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Human Motion Transfer from Poses in the Wild

Apr 07, 2020
Jian Ren, Menglei Chai, Sergey Tulyakov, Chen Fang, Xiaohui Shen, Jianchao Yang


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AtomNAS: Fine-Grained End-to-End Neural Architecture Search

Dec 20, 2019
Jieru Mei, Yingwei Li, Xiaochen Lian, Xiaojie Jin, Linjie Yang, Alan Yuille, Jianchao Yang

* Accepted by ICLR 2020. 11 pages, 6 figures, and 4 tables 

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Deep Model Compression via Filter Auto-sampling

Jul 12, 2019
Daquan Zhou, Xiaojie Jin, Kaixin Wang, Jianchao Yang, Jiashi Feng


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EnlightenGAN: Deep Light Enhancement without Paired Supervision

Jun 17, 2019
Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang


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Slimmable Neural Networks

Dec 21, 2018
Jiahui Yu, Linjie Yang, Ning Xu, Jianchao Yang, Thomas Huang

* Accepted in ICLR 2019 

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YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark

Sep 06, 2018
Ning Xu, Linjie Yang, Yuchen Fan, Dingcheng Yue, Yuchen Liang, Jianchao Yang, Thomas Huang

* Dataset Report. arXiv admin note: substantial text overlap with arXiv:1809.00461 

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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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Wide Activation for Efficient and Accurate Image Super-Resolution

Aug 27, 2018
Jiahui Yu, Yuchen Fan, Jianchao Yang, Ning Xu, Zhaowen Wang, Xinchao Wang, Thomas Huang

* tech report and factsheet 

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Local Patch Encoding-Based Method for Single Image Super-Resolution

Jul 04, 2018
Yang Zhao, Ronggang Wang, Wei Jia, Jianchao Yang, Wenmin Wang, Wen Gao

* Y. Zhao, R. Wang, W. Jia, J. Yang, W. Wang , W. Gao, Local patch encoding-based method for single image super-resolution, Information Sciences, vol.433, pp.292-305, 2018 
* 20 pages, 8 figures 

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EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching

Jun 05, 2018
Jian Ren, Zhe Li, Jianchao Yang, Ning Xu, Tianbao Yang, David J. Foran


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Factorized Adversarial Networks for Unsupervised Domain Adaptation

Jun 04, 2018
Jian Ren, Jianchao Yang, Ning Xu, David J. Foran


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WSNet: Compact and Efficient Networks Through Weight Sampling

May 22, 2018
Xiaojie Jin, Yingzhen Yang, Ning Xu, Jianchao Yang, Nebojsa Jojic, Jiashi Feng, Shuicheng Yan

* To appear at ICML 2018 

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Action Recognition with Spatio-Temporal Visual Attention on Skeleton Image Sequences

Apr 11, 2018
Zhengyuan Yang, Yuncheng Li, Jianchao Yang, Jiebo Luo


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Learning to Segment Human by Watching YouTube

Feb 28, 2018
Xiaodan Liang, Yunchao Wei, Liang Lin, Yunpeng Chen, Xiaohui Shen, Jianchao Yang, Shuicheng Yan

* 10.1109/TPAMI.2016.2598340 
* Very-weakly supervised learning framework. New state-of-the-art performance on the human segmentation task! (Published in T-PAMI 2017) 

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Efficient Video Object Segmentation via Network Modulation

Feb 04, 2018
Linjie Yang, Yanran Wang, Xuehan Xiong, Jianchao Yang, Aggelos K. Katsaggelos

* Submitted to CVPR 2018 

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Learning $3$D-FilterMap for Deep Convolutional Neural Networks

Jan 05, 2018
Yingzhen Yang, Jianchao Yang, Ning Xu, Wei Han


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Robust Emotion Recognition from Low Quality and Low Bit Rate Video: A Deep Learning Approach

Sep 10, 2017
Bowen Cheng, Zhangyang Wang, Zhaobin Zhang, Zhu Li, Ding Liu, Jianchao Yang, Shuai Huang, Thomas S. Huang

* Accepted by the Seventh International Conference on Affective Computing and Intelligent Interaction (ACII2017) 

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On the Suboptimality of Proximal Gradient Descent for $\ell^{0}$ Sparse Approximation

Sep 05, 2017
Yingzhen Yang, Jiashi Feng, Nebojsa Jojic, Jianchao Yang, Thomas S. Huang


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Dense Captioning with Joint Inference and Visual Context

Aug 07, 2017
Linjie Yang, Kevin Tang, Jianchao Yang, Li-Jia Li


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Learning from Noisy Labels with Distillation

Apr 07, 2017
Yuncheng Li, Jianchao Yang, Yale Song, Liangliang Cao, Jiebo Luo, Li-Jia Li


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Deep Edge Guided Recurrent Residual Learning for Image Super-Resolution

Jul 18, 2016
Wenhan Yang, Jiashi Feng, Jianchao Yang, Fang Zhao, Jiaying Liu, Zongming Guo, Shuicheng Yan


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Building a Large Scale Dataset for Image Emotion Recognition: The Fine Print and The Benchmark

May 09, 2016
Quanzeng You, Jiebo Luo, Hailin Jin, Jianchao Yang

* 7 pages, 7 figures, AAAI 2016 

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Learning with $\ell^{0}$-Graph: $\ell^{0}$-Induced Sparse Subspace Clustering

Nov 18, 2015
Yingzhen Yang, Jiashi Feng, Jianchao Yang, Thomas S. Huang


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Deep Networks for Image Super-Resolution with Sparse Prior

Oct 15, 2015
Zhaowen Wang, Ding Liu, Jianchao Yang, Wei Han, Thomas Huang


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Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks

Sep 20, 2015
Quanzeng You, Jiebo Luo, Hailin Jin, Jianchao Yang

* 9 pages, 5 figures, AAAI 2015 

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Proposal-free Network for Instance-level Object Segmentation

Sep 10, 2015
Xiaodan Liang, Yunchao Wei, Xiaohui Shen, Jianchao Yang, Liang Lin, Shuicheng Yan

* 14 pages 

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Designing A Composite Dictionary Adaptively From Joint Examples

Sep 08, 2015
Zhangyang Wang, Yingzhen Yang, Jianchao Yang, Thomas S. Huang


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DeepFont: Identify Your Font from An Image

Jul 12, 2015
Zhangyang Wang, Jianchao Yang, Hailin Jin, Eli Shechtman, Aseem Agarwala, Jonathan Brandt, Thomas S. Huang

* To Appear in ACM Multimedia as a full paper 

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Learning Super-Resolution Jointly from External and Internal Examples

Jun 16, 2015
Zhangyang Wang, Yingzhen Yang, Zhaowen Wang, Shiyu Chang, Jianchao Yang, Thomas S. Huang


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Self-Tuned Deep Super Resolution

Apr 22, 2015
Zhangyang Wang, Yingzhen Yang, Zhaowen Wang, Shiyu Chang, Wei Han, Jianchao Yang, Thomas S. Huang


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