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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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Mask Guided Matting via Progressive Refinement Network


Dec 12, 2020
Qihang Yu, Jianming Zhang, He Zhang, Yilin Wang, Zhe Lin, Ning Xu, Yutong Bai, Alan Yuille


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Delving into the Cyclic Mechanism in Semi-supervised Video Object Segmentation


Oct 23, 2020
Yuxi Li, Ning Xu, Jinlong Peng, John See, Weiyao Lin

* 13 pages, 10 figures 

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A Benchmark and Baseline for Language-Driven Image Editing


Oct 05, 2020
Jing Shi, Ning Xu, Trung Bui, Franck Dernoncourt, Zheng Wen, Chenliang Xu

* Accepted by ACCV 2020 

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Compact Learning for Multi-Label Classification


Sep 18, 2020
Jiaqi Lv, Tianran Wu, Chenglun Peng, Yunpeng Liu, Ning Xu, Xin Geng


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High-Resolution Deep Image Matting


Sep 14, 2020
Haichao Yu, Ning Xu, Zilong Huang, Yuqian Zhou, Humphrey Shi


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Finding Action Tubes with a Sparse-to-Dense Framework


Aug 30, 2020
Yuxi Li, Weiyao Lin, Tao Wang, John See, Rui Qian, Ning Xu, Limin Wang, Shugong Xu

* 5 figures; AAAI 2020 

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CFAD: Coarse-to-Fine Action Detector for Spatiotemporal Action Localization


Aug 19, 2020
Yuxi Li, Weiyao Lin, John See, Ning Xu, Shugong Xu, Ke Yan, Cong Yang

* 7 figures, 3 tables; ECCV2020 

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Video Question Answering on Screencast Tutorials


Aug 02, 2020
Wentian Zhao, Seokhwan Kim, Ning Xu, Hailin Jin


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Ultrahigh dimensional instrument detection using graph learning: an application to high dimensional GIS-census data for house pricing


Jul 30, 2020
Ning Xu, Timothy C. G. Fisher, Jian Hong


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Solar: a least-angle regression for accurate and stable variable selection in high-dimensional data


Jul 30, 2020
Ning Xu, Timothy C. G. Fisher, Jian Hong


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Accuracy and stability of solar variable selection comparison under complicated dependence structures


Jul 30, 2020
Ning Xu


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Rademacher upper bounds for cross-validation errors with an application to the lasso


Jul 30, 2020
Ning Xu, Timothy C. G. Fisher, Jian Hong


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Incorporating Reinforced Adversarial Learning in Autoregressive Image Generation


Jul 20, 2020
Kenan E. Ak, Ning Xu, Zhe Lin, Yilin Wang

* Accepted to ECCV 2020 

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Multiple Sound Sources Localization from Coarse to Fine


Jul 14, 2020
Rui Qian, Di Hu, Heinrich Dinkel, Mengyue Wu, Ning Xu, Weiyao Lin

* to appear in ECCV 2020 

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AOWS: Adaptive and optimal network width search with latency constraints


May 21, 2020
Maxim Berman, Leonid Pishchulin, Ning Xu, Matthew B. Blaschko, Gerard Medioni

* Accepted to CVPR 2020 (oral) 

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Human in Events: A Large-Scale Benchmark for Human-centric Video Analysis in Complex Events


May 19, 2020
Weiyao Lin, Huabin Liu, Shizhan Liu, Yuxi Li, Guo-Jun Qi, Rui Qian, Tao Wang, Nicu Sebe, Ning Xu, Hongkai Xiong, Mubarak Shah

* Dataset for ACM MM'20 Grand Challenge on Large-scale Human-centric Video Analysis in Complex Events (http://humaninevents.org

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Minimizing FLOPs to Learn Efficient Sparse Representations


Apr 12, 2020
Biswajit Paria, Chih-Kuan Yeh, Ian E. H. Yen, Ning Xu, Pradeep Ravikumar, Barnabás Póczos

* Published at ICLR 2020 

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GeoFusion: Geometric Consistency informed Scene Estimation in Dense Clutter


Mar 27, 2020
Zhiqiang Sui, Haonan Chang, Ning Xu, Odest Chadwicke Jenkins


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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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Multi-Task Learning from Videos via Efficient Inter-Frame Attention


Feb 18, 2020
Donghyun Kim, Tian Lan, Chuhang Zou, Ning Xu, Bryan A. Plummer, Stan Sclaroff, Jayan Eledath, Gerard Medioni


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Large-scale Tag-based Font Retrieval with Generative Feature Learning


Oct 02, 2019
Tianlang Chen, Zhaowen Wang, Ning Xu, Hailin Jin, Jiebo Luo

* accepted by ICCV 2019 

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An Internal Learning Approach to Video Inpainting


Sep 17, 2019
Haotian Zhang, Long Mai, Ning Xu, Zhaowen Wang, John Collomosse, Hailin Jin

* Accepted by ICCV 2019. Website: https://cs.stanford.edu/~haotianz/publications/video_inpainting/ 

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Adversarial Attacks in Sound Event Classification


Aug 15, 2019
Vinod Subramanian, Emmanouil Benetos, Ning Xu, SKoT McDonald, Mark Sandler

* Fixed Freesound data reference to FSDKaggle2018 

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Video Instance Segmentation


Jun 02, 2019
Linjie Yang, Yuchen Fan, Ning Xu

* Tech report introducing the video instance segmentation task 

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