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Discover the Unknown Biased Attribute of an Image Classifier


Apr 29, 2021
Zhiheng Li, Chenliang Xu


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Zooming SlowMo: An Efficient One-Stage Framework for Space-Time Video Super-Resolution


Apr 15, 2021
Xiaoyu Xiang, Yapeng Tian, Yulun Zhang, Yun Fu, Jan P. Allebach, Chenliang Xu

* Journal version of "Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution"(CVPR-2020). 14 pages, 14 figures 

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Cyclic Co-Learning of Sounding Object Visual Grounding and Sound Separation


Apr 05, 2021
Yapeng Tian, Di Hu, Chenliang Xu

* CVPR 2021 

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Can audio-visual integration strengthen robustness under multimodal attacks?


Apr 05, 2021
Yapeng Tian, Chenliang Xu

* CVPR 2021 

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High-fidelity Face Tracking for AR/VR via Deep Lighting Adaptation


Mar 29, 2021
Lele Chen, Chen Cao, Fernando De la Torre, Jason Saragih, Chenliang Xu, Yaser Sheikh

* The paper is accepted to CVPR 2021 

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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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Cubic Spline Smoothing Compensation for Irregularly Sampled Sequences


Oct 03, 2020
Jing Shi, Jing Bi, Yingru Liu, Chenliang Xu


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Actor-Action Video Classification CSC 249/449 Spring 2020 Challenge Report


Aug 18, 2020
Jing Shi, Zhiheng Li, Haitian Zheng, Yihang Xu, Tianyou Xiao, Weitao Tan, Xiaoning Guo, Sizhe Li, Bin Yang, Zhexin Xu, Ruitao Lin, Zhongkai Shangguan, Yue Zhao, Jingwen Wang, Rohan Sharma, Surya Iyer, Ajinkya Deshmukh, Raunak Mahalik, Srishti Singh, Jayant G Rohra, Yipeng Zhang, Tongyu Yang, Xuan Wen, Ethan Fahnestock, Bryce Ikeda, Ian Lawson, Alan Finkelstein, Kehao Guo, Richard Magnotti, Andrew Sexton, Jeet Ketan Thaker, Yiyang Su, Chenliang Xu


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Unified Multisensory Perception: Weakly-Supervised Audio-Visual Video Parsing


Jul 21, 2020
Yapeng Tian, Dingzeyu Li, Chenliang Xu

* ECCV 2020 (Spotlight) 

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Talking-head Generation with Rhythmic Head Motion


Jul 16, 2020
Lele Chen, Guofeng Cui, Celong Liu, Zhong Li, Ziyi Kou, Yi Xu, Chenliang Xu


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Graph Neural Network Based Coarse-Grained Mapping Prediction


Jun 24, 2020
Zhiheng Li, Geemi P. Wellawatte, Maghesree Chakraborty, Heta A. Gandhi, Chenliang Xu, Andrew D. White


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Explaining Local, Global, And Higher-Order Interactions In Deep Learning


Jun 12, 2020
Samuel Lerman, Chenliang Xu, Charles Venuto, Henry Kautz

* Neurips 2020 preprint 

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What comprises a good talking-head video generation?: A Survey and Benchmark


May 07, 2020
Lele Chen, Guofeng Cui, Ziyi Kou, Haitian Zheng, Chenliang Xu


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Learning a Weakly-Supervised Video Actor-Action Segmentation Model with a Wise Selection


Mar 29, 2020
Jie Chen, Zhiheng Li, Jiebo Luo, Chenliang Xu

* 11 pages, 8 figures, cvpr-2020 supplementary video: https://youtu.be/CX1hEOV9tlo 

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Deep Grouping Model for Unified Perceptual Parsing


Mar 25, 2020
Zhiheng Li, Wenxuan Bao, Jiayang Zheng, Chenliang Xu

* CVPR 2020 
* Accepted by CVPR 2020 

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Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution


Feb 26, 2020
Xiaoyu Xiang, Yapeng Tian, Yulun Zhang, Yun Fu, Jan P. Allebach, Chenliang Xu

* This work is accepted in CVPR 2020. The source code and pre-trained model are available on https://github.com/Mukosame/Zooming-Slow-Mo-CVPR-2020. 12 pages, 10 figures 

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Assembling Semantically-Disentangled Representations for Predictive-Generative Models via Adaptation from Synthetic Domain


Feb 23, 2020
Burkay Donderici, Caleb New, Chenliang Xu

* 8 pages, 18 figures 

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TailorGAN: Making User-Defined Fashion Designs


Jan 20, 2020
Lele Chen, Justin Tian, Guo Li, Cheng-Haw Wu, Erh-Kan King, Kuan-Ting Chen, Shao-Hang Hsieh, Chenliang Xu

* 2020 Winter Conference on Applications of Computer Vision 
* fashion 

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Deep Audio Prior


Dec 21, 2019
Yapeng Tian, Chenliang Xu, Dingzeyu Li


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Learning from Interventions using Hierarchical Policies for Safe Learning


Dec 04, 2019
Jing Bi, Vikas Dhiman, Tianyou Xiao, Chenliang Xu

* Accepted for publication at the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20) 

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Weakly Supervised Object Localization with Inter-Intra Regulated CAMs


Nov 19, 2019
Guofeng Cui, Ziyi Kou, Shaojie Wang, Wentian Zhao, Chenliang Xu

* Cui and Kou are the co-first author of this paper 

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Unsupervised Pose Flow Learning for Pose Guided Synthesis


Sep 30, 2019
Haitian Zheng, Lele Chen, Chenliang Xu, Jiebo Luo

* 12 pages, 13 figures 

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Hierarchical Cross-Modal Talking Face Generationwith Dynamic Pixel-Wise Loss


May 09, 2019
Lele Chen, Ross K. Maddox, Zhiyao Duan, Chenliang Xu

* Published in CVPR 2019 

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Dynamic Graph Modules for Modeling Higher-Order Interactions in Activity Recognition


Dec 13, 2018
Hao Huang, Luowei Zhou, Wei Zhang, Chenliang Xu

* 10 pages, 7 figures 

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TDAN: Temporally Deformable Alignment Network for Video Super-Resolution


Dec 07, 2018
Yapeng Tian, Yulun Zhang, Yun Fu, Chenliang Xu

* 10 pages, 6 figures, demo link http://www.youtube.com/watch?v=eZExENE50I0 

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An Attempt towards Interpretable Audio-Visual Video Captioning


Dec 07, 2018
Yapeng Tian, Chenxiao Guan, Justin Goodman, Marc Moore, Chenliang Xu

* 11 pages, 4 figures 

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How to Make a BLT Sandwich? Learning to Reason towards Understanding Web Instructional Videos


Dec 06, 2018
Shaojie Wang, Wentian Zhao, Ziyi Kou, Chenliang Xu


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GAN-EM: GAN based EM learning framework


Dec 02, 2018
Wentian Zhao, Shaojie Wang, Zhihuai Xie, Jing Shi, Chenliang Xu


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