Yin Cui

I received my Ph.D. in Computer Science working with Serge Belongie at Cornell University and Cornell Tech in 2019. Currently, I am a research scientist at Google.

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

Publications

2020

Jia*, Menglin; Shi*, Mengyun; Sirotenko*, Mikhail; Cui*, Yin; Hariharan, Bharath; Cardie, Claire; Adam, Hartwig; Belongie, Serge

Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset

European Conference on Computer Vision (ECCV), Glasgow, Scotland, 2020, (Oral, *Equal Contribution).

(BibTeX)

Transfer Learning in Computer Vision Tasks: Remember Where You Come From

Li, Xuhong; Grandvalet, Yves; Davoine, Franck; Cheng, Jingchun; Cui, Yin; Zhang, Hang; Belongie, Serge; Tsai, Yi-Hsuan; Yang, Ming-Hsuan

Transfer Learning in Computer Vision Tasks: Remember Where You Come From

Image and Vision Computing, 93 (103853), 2020.

(Links | BibTeX)

2019

The iMaterialist Fashion Attribute Dataset

Guo, Sheng; Huang, Weilin; Zhang, Xiao; Srikhanta, Prasanna; Cui, Yin; Li, Yuan; Scott, Matthew; Adam, Hartwig; Belongie, Serge

The iMaterialist Fashion Attribute Dataset

ICCV Workshop on Computer Vision for Fashion, Art, and Design (CVFAD), Seoul, Korea, 2019, (Best Paper Award).

(Links | BibTeX)

Class-Balanced Loss Based on Effective Number of Samples

Cui, Yin; Jia, Menglin; Lin, Tsung-Yi; Song, Yang; Belongie, Serge

Class-Balanced Loss Based on Effective Number of Samples

Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, 2019.

(Links | BibTeX)

The Fashionpedia Ontology and Fashion Segmentation Dataset

Jia, Menglin; Shi, Mengyun; Sirotenko, Mikhail; Cui, Yin; Hariharan, Bharath; Cardie, Claire; Belongie, Serge

The Fashionpedia Ontology and Fashion Segmentation Dataset

CVPR Workshop on Fine-Grained Visual Categorization (FGVC), Long Beach, CA, 2019.

(Links | BibTeX)

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)