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ABS: Automatic Bit Sharing for Model Compression

Jan 13, 2021
Jing Liu, Bohan Zhuang, Peng Chen, Yong Guo, Chunhua Shen, Jianfei Cai, Mingkui Tan

* 17 pages 

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Finding It at Another Side: A Viewpoint-Adapted Matching Encoder for Change Captioning

Sep 30, 2020
Xiangxi Shi, Xu Yang, Jiuxiang Gu, Shafiq Joty, Jianfei Cai

* ECCV2020 

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Modeling Caricature Expressions by 3D Blendshape and Dynamic Texture

Aug 13, 2020
Keyu Chen, Jianmin Zheng, Jianfei Cai, Juyong Zhang

* Accepted by the 28th ACM International Conference on Multimedia (ACM MM 2020) 

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MED-TEX: Transferring and Explaining Knowledge with Less Data from Pretrained Medical Imaging Models

Aug 06, 2020
Thanh Nguyen-Duc, He Zhao, Jianfei Cai, Dinh Phung


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Expert Training: Task Hardness Aware Meta-Learning for Few-Shot Classification

Jul 13, 2020
Yucan Zhou, Yu Wang, Jianfei Cai, Yu Zhou, Qinghua Hu, Weiping Wang

* 9 pages, 6 figures 

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Learning from the Scene and Borrowing from the Rich: Tackling the Long Tail in Scene Graph Generation

Jun 13, 2020
Tao He, Lianli Gao, Jingkuan Song, Jianfei Cai, Yuan-Fang Li


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Image Co-skeletonization via Co-segmentation

Apr 12, 2020
Koteswar Rao Jerripothula, Jianfei Cai, Jiangbo Lu, Junsong Yuan

* 13 pages, 12 figures, Submitted to IEEE Transactions on Image Processing (TIP) 

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Exploring Bottom-up and Top-down Cues with Attentive Learning for Webly Supervised Object Detection

Mar 22, 2020
Zhonghua Wu, Qingyi Tao, Guosheng Lin, Jianfei Cai


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JAA-Net: Joint Facial Action Unit Detection and Face Alignment via Adaptive Attention

Mar 18, 2020
Zhiwen Shao, Zhilei Liu, Jianfei Cai, Lizhuang Ma

* arXiv admin note: text overlap with arXiv:1803.05588 

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Deconfounded Image Captioning: A Causal Retrospect

Mar 09, 2020
Xu Yang, Hanwang Zhang, Jianfei Cai


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GeoConv: Geodesic Guided Convolution for Facial Action Unit Recognition

Mar 06, 2020
Yuedong Chen, Guoxian Song, Zhiwen Shao, Jianfei Cai, Tat-Jen Cham, Jianming Zheng

* 16 pages, 3 figures 

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Spatio-Temporal Relation and Attention Learning for Facial Action Unit Detection

Jan 05, 2020
Zhiwen Shao, Lixin Zou, Jianfei Cai, Yunsheng Wu, Lizhuang Ma


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Recovering Facial Reflectance and Geometry from Multi-view Images

Nov 27, 2019
Guoxian Song, Jianmin Zheng, Jianfei Cai, Tat-Jen Cham


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Scalable Gaussian Process Classification with Additive Noise for Various Likelihoods

Sep 14, 2019
Haitao Liu, Yew-Soon Ong, Ziwei Yu, Jianfei Cai, Xiaobo Shen

* 11 pages, 5 figures, preprint under review 

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Watch It Twice: Video Captioning with a Refocused Video Encoder

Jul 21, 2019
Xiangxi Shi, Jianfei Cai, Shafiq Joty, Jiuxiang Gu


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Improving Deep Lesion Detection Using 3D Contextual and Spatial Attention

Jul 09, 2019
Qingyi Tao, Zongyuan Ge, Jianfei Cai, Jianxiong Yin, Simon See

* Accepted by MICCAI 2019 

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Learning 3D Human Body Embedding

May 14, 2019
Boyi Jiang, Juyong Zhang, Jianfei Cai, Jianmin Zheng


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Visibility Constrained Generative Model for Depth-based 3D Facial Pose Tracking

May 06, 2019
Lu Sheng, Jianfei Cai, Tat-Jen Cham, Vladimir Pavlovic, King Ngi Ngan


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Learning to Collocate Neural Modules for Image Captioning

Apr 18, 2019
Xu Yang, Hanwang Zhang, Jianfei Cai


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Exploring Uncertainty Measures for Image-Caption Embedding-and-Retrieval Task

Apr 09, 2019
Kenta Hama, Takashi Matsubara, Kuniaki Uehara, Jianfei Cai


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Pluralistic Image Completion

Apr 05, 2019
Chuanxia Zheng, Tat-Jen Cham, Jianfei Cai

* 21 pages, 16 figures 

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Unpaired Image Captioning via Scene Graph Alignments

Apr 04, 2019
Jiuxiang Gu, Shafiq Joty, Jianfei Cai, Handong Zhao, Xu Yang, Gang Wang


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Scene Graph Generation with External Knowledge and Image Reconstruction

Apr 01, 2019
Jiuxiang Gu, Handong Zhao, Zhe Lin, Sheng Li, Jianfei Cai, Mingyang Ling

* 10 pages, 5 figures, Accepted in CVPR 2019 

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Weakly-Supervised Unconstrained Action Unit Detection via Feature Disentanglement

Mar 25, 2019
Zhiwen Shao, Jianfei Cai, Tat-Jen Cham, Xuequan Lu, Lizhuang Ma


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3D Hand Shape and Pose Estimation from a Single RGB Image

Mar 03, 2019
Liuhao Ge, Zhou Ren, Yuncheng Li, Zehao Xue, Yingying Wang, Jianfei Cai, Junsong Yuan

* CVPR 2019 (Oral), https://sites.google.com/site/geliuhaontu/home/cvpr2019 

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Progress Regression RNN for Online Spatial-Temporal Action Localization in Unconstrained Videos

Mar 01, 2019
Bo Hu, Jianfei Cai, Tat-Jen Cham, Junsong Yuan

* 11 pages, 5 figures 

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Region Deformer Networks for Unsupervised Depth Estimation from Unconstrained Monocular Videos

Feb 26, 2019
Haofei Xu, Jianmin Zheng, Jianfei Cai, Juyong Zhang


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Facial Motion Prior Networks for Facial Expression Recognition

Feb 23, 2019
Yuedong Chen, Jianfeng Wang, Shikai Chen, Zhongchao Shi, Jianfei Cai


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Real-time 3D Face-Eye Performance Capture of a Person Wearing VR Headset

Jan 21, 2019
Guoxian Song, Jianfei Cai, Tat-Jen Cham, Jianmin Zheng, Juyong Zhang, Henry Fuchs

* ACM Multimedia Conference 2018 

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Auto-Encoding Scene Graphs for Image Captioning

Dec 11, 2018
Xu Yang, Kaihua Tang, Hanwang Zhang, Jianfei Cai


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