jonah Philion, Antonio Torralba, Sanja Fidler
Computer Vision and Pattern Recognition (CVPR), 2020
Abstract / Bibtex / Project Web / Live Demos
Media: Nvidia Twitter / Blog Post / YouTube Explained / Two Minute Papers /

Neural Graph Evolution: Automatic Robot Design
Yuhao Zhou*, Tingwu Wang*, Sanja Fidler, Jimmy Ba
International Conference on Learning Representations, 2019
Abstract / Bibtex / Open Review / Codes / Project Web /

Now You Shake Me: Towards Automatic 4D Cinema
Yuhao Zhou, Makarand Tapaswi, Sanja Fidler
Computer Vision and Pattern Recognition (CVPR), 2018 (Spotlight)
Abstract / Bibtex / Project Web / PDF / CVPR Spotlight / Poster
Media: UofT News / CBC Radio News / Inquisitr News

Industry Experience

Please email me for more details of the experience.

prl

Facebook AI Research
AI Resident
Menlo Park, CA
August, 2019 -

AI research team. Natural Language Processing and Speech Team.
Working with Michael Auli and Alexei Baevski on unsupervised speech pretraining algorithms.

prl

Nvidia Corporation
Research Intern
Toronto, Canada
January, 2019 - July, 2019

AI research team.
Under the supervison of Prof. Sanja Fidler and Prof. Antonio Torralba, working on Computer Vision projects.
Research project on Generative Adversarial Networks (GAN) and Game Simulation.

prl

Intel PSG
PEY (Professional Experience Year) Intern
San Jose, CA
May, 2017 - December, 2017

Participated in software development in Quartus high-level synthesis group.
Engaged in large-scale C++ programming projects on software backward compatibility.
Enhanced customers' usability to use pre-compiled products to compile on latest Quartus software. (Perl)

prl

Oracle Corp.
R&D Intern
Beijing, China
June, 2015 - Aug, 2015

Worked in R&D department cloud computing group.
Exposure to cloud-computing architecture and networking.
Utilized integrated tools to manage cloud-computing resources and services for the entire R&D department.

Projects

Some side/course projects I participated.

Towards a Practical sEMG Gesture Recognition System
Sebastian Kmiec*, Yuhao Zhou*
Supervisor: Stark Draper
University of Toronto 4th-year Capstone Project, 2019
John Senders Award (1 Team across all engineering disciplines' designs)
Selected as Distinction (Top 5% among the entire student groups).
Abstract / UofT News / Mid-term Presentation / Poster /
Final Report Documentation /


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