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Enforcing Mutual Consistency of Hard Regions for Semi-supervised Medical Image Segmentation


Sep 21, 2021
Yicheng Wu, Zongyuan Ge, Donghao Zhang, Minfeng Xu, Lei Zhang, Yong Xia, Jianfei Cai


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CSG-Stump: A Learning Friendly CSG-Like Representation for Interpretable Shape Parsing


Aug 25, 2021
Daxuan Ren, Jianmin Zheng, Jianfei Cai, Jiatong Li, Haiyong Jiang, Zhongang Cai, Junzhe Zhang, Liang Pan, Mingyuan Zhang, Haiyu Zhao, Shuai Yi

* Accepted to ICCV 2021 

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Auto-Parsing Network for Image Captioning and Visual Question Answering


Aug 24, 2021
Xu Yang, Chongyang Gao, Hanwang Zhang, Jianfei Cai


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Semantic Compositional Learning for Low-shot Scene Graph Generation


Aug 19, 2021
Tao He, Lianli Gao, Jingkuan Song, Jianfei Cai, Yuan-Fang Li


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Learning Meta-class Memory for Few-Shot Semantic Segmentation


Aug 16, 2021
Zhonghua Wu, Xiangxi Shi, Guosheng lin, Jianfei Cai

* ICCV 2021 

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Elastic Architecture Search for Diverse Tasks with Different Resources


Aug 03, 2021
Jing Liu, Bohan Zhuang, Mingkui Tan, Xu Liu, Dinh Phung, Yuanqing Li, Jianfei Cai

* 17 pages, 6 figures 

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Remember What You have drawn: Semantic Image Manipulation with Memory


Jul 27, 2021
Xiangxi Shi, Zhonghua Wu, Guosheng Lin, Jianfei Cai, Shafiq Joty


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Towards Unbiased Visual Emotion Recognition via Causal Intervention


Jul 26, 2021
Yuedong Chen, Xu Yang, Tat-Jen Cham, Jianfei Cai

* 10 pages, 7 figures 

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Multi-Label Image Classification with Contrastive Learning


Jul 24, 2021
Son D. Dao, Ethan Zhao, Dinh Phung, Jianfei Cai


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RSG: A Simple but Effective Module for Learning Imbalanced Datasets


Jun 18, 2021
Jianfeng Wang, Thomas Lukasiewicz, Xiaolin Hu, Jianfei Cai, Zhenghua Xu

* To appear at CVPR 2021. We propose a flexible data generation/data augmentation module for long-tailed classification. Codes are available at: https://github.com/Jianf-Wang/RSG 

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Less is More: Pay Less Attention in Vision Transformers


Jun 07, 2021
Zizheng Pan, Bohan Zhuang, Haoyu He, Jing Liu, Jianfei Cai

* 12 pages, 3 figures 

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End-to-end One-shot Human Parsing


May 04, 2021
Haoyu He, Jing Zhang, Bohan Zhuang, Jianfei Cai, Dacheng Tao

* 15 pages, 7 figures 

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High-Resolution Optical Flow from 1D Attention and Correlation


Apr 28, 2021
Haofei Xu, Jiaolong Yang, Jianfei Cai, Juyong Zhang, Xin Tong


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Visiting the Invisible: Layer-by-Layer Completed Scene Decomposition


Apr 12, 2021
Chuanxia Zheng, Duy-Son Dao, Guoxian Song, Tat-Jen Cham, Jianfei Cai

* 20 pages, 16 pages 

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The Spatially-Correlative Loss for Various Image Translation Tasks


Apr 02, 2021
Chuanxia Zheng, Tat-Jen Cham, Jianfei Cai

* 14 pages, 12 figures 

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TFill: Image Completion via a Transformer-Based Architecture


Apr 02, 2021
Chuanxia Zheng, Tat-Jen Cham, Jianfei Cai

* 22 pages, 18 figures 

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Scalable Visual Transformers with Hierarchical Pooling


Mar 19, 2021
Zizheng Pan, Bohan Zhuang, Jing Liu, Haoyu He, Jianfei Cai

* 10 pages 

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Causal Attention for Vision-Language Tasks


Mar 05, 2021
Xu Yang, Hanwang Zhang, Guojun Qi, Jianfei Cai


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Semi-supervised Left Atrium Segmentation with Mutual Consistency Training


Mar 04, 2021
Yicheng Wu, Minfeng Xu, Zongyuan Ge, Jianfei Cai, Lei Zhang


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LBS: Loss-aware Bit Sharing for Automatic Model Compression


Feb 15, 2021
Jing Liu, Bohan Zhuang, Peng Chen, Yong Guo, Chunhua Shen, Jianfei Cai, Mingkui Tan

* 22 pages 

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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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