Publications

2020

Oscar: Object-Semantics Aligned Pre-Training for Vision-Language Tasks.
Xiujun Li, Xi Yin, Chunyuan Li, Pengchuan Zhang, Xiaowei Hu, Lei Zhang, Lijuan Wang, Houdong Hu, Li Dong, Furu Wei, Yejin Choi, Jianfeng Gao.
ECCV, 2020
[Paper] | [Code] | [Media]

2019

Feature Transfer Learning for Deep Face Recognition with UnderRepresented Data.
Xi Yin, Xiang Yu, Kihyuk Sohn, Xiaoming Liu, Manmohan Chandraker.
CVPR, 2019
[Paper] | [Supp] | [Poster] | [Web] | [Video]

Gait Recognition via Disentangled Representation Learning.
Zhiyuan Zhang, Luan Tran, Xi Yin, Yousef Atoum, Xiaoming Liu, Nanxin Wang, Jian Wan.
CVPR, 2019 (Oral Presentation)
[Paper] | [Web]

2018

Representation Learning by Rotating Your Faces.
Luan Tran, Xi Yin, Xiaoming Liu.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018
[Paper] | [Web]

Multi-Task Convolutional Neural Network for Pose-Invariant Face Recognition.
Xi Yin, Xiaoming Liu.
IEEE Transactions on Image Processing (TIP), 2018
[Paper] | [Web] | [Code]

Multi-Leaf Segmentation, Alignment, and Tracking from Fluorescence Plant Videos.
Xi Yin, Xiaoming Liu, Jin Chen, David Kramer.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018
[Paper] | [Web] | [Code]

2017

Towards Large-Pose Face Frontalization in the Wild.
Xi Yin, Xiang Yu, Kihyuk Sohn, Xiaoming Liu, Manmohan Chandraker.
ICCV, 2017
[Paper] | [Supp] | [Poster] | [Web]

Illuminating Pedestrians via Simultaneous Detection and Segmentation.
Garrick Brazil, Xi Yin, Xiaoming Liu.
ICCV, 2017
[Paper] | [Poster] | [Web] | [Video] | [Code]

Disentangled Representation Learning GAN for Pose-Invariant Face Recognition.
Luan Tran, Xi Yin, Xiaoming Liu.
CVPR, 2017 (Oral Presentation)
[Paper] | [Web] | [Demo]

2016

Multi-Modality Imagery Database for Plant Phenotyping.
Xi Yin*, Jeffrey Cruz*, Xiaoming Liu, Saif Imran, Daniel Morris, David Kramer, Jin Chen. (*equal contribution)
Machine Vision and Applications (MVA), 2016
[Paper] | [Web]

Leaf Segmentation in Plant Phenotyping: A Collation Study.
Hanno Scharr, Massimo Minervini, Andrew French, Christian Klukas, David Kramer, Xiaoming Liu, Imanol Muntion, Jean-Michel Pape, Gerrit Polder, Danijela Vukadinovic, Xi Yin, Sotirios Tsaftaris.
Machine Vision and Applications (MVA), 2016
[Paper] | [Web] | [Code]

2015

Attribute Pbreserved Face De-identification.
Xi Yin*, Amin Jourabloo*, Xiaoming Liu. (*equal contribution)
ICB, 2015
[Paper] | [Web]

2014

Multi-Leaf Tracking from Fluorescence Plant Videos.
Xi Yin, Xiaoming Liu, Jin Chen, David Kramer.
ICIP, 2014 (Top 10% Paper Award)
[Paper] | [Web] | [Code]

Multi-Leaf Alignment from Fluorescence Plant Images.
Xi Yin, Xiaoming Liu, Jin Chen, David Kramer.
WACV, 2014 (Best Student Paper Award)
[Paper] | [Slides] | [Web] | [Code]