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Implicit Feature Alignment: Learn to Convert Text Recognizer to Text Spotter


Jun 10, 2021
Tianwei Wang, Yuanzhi Zhu, Lianwen Jin, Dezhi Peng, Zhe Li, Mengchao He, Yongpan Wang, Canjie Luo

* Accepted to CVPR 2021 

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Salient Positions based Attention Network for Image Classification


Jun 09, 2021
Sheng Fang, Kaiyu Li, Zhe Li


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CARLS: Cross-platform Asynchronous Representation Learning System


May 26, 2021
Chun-Ta Lu, Yun Zeng, Da-Cheng Juan, Yicheng Fan, Zhe Li, Jan Dlabal, Yi-Ting Chen, Arjun Gopalan, Allan Heydon, Chun-Sung Ferng, Reah Miyara, Ariel Fuxman, Futang Peng, Zhen Li, Tom Duerig, Andrew Tomkins


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ConTNet: Why not use convolution and transformer at the same time?


May 10, 2021
Haotian Yan, Zhe Li, Weijian Li, Changhu Wang, Ming Wu, Chuang Zhang


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Class-Incremental Learning with Generative Classifiers


Apr 28, 2021
Gido M. van de Ven, Zhe Li, Andreas S. Tolias

* To appear in the IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPR-W) on Continual Learning in Computer Vision (CLVision) 2021 

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POSEFusion: Pose-guided Selective Fusion for Single-view Human Volumetric Capture


Mar 29, 2021
Zhe Li, Tao Yu, Zerong Zheng, Kaiwen Guo, Yebin Liu

* CVPR 2021 (Oral presentation), for more information, please refer to the projectpage http://www.liuyebin.com/posefusion/posefusion.html 

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Temporal Action Segmentation from Timestamp Supervision


Mar 26, 2021
Zhe Li, Yazan Abu Farha, Juergen Gall

* CVPR 2021 

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Improving Attention-Based Handwritten Mathematical Expression Recognition with Scale Augmentation and Drop Attention


Jul 20, 2020
Zhe Li, Lianwen Jin, Songxuan Lai, Yecheng Zhu

* Accepted to appear in ICFHR 2020 

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Joint Multi-Dimension Pruning


May 18, 2020
Zechun Liu, Xiangyu Zhang, Zhiqiang Shen, Zhe Li, Yichen Wei, Kwang-Ting Cheng, Jian Sun


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Robust 3D Self-portraits in Seconds


Apr 06, 2020
Zhe Li, Tao Yu, Chuanyu Pan, Zerong Zheng, Yebin Liu

* CVPR 2020, oral 

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RCC-Dual-GAN: An Efficient Approach for Outlier Detection with Few Identified Anomalies


Mar 07, 2020
Zhe Li, Chunhua Sun, Chunli Liu, Xiayu Chen, Meng Wang, Yezheng Liu


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Long Short-Term Sample Distillation


Mar 02, 2020
Liang Jiang, Zujie Wen, Zhongping Liang, Yafang Wang, Gerard de Melo, Zhe Li, Liangzhuang Ma, Jiaxing Zhang, Xiaolong Li, Yuan Qi

* published as a conference paper at AAAI 2020 

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Learning From Brains How to Regularize Machines


Nov 11, 2019
Zhe Li, Wieland Brendel, Edgar Y. Walker, Erick Cobos, Taliah Muhammad, Jacob Reimer, Matthias Bethge, Fabian H. Sinz, Xaq Pitkow, Andreas S. Tolias

* 14 pages, 7 figures, NeurIPS 2019 

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Prior-aware Neural Network for Partially-Supervised Multi-Organ Segmentation


Apr 12, 2019
Yuyin Zhou, Zhe Li, Song Bai, Chong Wang, Xinlei Chen, Mei Han, Elliot Fishman, Alan Yuille

* Tech Report 

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CircConv: A Structured Convolution with Low Complexity


Feb 28, 2019
Siyu Liao, Zhe Li, Liang Zhao, Qinru Qiu, Yanzhi Wang, Bo Yuan

* Published in AAAI 2019 

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E-RNN: Design Optimization for Efficient Recurrent Neural Networks in FPGAs


Dec 12, 2018
Zhe Li, Caiwen Ding, Siyue Wang, Wujie Wen, Youwei Zhuo, Chang Liu, Qinru Qiu, Wenyao Xu, Xue Lin, Xuehai Qian, Yanzhi Wang

* In The 25th International Symposium on High-Performance Computer Architecture (HPCA 2019) 

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Generative Adversarial Active Learning for Unsupervised Outlier Detection


Sep 28, 2018
Yezheng Liu, Zhe Li, Chong Zhou, Yuanchun Jiang, Jianshan Sun, Meng Wang, Xiangnan He

* submitted to IEEE Transactions on Knowledge and Data Engineering 

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A Unified Analysis of Stochastic Momentum Methods for Deep Learning


Aug 30, 2018
Yan Yan, Tianbao Yang, Zhe Li, Qihang Lin, Yi Yang

* In IJCAI, pp. 2955-2961. 2018 
* Previous Technical Report: arXiv:1604.03257 

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C3PO: Database and Benchmark for Early-stage Malicious Activity Detection in 3D Printing


Aug 02, 2018
Zhe Li, Xiaolong Ma, Hongjia Li, Qiyuan An, Aditya Singh Rathore, Qinru Qiu, Wenyao Xu, Yanzhi Wang

* The paper contains error, and the project is suspended, the results will be not updated in the near future, withdraw is better option than replace 

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Thoracic Disease Identification and Localization with Limited Supervision


Jun 20, 2018
Zhe Li, Chong Wang, Mei Han, Yuan Xue, Wei Wei, Li-Jia Li, Li Fei-Fei

* Conference on Computer Vision and Pattern Recognition 2018 (CVPR 2018). V1: CVPR submission; V2: +supplementary; V3: CVPR camera-ready; V4: correction, update reference baseline results according to their latest post; V5: minor correction; V6: Identification results using NIH data splits and various image models 

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EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching


Jun 05, 2018
Jian Ren, Zhe Li, Jianchao Yang, Ning Xu, Tianbao Yang, David J. Foran


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An Aggressive Genetic Programming Approach for Searching Neural Network Structure Under Computational Constraints


Jun 03, 2018
Zhe Li, Xuehan Xiong, Zhou Ren, Ning Zhang, Xiaoyu Wang, Tianbao Yang


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Towards Budget-Driven Hardware Optimization for Deep Convolutional Neural Networks using Stochastic Computing


May 10, 2018
Zhe Li, Ji Li, Ao Ren, Caiwen Ding, Jeffrey Draper, Qinru Qiu, Bo Yuan, Yanzhi Wang

* Accepted by IEEE Computer Society Annual Symposium on VLSI 2018 

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Learning Topics using Semantic Locality


Apr 11, 2018
Ziyi Zhao, Krittaphat Pugdeethosapol, Sheng Lin, Zhe Li, Caiwen Ding, Yanzhi Wang, Qinru Qiu

* International Conference of Pattern Recognition (ICPR) in 2018 

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Efficient Recurrent Neural Networks using Structured Matrices in FPGAs


Mar 22, 2018
Zhe Li, Shuo Wang, Caiwen Ding, Qinru Qiu, Yanzhi Wang, Yun Liang

* To appear in International Conference on Learning Representations 2018 Workshop Track 

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