Yin Cui

I am currently a fourth-year Ph.D. student in the Department of Computer Science at Cornell University working with Professor Serge Belongie. My research interests lie in Computer Vision and Machine Learning. Previously, I received M.S. in Electrical Engineering from Columbia University in 2014 and worked with Professor Shih-Fu Chang. I graduated with B.S. in Electrical Engineering from Beihang University (BUAA) in 2012. During my undergraduate, I also did research at Tsinghua University with Professor Yu-Jin Zhang.

For more information, please refer to my personal web page.

Publications

2018

The iNaturalist Species Classification and Detection Dataset

Van Horn, Grant; Aodha, Oisin Mac; Song, Yang; Cui, Yin; Sun, Chen; Shepard, Alex; Adam, Hartwig; Perona, Pietro; Belongie, Serge

The iNaturalist Species Classification and Detection Dataset

Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, 2018.

(Links | BibTeX)

Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning

Cui, Yin; Song, Yang; Sun, Chen; Howard, Andrew; Belongie, Serge

Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning

Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, 2018.

(Links | BibTeX)

Learning to Evaluate Image Captioning

Cui, Yin; Yang, Guandao; Veit, Andreas; Huang, Xun; Belongie, Serge

Learning to Evaluate Image Captioning

Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, 2018.

(Links | BibTeX)

2017

Kernel Pooling for Convolutional Neural Networks

Cui, Yin; Zhou, Feng; Wang, Jiang; Liu, Xiao; Lin, Yuanqing; Belongie, Serge

Kernel Pooling for Convolutional Neural Networks

Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, 2017.

(Links | BibTeX)

Collaborative Metric Learning

Hsieh, Cheng-Kang; Yang, Longqi; Cui, Yin; Lin, Tsung-Yi; Belongie, Serge; Estrin, Deborah

Collaborative Metric Learning

International Conference on World Wide Web (WWW), Perth, 2017.

(Links | BibTeX)

2016

Fine-grained Categorization and Dataset Bootstrapping using Deep Metric Learning with Humans in the Loop

Cui, Yin; Zhou, Feng; Lin, Yuanqing; Belongie, Serge

Fine-grained Categorization and Dataset Bootstrapping using Deep Metric Learning with Humans in the Loop

Computer Vision and Pattern Recognition (CVPR), Las Vegas, NV, 2016.

(Links | BibTeX)

2015

PlateClick: Bootstrapping Food Preferences Through an Adaptive Visual Interface

Yang, Longqi; Cui, Yin; Zhang, Fan; Pollak, John; Belongie, Serge; Estrin, Deborah

PlateClick: Bootstrapping Food Preferences Through an Adaptive Visual Interface

International Conference on Information and Knowledge Management (CIKM) , Melbourne, 2015.

(Links | BibTeX)

Learning Deep Representations for Ground-to-Aerial Geolocalization

Lin, Tsung-Yi; Cui, Yin; Belongie, Serge; Hays, James

Learning Deep Representations for Ground-to-Aerial Geolocalization

Computer Vision and Pattern Recognition (CVPR), Boston, MA, 2015, (Oral).

(Links | BibTeX)