Yen-Liang Lin (林彥良)

Applied scientist

Amazon A9, Palo Alto, CA


yenlianglintw@gmail.com

LinkedIn

Google Scholar

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)