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Learning to Predict Visual Attributes in the Wild


Jun 17, 2021
Khoi Pham, Kushal Kafle, Zhe Lin, Zhihong Ding, Scott Cohen, Quan Tran, Abhinav Shrivastava

* Accepted to CVPR 2021 

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Semantic Layout Manipulation with High-Resolution Sparse Attention


Dec 14, 2020
Haitian Zheng, Zhe Lin, Jingwan Lu, Scott Cohen, Jianming Zhang, Ning Xu, Jiebo Luo


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PhraseCut: Language-based Image Segmentation in the Wild


Aug 03, 2020
Chenyun Wu, Zhe Lin, Scott Cohen, Trung Bui, Subhransu Maji

* Published in CVPR 2020. Code and data are released at: https://people.cs.umass.edu/~chenyun/phrasecut 

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Objectness-Aware One-Shot Semantic Segmentation


Apr 06, 2020
Yinan Zhao, Brian Price, Scott Cohen, Danna Gurari


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DeepStrip: High Resolution Boundary Refinement


Mar 25, 2020
Peng Zhou, Brian Price, Scott Cohen, Gregg Wilensky, Larry S. Davis

* CVPR 2020 

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Getting to 99% Accuracy in Interactive Segmentation


Mar 17, 2020
Marco Forte, Brian Price, Scott Cohen, Ning Xu, François Pitié

* Submitted for review to Signal Processing: Image Communication 

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Deep Visual Template-Free Form Parsing


Sep 18, 2019
Brian Davis, Bryan Morse, Scott Cohen, Brian Price, Chris Tensmeyer

* Accepted at ICDAR 2019. Updated results with average of repeated experiments 

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Unconstrained Foreground Object Search


Aug 10, 2019
Yinan Zhao, Brian Price, Scott Cohen, Danna Gurari

* To appear in ICCV 2019 

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Answering Questions about Data Visualizations using Efficient Bimodal Fusion


Aug 05, 2019
Kushal Kafle, Robik Shrestha, Brian Price, Scott Cohen, Christopher Kanan


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Figure Captioning with Reasoning and Sequence-Level Training


Jun 07, 2019
Charles Chen, Ruiyi Zhang, Eunyee Koh, Sungchul Kim, Scott Cohen, Tong Yu, Ryan Rossi, Razvan Bunescu


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YouTube-VOS: Sequence-to-Sequence Video Object Segmentation


Sep 03, 2018
Ning Xu, Linjie Yang, Yuchen Fan, Jianchao Yang, Dingcheng Yue, Yuchen Liang, Brian Price, Scott Cohen, Thomas Huang

* ECCV 2018 accepted paper 

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Concept Mask: Large-Scale Segmentation from Semantic Concepts


Aug 18, 2018
Yufei Wang, Zhe Lin, Xiaohui Shen, Jianming Zhang, Scott Cohen

* Accepted to ECCV18 

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Progressive Attention Networks for Visual Attribute Prediction


Aug 06, 2018
Paul Hongsuck Seo, Zhe Lin, Scott Cohen, Xiaohui Shen, Bohyung Han

* BMVC 2018 accepted paper 

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Discriminability objective for training descriptive captions


Jun 08, 2018
Ruotian Luo, Brian Price, Scott Cohen, Gregory Shakhnarovich

* CVPR2018 

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DVQA: Understanding Data Visualizations via Question Answering


Mar 29, 2018
Kushal Kafle, Brian Price, Scott Cohen, Christopher Kanan

* CVPR 2018 Camera Ready Version 

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Guided Image Inpainting: Replacing an Image Region by Pulling Content from Another Image


Mar 22, 2018
Yinan Zhao, Brian Price, Scott Cohen, Danna Gurari


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Deep GrabCut for Object Selection


Jul 14, 2017
Ning Xu, Brian Price, Scott Cohen, Jimei Yang, Thomas Huang

* BMVC 2017 

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Skeleton Key: Image Captioning by Skeleton-Attribute Decomposition


Apr 23, 2017
Yufei Wang, Zhe Lin, Xiaohui Shen, Scott Cohen, Garrison W. Cottrell

* Accepted by CVPR 2017 

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Forecasting Human Dynamics from Static Images


Apr 11, 2017
Yu-Wei Chao, Jimei Yang, Brian Price, Scott Cohen, Jia Deng

* Accepted in CVPR 2017 

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Deep Image Matting


Apr 11, 2017
Ning Xu, Brian Price, Scott Cohen, Thomas Huang

* Computer Vision and Pattern Recognition 2017 

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Automatic Annotation of Structured Facts in Images


Apr 08, 2016
Mohamed Elhoseiny, Scott Cohen, Walter Chang, Brian Price, Ahmed Elgammal


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Sherlock: Scalable Fact Learning in Images


Apr 02, 2016
Mohamed Elhoseiny, Scott Cohen, Walter Chang, Brian Price, Ahmed Elgammal

* Jan 7 Update 

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Object Contour Detection with a Fully Convolutional Encoder-Decoder Network


Mar 15, 2016
Jimei Yang, Brian Price, Scott Cohen, Honglak Lee, Ming-Hsuan Yang

* Accepted by CVPR2016 as spotlight 

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Deep Interactive Object Selection


Mar 13, 2016
Ning Xu, Brian Price, Scott Cohen, Jimei Yang, Thomas Huang

* Computer Vision and Pattern Recognition 

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Joint Object and Part Segmentation using Deep Learned Potentials


May 01, 2015
Peng Wang, Xiaohui Shen, Zhe Lin, Scott Cohen, Brian Price, Alan Yuille


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