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Learning Models for Query by Vocal Percussion: A Comparative Study

Oct 18, 2021
Alejandro Delgado, SkoT McDonald, Ning Xu, Charalampos Saitis, Mark Sandler

* Published in proceedings of the International Computer Music Conference (ICMC) 2021 

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TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation

Aug 12, 2021
Jinyu Yang, Jingjing Liu, Ning Xu, Junzhou Huang

* 9 pages 

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Learning by Planning: Language-Guided Global Image Editing

Jun 24, 2021
Jing Shi, Ning Xu, Yihang Xu, Trung Bui, Franck Dernoncourt, Chenliang Xu

* Accepted by CVPR2021 

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Learngene: From Open-World to Your Learning Task

Jun 12, 2021
Qiufeng Wang, Xin Geng, Shuxia Lin, Shiyu Xia, Lei Qi, Ning Xu

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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 (

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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: 

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