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Text Recognition in Real Scenarios with a Few Labeled Samples

Jun 22, 2020
Jinghuang Lin, Zhanzhan Cheng, Fan Bai, Yi Niu, Shiliang Pu, Shuigeng Zhou

* 8 pages, 6 figures 

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Unsupervised Image Classification for Deep Representation Learning

Jun 20, 2020
Weijie Chen, Shiliang Pu, Di Xie, Shicai Yang, Yilu Guo, Luojun Lin

* submitted to ECCV 2020 

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TRIE: End-to-End Text Reading and Information Extraction for Document Understanding

May 27, 2020
Peng Zhang, Yunlu Xu, Zhanzhan Cheng, Shiliang Pu, Jing Lu, Liang Qiao, Yi Niu, Fei Wu


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SPIN: Structure-Preserving Inner Offset Network for Scene Text Recognition

May 27, 2020
Chengwei Zhang, Yunlu Xu, Zhanzhan Cheng, Shiliang Pu, Yi Niu, Fei Wu, Futai Zou


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Object-QA: Towards High Reliable Object Quality Assessment

May 27, 2020
Jing Lu, Baorui Zou, Zhanzhan Cheng, Shiliang Pu, Shuigeng Zhou, Yi Niu, Fei Wu


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IROS 2019 Lifelong Robotic Vision Challenge -- Lifelong Object Recognition Report

Apr 26, 2020
Qi She, Fan Feng, Qi Liu, Rosa H. M. Chan, Xinyue Hao, Chuanlin Lan, Qihan Yang, Vincenzo Lomonaco, German I. Parisi, Heechul Bae, Eoin Brophy, Baoquan Chen, Gabriele Graffieti, Vidit Goel, Hyonyoung Han, Sathursan Kanagarajah, Somesh Kumar, Siew-Kei Lam, Tin Lun Lam, Liang Ma, Davide Maltoni, Lorenzo Pellegrini, Duvindu Piyasena, Shiliang Pu, Debdoot Sheet, Soonyong Song, Youngsung Son, Zhengwei Wang, Tomas E. Ward, Jianwen Wu, Meiqing Wu, Di Xie, Yangsheng Xu, Lin Yang, Qiaoyong Zhong, Liguang Zhou

* 9 pages, 11 figures, 3 tables, accepted into IEEE Robotics and Automation Magazine. arXiv admin note: text overlap with arXiv:1911.06487 

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Counterfactual Samples Synthesizing for Robust Visual Question Answering

Mar 14, 2020
Long Chen, Xin Yan, Jun Xiao, Hanwang Zhang, Shiliang Pu, Yueting Zhuang

* Appear in CVPR 2020; Codes in https://github.com/yanxinzju/CSS-VQA 

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Neural Inheritance Relation Guided One-Shot Layer Assignment Search

Feb 28, 2020
Rang Meng, Weijie Chen, Di Xie, Yuan Zhang, Shiliang Pu

* AAAI2020 

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Refined Gate: A Simple and Effective Gating Mechanism for Recurrent Units

Feb 26, 2020
Zhanzhan Cheng, Yunlu Xu, Mingjian Cheng, Yu Qiao, Shiliang Pu, Yi Niu, Fei Wu


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Text Perceptron: Towards End-to-End Arbitrary-Shaped Text Spotting

Feb 17, 2020
Liang Qiao, Sanli Tang, Zhanzhan Cheng, Yunlu Xu, Yi Niu, Shiliang Pu, Fei Wu

* Accepted by AAAI2020 

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An End-to-End Audio Classification System based on Raw Waveforms and Mix-Training Strategy

Nov 21, 2019
Jiaxu Chen, Jing Hao, Kai Chen, Di Xie, Shicai Yang, Shiliang Pu

* InterSpeech 2019 

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Adversarial Seeded Sequence Growing for Weakly-Supervised Temporal Action Localization

Aug 07, 2019
Chengwei Zhang, Yunlu Xu, Zhanzhan Cheng, Yi Niu, Shiliang Pu, Fei Wu, Futai Zou

* To be appeared in ACM MM2019 

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Learned Quality Enhancement via Multi-Frame Priors for HEVC Compliant Low-Delay Applications

May 03, 2019
Ming Lu, Ming Cheng, Yiling Xu, Shiliang Pu, Qiu Shen, Zhan Ma


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Posterior-regularized REINFORCE for Instance Selection in Distant Supervision

Apr 17, 2019
Qi Zhang, Siliang Tang, Xiang Ren, Fei Wu, Shiliang Pu, Yueting Zhuang

* naacl 2019 
* Five pages 

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Extreme Image Compression via Multiscale Autoencoders With Generative Adversarial Optimization

Apr 08, 2019
Chao Huang, Haojie Liu, Tong Chen, Shiliang Pu, Qiu Shen, Zhan Ma


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All You Need is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification

Mar 13, 2019
Weijie Chen, Di Xie, Yuan Zhang, Shiliang Pu

* CVPR2019 

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Efficient Video Scene Text Spotting: Unifying Detection, Tracking, and Recognition

Mar 08, 2019
Zhanzhan Cheng, Jing Lu, Jianwen Xie, Yi Niu, Shiliang Pu, Fei Wu


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Collaborative Spatio-temporal Feature Learning for Video Action Recognition

Mar 04, 2019
Chao Li, Qiaoyong Zhong, Di Xie, Shiliang Pu

* CVPR 2019 

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Cross-relation Cross-bag Attention for Distantly-supervised Relation Extraction

Dec 27, 2018
Yujin Yuan, Liyuan Liu, Siliang Tang, Zhongfei Zhang, Yueting Zhuang, Shiliang Pu, Fei Wu, Xiang Ren

* AAAI 2019 

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A Layer Decomposition-Recomposition Framework for Neuron Pruning towards Accurate Lightweight Networks

Dec 17, 2018
Weijie Chen, Yuan Zhang, Di Xie, Shiliang Pu

* accepted by AAAI19 as oral 

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Learning Incremental Triplet Margin for Person Re-identification

Dec 17, 2018
Yingying Zhang, Qiaoyong Zhong, Liang Ma, Di Xie, Shiliang Pu

* accepted by AAAI19 as spotlight 

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Scene Dynamics: Counterfactual Critic Multi-Agent Training for Scene Graph Generation

Dec 06, 2018
Long Chen, Hanwang Zhang, Jun Xiao, Xiangnan He, Shiliang Pu, Shih-Fu Chang


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Segregated Temporal Assembly Recurrent Networks for Weakly Supervised Multiple Action Detection

Nov 19, 2018
Yunlu Xu, Chengwei Zhang, Zhanzhan Cheng, Jianwen Xie, Yi Niu, Shiliang Pu, Fei Wu

* Accepted to Proc. AAAI Conference on Artificial Intelligence 2019 

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Extreme Network Compression via Filter Group Approximation

Jul 31, 2018
Bo Peng, Wenming Tan, Zheyang Li, Shun Zhang, Di Xie, Shiliang Pu

* Accepted by ECCV2018 

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Small-scale Pedestrian Detection Based on Somatic Topology Localization and Temporal Feature Aggregation

Jul 04, 2018
Tao Song, Leiyu Sun, Di Xie, Haiming Sun, Shiliang Pu

* Accepted by ECCV18 

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Edit Probability for Scene Text Recognition

May 09, 2018
Fan Bai, Zhanzhan Cheng, Yi Niu, Shiliang Pu, Shuigeng Zhou


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Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation

Apr 17, 2018
Chao Li, Qiaoyong Zhong, Di Xie, Shiliang Pu

* IJCAI18 oral 

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AON: Towards Arbitrarily-Oriented Text Recognition

Mar 22, 2018
Zhanzhan Cheng, Yangliu Xu, Fan Bai, Yi Niu, Shiliang Pu, Shuigeng Zhou

* Accepted by CVPR2018 

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Cascade Region Proposal and Global Context for Deep Object Detection

Oct 30, 2017
Qiaoyong Zhong, Chao Li, Yingying Zhang, Di Xie, Shicai Yang, Shiliang Pu

* Preprint to appear in Neurocomputing 

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Focusing Attention: Towards Accurate Text Recognition in Natural Images

Oct 17, 2017
Zhanzhan Cheng, Fan Bai, Yunlu Xu, Gang Zheng, Shiliang Pu, Shuigeng Zhou

* Revise the description of IC15 datasets (1811 samples) 

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