About me
I am an applied scientist at Amazon A9 working on visual search. Before that, I was a computer vision scientist at GE Global Research. I received my PhD in Computer Science at National Taiwan University under the supervision of Prof. Winston Hsu. I had a research visit at University of Maryland advised by Prof. Larry S. Davis and Prof. Vlad I. Morariu.
Publications
Fashion Outfit Complementary Item Retrieval
Yen-Liang Lin, Son Tran, Larry S. Davis
CVPR 2020 [pdf]
A Unified Point-Based Framework for 3D Segmentation
Hung-Yueh Chiang, Yen-Liang Lin, Yueh-Cheng Liu, Winston Hsu
3DV 2019 [pdf]
Cross-Domain Image-Based 3D Shape Retrieval by View Sequence Learning
Tang Lee, Yen-Liang Lin, Hung-Yueh Chiang, Ming-Wei Chiu, Winston Hsu, Polly Huang
3DV 2018 (Oral) [pdf]
DCAN: Dual Channel-Wise Alignment Networks for Unsupervsied Scene Adaptation
Zuxuan Wu, Xintong Han, Yen-Liang Lin, Mustafa Gkhan Uzunbas, Tom Goldstein, Ser Nam Lim, Larry S. Davis.
ECCV 2018 [pdf]
Drone-based Object Counting by Spatially Regularized Regional Proposal Network
Meng-Ju Hsieh, Yen-Liang Lin, Winston Hsu
ICCV 2017 [pdf]
Joint Sequene Learning and Cross-Modality Convolution for 3D Biomedical Segmentation
Kuan-Lun Tseng, Yen-Liang Lin, Winston Hus, Chung-Yang Huang
CVPR 2017 [pdf]
Scalable Object Detection by Filter Compression with Regularized Sparse Coding
Ting-Hsuan Chao, Yen-Liang Lin, Yin-Hsi Kuo, Winston Hsu
CVPR 2015 [pdf]
Summarizing While Recording: Context-Based Highlight Detection for Egocentric Videos
Yen-Liang Lin, Vlad I. Morariu, Winston Hsu
ICCV workshop 2015 [pdf]
3D Representation for Recognition and Retrieval
Yen-Liang Lin
CVPR 2015 (Doctoral consortium)
Jointly Optimizing 3D Model Fitting and Fine-Grained Classification
Yen-Liang Lin, Vlad I. Morariu, Winston Hsu, Larry S. Davis
ECCV 2014 [pdf][code & dataset]
3D Sub-Query Expansion for Improving Sketch-Based Multi-View Image Retrieval
Yen-Liang Lin, Cheng-Yu Huang, Hao-Jeng Wang, Winston Hsu
ICCV 2013 [pdf]
Investigating 3D Model and Part Information for Improving Content-Based Vehicle Retrieval
Yen-Liang Lin, Ming-Kuang Tsai, Winston Hsu, Chih-Wei Chen
IEEE TCSVT 2013
Sketch-Based Image Retrieval on Mobile Devices Using Compact Hash Bits
Kai-Yu Tseng, Yen-Liang Lin, Chen-Yu Hsiu, Winston H. Hsu
ACM MM 2012 [pdf]
Snap2read: Automatic Magazine Capturing and Analysis for Adaptive Mobile Reading
Yu-Ming Hsu, Yen-Liang Lin, Chen-Yu Hsiu, Winston H. Hsu
MMM 2011 (Best paper award)