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Scale Aware Adaptation for Land-Cover Classification in Remote Sensing Imagery


Dec 08, 2020
Xueqing Deng, Yi Zhu, Yuxin Tian, Shawn Newsam

* The open-sourced codes are available on Github: https://github.com/xdeng7/scale-aware_da 

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Generalizing Deep Models for Overhead Image Segmentation Through Getis-Ord Gi* Pooling


Dec 23, 2019
Xueqing Deng, Yi Zhu, Yuxin Tian, Shawn Newsam


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Motion-Aware Feature for Improved Video Anomaly Detection


Jul 24, 2019
Yi Zhu, Shawn Newsam

* BMVC 2019 

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Using Conditional Generative Adversarial Networks to Generate Ground-Level Views From Overhead Imagery


Feb 19, 2019
Xueqing Deng, Yi Zhu, Shawn Newsam

* 5 pages. arXiv admin note: text overlap with arXiv:1806.05129 

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Improving Semantic Segmentation via Video Propagation and Label Relaxation


Dec 04, 2018
Yi Zhu, Karan Sapra, Fitsum A. Reda, Kevin J. Shih, Shawn Newsam, Andrew Tao, Bryan Catanzaro

* First two authors contribute equally 

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Hidden Two-Stream Convolutional Networks for Action Recognition


Oct 30, 2018
Yi Zhu, Zhenzhong Lan, Shawn Newsam, Alexander G. Hauptmann

* Accepted at ACCV 2018, camera ready. Code available at https://github.com/bryanyzhu/Hidden-Two-Stream 

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Random Temporal Skipping for Multirate Video Analysis


Oct 30, 2018
Yi Zhu, Shawn Newsam

* Accepted at ACCV 2018. Camera ready 

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Gated Transfer Network for Transfer Learning


Oct 30, 2018
Yi Zhu, Jia Xue, Shawn Newsam

* Accepted at ACCV 2018. Camera ready 

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What Is It Like Down There? Generating Dense Ground-Level Views and Image Features From Overhead Imagery Using Conditional Generative Adversarial Networks


Sep 23, 2018
Xueqing Deng, Yi Zhu, Shawn Newsam

* 10 pages, 5 figures, camera-ready version of ACM SIGSPATIAL 2018 (ORAL) 

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Learning Optical Flow via Dilated Networks and Occlusion Reasoning


May 07, 2018
Yi Zhu, Shawn Newsam

* Accepted at ICIP 2018 

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Spatial Morphing Kernel Regression For Feature Interpolation


May 04, 2018
Xueqing Deng, Yi Zhu, Shawn Newsam

* accepted by ICIP 2018 

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Towards Universal Representation for Unseen Action Recognition


Mar 22, 2018
Yi Zhu, Yang Long, Yu Guan, Shawn Newsam, Ling Shao

* Accepted at CVPR 2018 

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Fine-Grained Land Use Classification at the City Scale Using Ground-Level Images


Feb 07, 2018
Yi Zhu, Xueqing Deng, Shawn Newsam


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Large-Scale Mapping of Human Activity using Geo-Tagged Videos


Nov 28, 2017
Yi Zhu, Sen Liu, Shawn Newsam

* Accepted at ACM SIGSPATIAL 2017 

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DenseNet for Dense Flow


Jul 19, 2017
Yi Zhu, Shawn Newsam

* Accepted at ICIP 2017 

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PatternNet: A Benchmark Dataset for Performance Evaluation of Remote Sensing Image Retrieval


Jul 10, 2017
Weixun Zhou, Shawn Newsam, Congmin Li, Zhenfeng Shao

* 49 pages 

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Guided Optical Flow Learning


Jul 01, 2017
Yi Zhu, Zhenzhong Lan, Shawn Newsam, Alexander G. Hauptmann

* CVPR17 Workshop. Code available at https://github.com/bryanyzhu/GuidedNet 

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UC Merced Submission to the ActivityNet Challenge 2016


Apr 11, 2017
Yi Zhu, Shawn Newsam, Zaikun Xu

* Notebook paper for ActivityNet 2016 challenge, untrimmed video classification track 

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Efficient Action Detection in Untrimmed Videos via Multi-Task Learning


Apr 04, 2017
Yi Zhu, Shawn Newsam

* WACV 2017 camera ready, minor updates about test time efficiency 

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Learning Low Dimensional Convolutional Neural Networks for High-Resolution Remote Sensing Image Retrieval


Dec 30, 2016
Weixun Zhou, Shawn Newsam, Congmin Li, Zhenfeng Shao

* Remote Sens., 9(5), 489 (2017) 

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Spatio-Temporal Sentiment Hotspot Detection Using Geotagged Photos


Sep 21, 2016
Yi Zhu, Shawn Newsam

* To appear in ACM SIGSPATIAL 2016 

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Land Use Classification using Convolutional Neural Networks Applied to Ground-Level Images


Sep 21, 2016
Yi Zhu, Shawn Newsam

* ACM SIGSPATIAL 2015, Best Poster Award 

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Depth2Action: Exploring Embedded Depth for Large-Scale Action Recognition


Aug 15, 2016
Yi Zhu, Shawn Newsam

* ECCVW 2016, Web-scale Vision and Social Media (VSM) workshop 

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