Tsung-Yu Lin |
Research Assistant College of Information and Computer Sciences University of Massachusetts Amherst tsungyulin at cs.umass.edu |
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I am a sixth year Computer Science PhD student at University of Massachusetts Amherst working at Computer Vision Lab led by Prof. Erik Learned-Miller and Prof. Subhransu Maji. In general I am working in Computer Vision and Machine Learning. Specifically my research interests are in designing machine learning models to understand visual contents from images or videos. This includes learning semantic visual representations, modeling objects geometry and appearance, and designing generalizable models to the data in real world. During my PhD study, I have been working as intern with Prof. Tamara Berg and and Prof. Alex Berg at Facebook AML. I had been working as intern with Prof. R. Manmatha and Prof. Deva Ranmanan at Amazon AI. Before I started my PhD study, I had been working at Academia Sinica with Dr. Tyng-Luh Liu. I completed my MS degree at National Tsing Hua University advised by Prof. Shang-Hong Lai. Check out my CV and Google scholar profile. |
Home |
Research |
Publication |
CV |
MistNet: Measuring Historical Bird Migration in the US Using Archived Weather Radar Data and Convolutional Neural Networks
Tsung-Yu Lin, Kevin Winner, Garrett Bernstein, Abhay Mittal, Adriaan M. Dokter, Kyle G. Horton, Cecilia Nilsson, Benjamin M. Van Doren, Andrew Farnsworth, Frank A. La Sorte, Subhransu Maji, and Daniel Sheldon
To appear in Methods in Ecology and Evolution, 2019 [project] Second-order Democratic Aggregation
Tsung-Yu Lin, Subhransu Maji and Piotr Koniusz
ECCV 2018 [project] [pdf] [arXiv] Improved Bilinear Pooling with CNNs
Tsung-Yu Lin, and Subhransu Maji
BMVC 2017 (Oral) [project] [pdf] [arXiv] Bilinear Convolutional Neural Networks for Fine-grained Visual Recognition
Tsung-Yu Lin, Aruni RoyChowdhury and Subhransu Maji
PAMI 2017 [project] [pdf] Visualizing and Understanding Deep Texture Representations
Tsung-Yu Lin, and Subhransu Maji
CVPR 2016 [project] [pdf] [arXiv] One-to-many face recognition with Bilinear CNNs
Aruni RoyChowdhury, Tsung-Yu Lin, Subhransu Maji, and Erik Learned-Miller
WACV 2016 [pdf] Implicit Sparse Code Hashing
Tsung-Yu Lin, Tsung-Wei Ke, Tyng-Luh Liu
arXiv:1512.00130 , 2015 [arXiv] Bilinear CNN Models for Fine-grained Visual Recognition
Tsung-Yu Lin, Aruni RoyChowdhury, Subhransu Maji
ICCV 2015 (Oral, Acceptance rate: 3.3%) [project] [pdf] [pdf-supp] [arXiv] [slides] [poster] [bibtex] Efficient binary codes for extremely high-dimensional data
Tsung-Yu Lin, Tyng-Lug Liu
ICIP 2014 [pdf] People localization in a camera network combining background subtraction and scene-aware human detection
Tung-Ying Lee, Tsung-Yu Lin, Szu-Hao Huang, Shang-Hong Lai, Shang-Chih Hung
MMM 2011 [pdf]