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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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End-to-End Semi-Supervised Object Detection with Soft Teacher


Jun 17, 2021
Mengde Xu, Zheng Zhang, Han Hu, Jianfeng Wang, Lijuan Wang, Fangyun Wei, Xiang Bai, Zicheng Liu


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Convolutional Neural Networks with Gated Recurrent Connections


Jun 05, 2021
Jianfeng Wang, Xiaolin Hu

* Accepted by TPAMI. An extension of our previous NeurIPS 2017 paper "Gated recurrent convolution neural network for OCR". We demonstrate the good performance of GRCNN on image classification and object detection. Codes are available at: https://github.com/Jianf-Wang/GRCNN 

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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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DAP: Detection-Aware Pre-training with Weak Supervision


Mar 30, 2021
Yuanyi Zhong, Jianfeng Wang, Lijuan Wang, Jian Peng, Yu-Xiong Wang, Lei Zhang

* To appear in CVPR 2021 

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Adversarial Feature Augmentation and Normalization for Visual Recognition


Mar 22, 2021
Tianlong Chen, Yu Cheng, Zhe Gan, Jianfeng Wang, Lijuan Wang, Zhangyang Wang, Jingjing Liu


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SEED: Self-supervised Distillation For Visual Representation


Jan 12, 2021
Zhiyuan Fang, Jianfeng Wang, Lijuan Wang, Lei Zhang, Yezhou Yang, Zicheng Liu

* Accepted as a conference paper at ICLR 2021 

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LLA: Loss-aware Label Assignment for Dense Pedestrian Detection


Jan 12, 2021
Zheng Ge, Jianfeng Wang, Xin Huang, Songtao Liu, Osamu Yoshie

* In the reviewing process of Pattern Recognition 

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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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TAP: Text-Aware Pre-training for Text-VQA and Text-Caption


Dec 08, 2020
Zhengyuan Yang, Yijuan Lu, Jianfeng Wang, Xi Yin, Dinei Florencio, Lijuan Wang, Cha Zhang, Lei Zhang, Jiebo Luo


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End-to-End Object Detection with Fully Convolutional Network


Dec 07, 2020
Jianfeng Wang, Lin Song, Zeming Li, Hongbin Sun, Jian Sun, Nanning Zheng


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Boosting Weakly Supervised Object Detection with Progressive Knowledge Transfer


Jul 15, 2020
Yuanyi Zhong, Jianfeng Wang, Jian Peng, Lei Zhang

* ECCV 2020. Code: https://github.com/mikuhatsune/wsod_transfer 

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AutoAssign: Differentiable Label Assignment for Dense Object Detection


Jul 07, 2020
Benjin Zhu, Jianfeng Wang, Zhengkai Jiang, Fuhang Zong, Songtao Liu, Zeming Li, Jian Sun

* Rejected by ECCV 2020; Reformated 

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Hashing-based Non-Maximum Suppression for Crowded Object Detection


May 22, 2020
Jianfeng Wang, Xi Yin, Lijuan Wang, Lei Zhang


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Learning to Count Objects with Few Exemplar Annotations


May 20, 2019
Jianfeng Wang, Rong Xiao, Yandong Guo, Lei Zhang


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High Frequency Residual Learning for Multi-Scale Image Classification


May 07, 2019
Bowen Cheng, Rong Xiao, Jianfeng Wang, Thomas Huang, Lei 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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WIDER Face and Pedestrian Challenge 2018: Methods and Results


Feb 19, 2019
Chen Change Loy, Dahua Lin, Wanli Ouyang, Yuanjun Xiong, Shuo Yang, Qingqiu Huang, Dongzhan Zhou, Wei Xia, Quanquan Li, Ping Luo, Junjie Yan, Jianfeng Wang, Zuoxin Li, Ye Yuan, Boxun Li, Shuai Shao, Gang Yu, Fangyun Wei, Xiang Ming, Dong Chen, Shifeng Zhang, Cheng Chi, Zhen Lei, Stan Z. Li, Hongkai Zhang, Bingpeng Ma, Hong Chang, Shiguang Shan, Xilin Chen, Wu Liu, Boyan Zhou, Huaxiong Li, Peng Cheng, Tao Mei, Artem Kukharenko, Artem Vasenin, Nikolay Sergievskiy, Hua Yang, Liangqi Li, Qiling Xu, Yuan Hong, Lin Chen, Mingjun Sun, Yirong Mao, Shiying Luo, Yongjun Li, Ruiping Wang, Qiaokang Xie, Ziyang Wu, Lei Lu, Yiheng Liu, Wengang Zhou

* Report of ECCV 2018 workshop: WIDER Face and Pedestrian Challenge 

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Anchor Box Optimization for Object Detection


Dec 02, 2018
Yuanyi Zhong, Jianfeng Wang, Jian Peng, Lei Zhang


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Revisit Multinomial Logistic Regression in Deep Learning: Data Dependent Model Initialization for Image Recognition


Sep 17, 2018
Bowen Cheng, Rong Xiao, Yandong Guo, Yuxiao Hu, Jianfeng Wang, Lei Zhang

* tech report 

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Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation


Sep 07, 2018
Qiuyuan Huang, Zhe Gan, Asli Celikyilmaz, Dapeng Wu, Jianfeng Wang, Xiaodong He


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SFace: An Efficient Network for Face Detection in Large Scale Variations


Apr 23, 2018
Jianfeng Wang, Ye Yuan, Boxun Li, Gang Yu, Sun Jian


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Face Attention Network: An Effective Face Detector for the Occluded Faces


Nov 22, 2017
Jianfeng Wang, Ye Yuan, Gang Yu


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Manipulated Object Proposal: A Discriminative Object Extraction and Feature Fusion Framework for First-Person Daily Activity Recognition


May 31, 2016
Changzhi Luo, Bingbing Ni, Jun Yuan, Jianfeng Wang, Shuicheng Yan, Meng Wang

* This paper has been withdrawn by the author due to incomplete experiments 

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Group $K$-Means


Jan 05, 2015
Jianfeng Wang, Shuicheng Yan, Yi Yang, Mohan S Kankanhalli, Shipeng Li, Jingdong Wang

* The developed algorithm is similar with "Christopher F. Barnes, A new multiple path search technique for residual vector quantizers, 1994", but we conduct the research independently and apply it in data/feature compression and image retrieval 

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Optimized Cartesian $K$-Means


May 16, 2014
Jianfeng Wang, Jingdong Wang, Jingkuan Song, Xin-Shun Xu, Heng Tao Shen, Shipeng Li

* to appear in IEEE TKDE, accepted in Apr. 2014 

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