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An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA


Sep 10, 2021
Zhengyuan Yang, Zhe Gan, Jianfeng Wang, Xiaowei Hu, Yumao Lu, Zicheng Liu, Lijuan Wang


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Compressing Visual-linguistic Model via Knowledge Distillation


Apr 05, 2021
Zhiyuan Fang, Jianfeng Wang, Xiaowei Hu, Lijuan Wang, Yezhou Yang, Zicheng Liu


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Global Guidance Network for Breast Lesion Segmentation in Ultrasound Images


Apr 05, 2021
Cheng Xue, Lei Zhu, Huazhu Fu, Xiaowei Hu, Xiaomeng Li, Hai Zhang, Pheng Ann Heng

* 16page,10 figures. Accepted by medical image analysis 

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Deep Texture-Aware Features for Camouflaged Object Detection


Feb 05, 2021
Jingjing Ren, Xiaowei Hu, Lei Zhu, Xuemiao Xu, Yangyang Xu, Weiming Wang, Zijun Deng, Pheng-Ann Heng


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Incorporating Vision Bias into Click Models for Image-oriented Search Engine


Jan 07, 2021
Ningxin Xu, Cheng Yang, Yixin Zhu, Xiaowei Hu, Changhu Wang


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VinVL: Making Visual Representations Matter in Vision-Language Models


Jan 02, 2021
Pengchuan Zhang, Xiujun Li, Xiaowei Hu, Jianwei Yang, Lei Zhang, Lijuan Wang, Yejin Choi, Jianfeng Gao


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MiniVLM: A Smaller and Faster Vision-Language Model


Dec 13, 2020
Jianfeng Wang, Xiaowei Hu, Pengchuan Zhang, Xiujun Li, Lijuan Wang, Lei Zhang, Jianfeng Gao, Zicheng Liu


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VIVO: Surpassing Human Performance in Novel Object Captioning with Visual Vocabulary Pre-Training


Sep 28, 2020
Xiaowei Hu, Xi Yin, Kevin Lin, Lijuan Wang, Lei Zhang, Jianfeng Gao, Zicheng Liu


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Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks


May 18, 2020
Xiujun Li, Xi Yin, Chunyuan Li, Pengchuan Zhang, Xiaowei Hu, Lei Zhang, Lijuan Wang, Houdong Hu, Li Dong, Furu Wei, Yejin Choi, Jianfeng Gao

* Code and pre-trained models are released: https://github.com/microsoft/Oscar 

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Instance Shadow Detection


Nov 16, 2019
Tianyu Wang, Xiaowei Hu, Qiong Wang, Pheng-Ann Heng, Chi-Wing Fu


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Revisiting Shadow Detection: A New Benchmark Dataset for Complex World


Nov 16, 2019
Xiaowei Hu, Tianyu Wang, Chi-Wing Fu, Yitong Jiang, Qiong Wang, Pheng-Ann Heng


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CANet: Cross-disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading


Nov 04, 2019
Xiaomeng Li, Xiaowei Hu, Lequan Yu, Lei Zhu, Chi-Wing Fu, Pheng-Ann Heng

* IEEE Transactions on Medical Imaging; code is at https://github.com/xmengli999/CANet 

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Probabilistic Multilayer Regularization Network for Unsupervised 3D Brain Image Registration


Jul 03, 2019
Lihao Liu, Xiaowei Hu, Lei Zhu, Pheng-Ann Heng

* Accepted at MICCAI 2019 

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Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound


Jul 03, 2019
Yi Wang, Haoran Dou, Xiaowei Hu, Lei Zhu, Xin Yang, Ming Xu, Jing Qin, Pheng-Ann Heng, Tianfu Wang, Dong Ni

* 11 pages, 10 figures, 2 tables. Accepted by IEEE transactions on Medical Imaging 

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Mask-ShadowGAN: Learning to Remove Shadows from Unpaired Data


Mar 26, 2019
Xiaowei Hu, Yitong Jiang, Chi-Wing Fu, Pheng-Ann Heng


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SAC-Net: Spatial Attenuation Context for Salient Object Detection


Mar 25, 2019
Xiaowei Hu, Chi-Wing Fu, Lei Zhu, Pheng-Ann Heng


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Direction-aware Spatial Context Features for Shadow Detection


May 16, 2018
Xiaowei Hu, Lei Zhu, Chi-Wing Fu, Jing Qin, Pheng-Ann Heng

* Accepted for oral presentation in CVPR 2018. The journal version of this paper is arXiv:1805.04635 

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SINet: A Scale-insensitive Convolutional Neural Network for Fast Vehicle Detection


May 16, 2018
Xiaowei Hu, Xuemiao Xu, Yongjie Xiao, Hao Chen, Shengfeng He, Jing Qin, Pheng-Ann Heng

* Accepted by IEEE Transactions on Intelligent Transportation Systems (T-ITS) 

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Direction-aware Spatial Context Features for Shadow Detection and Removal


May 12, 2018
Xiaowei Hu, Chi-Wing Fu, Lei Zhu, Jing Qin, Pheng-Ann Heng

* Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). This is the journal version of arXiv:1712.04142, which was accepted for oral presentation in CVPR 2018 

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Richer Convolutional Features for Edge Detection


Apr 09, 2017
Yun Liu, Ming-Ming Cheng, Xiaowei Hu, Kai Wang, Xiang Bai

* IEEE TPAMI 2019 
* IEEE CVPR 2017 

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(Bandit) Convex Optimization with Biased Noisy Gradient Oracles


Sep 22, 2016
Xiaowei Hu, Prashanth L. A., András György, Csaba Szepesvári


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