Personalized Fashion Recommendation from Personal Social Media Data: An Item-to-Set Metric Learning Approach

May 25, 2020
Haitian Zheng, Kefei Wu, Jong-Hwi Park, Wei Zhu, Jiebo Luo

* 9 pages, 7 figures 

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On Vocabulary Reliance in Scene Text Recognition

May 08, 2020
Zhaoyi Wan, Jielei Zhang, Liang Zhang, Jiebo Luo, Cong Yao

* EEE/CVF Conferences on Computer Vision and Pattern Recognition (CVPR), Seattle, WA, June 2020 
* CVPR'20 

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Unsupervised Real-world Low-light Image Enhancement with Decoupled Networks

May 06, 2020
Wei Xiong, Ding Liu, Xiaohui Shen, Chen Fang, Jiebo Luo

* 17 pages 

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Structured Landmark Detection via Topology-Adapting Deep Graph Learning

Apr 23, 2020
Weijian Li, Yuhang Lu, Kang Zheng, Haofu Liao, Chihung Lin, Jiebo Luo, Chi-Tung Cheng, Jing Xiao, Le Lu, Chang-Fu Kuo, Shun Miao


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The Ivory Tower Lost: How College Students Respond Differently than the General Public to the COVID-19 Pandemic

Apr 21, 2020
Viet Duong, Phu Pham, Tongyu Yang, Yu Wang, Jiebo Luo


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Alleviating the Incompatibility between Cross Entropy Loss and Episode Training for Few-shot Skin Disease Classification

Apr 21, 2020
Wei Zhu, Haofu Liao, Wenbin Li, Weijian Li, Jiebo Luo


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Example-Guided Image Synthesis across Arbitrary Scenes using Masked Spatial-Channel Attention and Self-Supervision

Apr 18, 2020
Haitian Zheng, Haofu Liao, Lele Chen, Wei Xiong, Tianlang Chen, Jiebo Luo

* 24 pages. arXiv admin note: substantial text overlap with arXiv:1911.12362 

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Unsupervised Learning of Landmarks based on Inter-Intra Subject Consistencies

Apr 16, 2020
Weijian Li, Haofu Liao, Shun Miao, Le Lu, Jiebo Luo


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TuiGAN: Learning Versatile Image-to-Image Translation with Two Unpaired Images

Apr 09, 2020
Jianxin Lin, Yingxue Pang, Yingce Xia, Zhibo Chen, Jiebo Luo

* 19 pages, 12 figures 

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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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Video-based Person Re-Identification using Gated Convolutional Recurrent Neural Networks

Mar 21, 2020
Yang Feng, Yu Wang, Jiebo Luo

* This work was done in 2017 

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Anatomy-aware 3D Human Pose Estimation in Videos

Mar 17, 2020
Tianlang Chen, Chen Fang, Xiaohui Shen, Yiheng Zhu, Zhili Chen, Jiebo Luo

* Our code is available at https://github.com/sunnychencool/Anatomy3D 

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Adaptive Offline Quintuplet Loss for Image-Text Matching

Mar 14, 2020
Tianlang Chen, Jiajun Deng, Jiebo Luo

* Code is available at https://github.com/sunnychencool/AOQ 

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Unifying Specialist Image Embedding into Universal Image Embedding

Mar 08, 2020
Yang Feng, Futang Peng, Xu Zhang, Wei Zhu, Shanfeng Zhang, Howard Zhou, Zhen Li, Tom Duerig, Shih-Fu Chang, Jiebo Luo


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Expressing Objects just like Words: Recurrent Visual Embedding for Image-Text Matching

Feb 20, 2020
Tianlang Chen, Jiebo Luo

* Accepted by AAAI-20 

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Asymmetric Distribution Measure for Few-shot Learning

Feb 01, 2020
Wenbin Li, Lei Wang, Jing Huo, Yinghuan Shi, Yang Gao, Jiebo Luo

* 7 pages 

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Mi YouTube es Su YouTube? Analyzing the Cultures using YouTube Thumbnails of Popular Videos

Jan 27, 2020
Songyang Zhang, Tolga Aktas, Jiebo Luo


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#MeToo on Campus: Studying College Sexual Assault at Scale Using Data Reported on Social Media

Jan 16, 2020
Viet Duong, Phu Pham, Ritwik Bose, Jiebo Luo


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Fine-grained Image-to-Image Transformation towards Visual Recognition

Jan 12, 2020
Wei Xiong, Yutong He, Yixuan Zhang, Wenhan Luo, Lin Ma, Jiebo Luo


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Neural Simile Recognition with Cyclic Multitask Learning and Local Attention

Dec 19, 2019
Jiali Zeng, Linfeng Song, Jinsong Su, Jun Xie, Wei Song, Jiebo Luo

* AAAI 2020 

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TransMatch: A Transfer-Learning Scheme for Semi-Supervised Few-Shot Learning

Dec 19, 2019
Zhongjie Yu, Lin Chen, Zhongwei Cheng, Jiebo Luo


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Iterative Dual Domain Adaptation for Neural Machine Translation

Dec 16, 2019
Jiali Zeng, Yang Liu, Jinsong Su, Yubin Ge, Yaojie Lu, Yongjing Yin, Jiebo Luo

* EMNLP2019 

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Graph-based Neural Sentence Ordering

Dec 16, 2019
Yongjing Yin, Linfeng Song, Jinsong Su, Jiali Zeng, Chulun Zhou, Jiebo Luo

* IJCAI2019 

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Grounding-Tracking-Integration

Dec 13, 2019
Zhengyuan Yang, Tushar Kumar, Tianlang Chen, Jiebo Luo


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Learning Sparse 2D Temporal Adjacent Networks for Temporal Action Localization

Dec 08, 2019
Songyang Zhang, Houwen Peng, Le Yang, Jianlong Fu, Jiebo Luo

* This is our winner solution for the HACS Temporal Action Localization Challenge at ICCV 2019 

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Learning 2D Temporal Adjacent Networks for Moment Localization with Natural Language

Dec 08, 2019
Songyang Zhang, Houwen Peng, Jianlong Fu, Jiebo Luo

* This paper is accepted by AAAI 2020 

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