Chi-Heng Lin

Chi-Heng Lin

ECE Ph.D. student

Georgia Institute of Technology

Biography

Chi-Heng is an ECE PhD student in the NerDS Lab at GeorgiaTech, led by Dr. Eva L Dyer. His research interests include Computational Neuroscience, Deep Learning, and Bayesian Statistics.

Interests
  • Computational Neuroscience
  • Deep Learning
  • Bayesian Statistics
Education
  • PhD in Electrical and Computer Engineering

    Georgia Institute of Technology

  • M.A. in Statistics

    Columbia University

  • B.S. & M.S. in Electrical Engineering

    National Taiwan University

Recent Posts

New paper got accepted in ICML 2022!
New paper got accepted in ICML 2022!
Internship at Ambarella Corp.
Internship at Ambarella Corp.
Pandemic hair style
Pandemic hair style

Recent Publications

(2021). Drop, Swap, and Generate: A Self-Supervised Approach for Generating Neural Activity. NeurIPS 2021 (oral presentation).

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(2021). Bayesian optimization for modular black-box systems with switching costs. UAI 2021.

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(2020). Escaping Saddle Points Faster with Stochastic Momentum. ICLR 2020.

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Honors & Awards

IDEaS-TRIAD Research Scholarship
Scholarship to Study Abroad
M&H Bourne Fellowship
Davis Fellowship (second time)
Davis Fellowship
Presidential Award

Experience

 
 
 
 
 
Research Assistant
Academia Sinica
Jan 2016 – Jul 2016 Taiwan
Development of 3D Video broadcast protocol
 
 
 
 
 
Algorithm Engineer Intern
Jan 2022 – Apr 2022 California
Pedestrian Detection Algorihtm Design for Edge Devices

Skills

Python

90%

Linux

90%

Analysis

70%

Statistics

99%

Sketch

30%

餵食可

30%

Contact