Yin Cui

I am currently a fourth-year Ph.D. candidate in the Department of Computer Science at Cornell University and Cornell Tech working with Professor Serge Belongie. My research interests lie in the field of 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

Unbiased Offline Recommender Evaluation for Missing-Not-At-Random Implicit Feedback

Yang, Longqi; Cui, Yin; Xuan, Yuan; Wang, Chenyang; Belongie, Serge; Estrin, Deborah

Unbiased Offline Recommender Evaluation for Missing-Not-At-Random Implicit Feedback

ACM Conference on Recommender Systems (RecSys), Vancouver, Canada, 2018.

(Links | BibTeX)

Learning Single-View 3D Reconstruction with Limited Pose Supervision

Yang, Guandao; Cui, Yin; Belongie, Serge; Hariharan, Bharath

Learning Single-View 3D Reconstruction with Limited Pose Supervision

European Conference on Computer Vision (ECCV), Munich, Germany, 2018.

(Links | BibTeX)

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)