Hello I'm

Yichun Shi

I am currently a research scientist at ByteDance Inc. Prior to this, I was a Ph.D. student in the Biometrics Research Group at Michigan State University, supervised by Dr. Anil K. Jain. I acquired my Bachelor degree from Shanghai Jiao Tong University in China. My main research interests include: Computer Vision, Machine Learning, Face Recognition, Neural Image Synthesis.

More About Me (CV)

Projects

Generative Model, Image Synthesis
SemanticStyleGAN: Learning Compositonal Generative Priors for Controllable Image Synthesis and Editing

Y. Shi, X. Yang, Y. Wan, X. Shen

in CVPR, 2022

arxiv website video code

Generative Model, Unsupervised 3D Learning
Lifting 2D StyleGAN for 3D-aware Face Generation

Y. Shi, D. Aggarwal, A. K. Jain

in CVPR, 2021

arxiv code

Semi-supervised Learning, Domain Adaptation
Boosting Unconstrained Face Recognition with Auxiliary Unlabeled Images

Y. Shi, A. K. Jain

in CVPR Workshop, 2021

arxiv pdf

Embedding Learning, Data Augmentation
Towards Universal Representation Learning for Deep Face Recognition

Y. Shi, X. Yu, K. Sohn, M. Chandraker, A. K. Jain

in CVPR, 2020

arxiv pdf

Uncertainty Learning, Embedding Learning
Probabilistic Face Embeddings

Y. Shi, A. K. Jain

in ICCV, 2019

arxiv code

Image Synthesis/Manipulation
WarpGAN: Automatic Caricature Generation

Y. Shi, D. Deb, A. K. Jain

in CVPR (Oral), 2019

cite arxiv code

Video Recognition
Component-wise Feature Aggregation Network for Video Face Recognition (C-FAN)

S. Gong, Y. Shi, A. K. Jain

in International Conference on Biometrics (ICB), 2019

cite arxiv

Face Recognition
Face Recognition: Primates in the Wild

D. Deb, S. Wiper, A. Russo, S. Gong, Y. Shi, C. Tymoszek, A. K. Jain

in International Conf. on Biometrics: Theory, Application and Systems (BTAS), 2018

cite pdf arxiv

Heterogeneous Recognition
DocFace+: ID Document to Selfie Matching

Y. Shi, A. K. Jain

in IEEE Trans. on Biometrics, Behavior and Identity Science (T-BIOM), 2018

cite pdf arxiv code

Heterogeneous Recognition
DocFace: Matching ID Document Photos to Selfies

Y. Shi, A. K. Jain

in International Conf. on Biometrics: Theory, Application and Systems (BTAS), 2018

cite pdf arxiv code

Attention, Face Recognition
Improving Face Recognition by Exploring Local Features with Visual Attention

Y. Shi, A. K. Jain

in International Conf. on Biometrics (ICB), 2018

cite pdf

Face Clustering
Face Clustering: Representation and Pairwise Constraints

Y. Shi, C. Otto, A. K. Jain

in IEEE Trans. on Information Forensics and Security (TIFS), 2018

cite pdf arxiv

Experience
Education
Michigan State University

PhD, 2016-2021

Computer Science and Engineering
Internship
NEC Lab

Research Intern, 2019 Summer

Topic: Video Face Recognition
Internship
Visa Inc.

PhD Intern, 2018 Summer

Topic: Automatic system for ID-selfie image translation
Education
Shanghai Jiao Tong University

Bachelor of Science, 2012-2016

Computer Science, IEEE Honor Class