Qichen Fu

I am a senior undergraduate student in Computer Science at University of Michigan. My research interests is Computer Vison and Image Processing.

I am an undergraduate researcher in Fessler Research Group, advised by Prof. Jeffrey A. Fessler

I am working as an undergraduate research assistant in Fouhey AI Lab (FAIL), advised by Prof. David Fouhey.

I will work as an instructional aide (IA) of EECS 442: Computer Vision with Prof. Justin Johnson in Winter 2020.

Email  /  CV  /  Github  /  LinkedIn

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Research

I'm interested in computer vision, image processing and optimization. Specifically:

‣ Recognition and understanding in videos and images
‣ Medical image processing using deep learning
‣ 3D shape and pose estimation
‣ Model explanation with math

Project
Show and Tell
Qichen Fu*, Yige Liu*, Zijian Xie*
(equal contribution and listed by alphabetic order)

Final Project for EECS 442: Computer Vision (Winter 2019)
University of Michigan - Ann Arbor
Computer Science Department (CSE)
January 2019 - May 2019

‣ We constructed an Image Caption Generator which is composed of a deep CNN, LSTM RNN and a soft trainable attention module.

pdf / github
Multi-Armed Bandit
Isaac Skinner*, Qichen Fu* and Yujian Liu*
(equal contribution and listed by alphabetic order)

Replication Project for Machine Learning Reading Group
University of Michigan - Ann Arbor
Computer Science Department (CSE)
May 2019 - August 2019

‣ We implemented four different algorithms {Naive, Epsilon- Greedy, Upper Confidence Bound, Thompson Sampling} for Multi-Armed Bandit problem.
‣ We simulated the Multi-Armed Bandit in Python, compared the value and convergence of Cumulative Expected Regret for each method with different number of arms and rounds.

pdf / github / intro presentation / final presentation
Teaching
EECS 442: Computer Vision (Winter 2020) - IA

Instructional Aide (IA) with Prof. Justin Johnson
University of Michigan - Ann Arbor
Computer Science Department (CSE)
January 2020 - April 2020

EECS 442: Computer Vision (Fall 2019) - IA

Instructional Aide (IA) with Prof. David Fouhey
University of Michigan - Ann Arbor
Computer Science Department (CSE)
September 2019 - December 2019

Vv 255: Applied Calculus III (Summer 2018) - TA

Teaching Assistant (TA) with Prof. Jing Liu
Shanghai Jiao Tong University
University of Michigan- Shanghai Jiao Tong University Joint Institute (UM-SJTU JI)
May 2018 - August 2018

Vc 211: Chemistry Lab (Spring 2018) - TA

Teaching Assistant (TA) with Prof. Thomas Hamade
Shanghai Jiao Tong University
University of Michigan- Shanghai Jiao Tong University Joint Institute (UM-SJTU JI)
March 2018 - May 2018

Vv 156: Applied Calculus II (Fall 2017) - TA

Teaching Assistant (TA) with Prof. Jing Liu
Shanghai Jiao Tong University
University of Michigan- Shanghai Jiao Tong University Joint Institute (UM-SJTU JI)
September 2017 - December 2017


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