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DyCo3D: Robust Instance Segmentation of 3D Point Clouds through Dynamic Convolution

Nov 26, 2020
Tong He, Chunhua Shen, Anton van den Hengel


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Geo-PIFu: Geometry and Pixel Aligned Implicit Functions for Single-view Human Reconstruction

Jun 15, 2020
Tong He, John Collomosse, Hailin Jin, Stefano Soatto


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FCOS: A simple and strong anchor-free object detector

Jun 14, 2020
Zhi Tian, Chunhua Shen, Hao Chen, Tong He

* Extended version of "FCOS: Fully Convolutional One-Stage Object Detection". Code is at: https://git.io/AdelaiDet. arXiv admin note: substantial text overlap with arXiv:1904.01355 

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Improving Semantic Segmentation via Self-Training

May 06, 2020
Yi Zhu, Zhongyue Zhang, Chongruo Wu, Zhi Zhang, Tong He, Hang Zhang, R. Manmatha, Mu Li, Alexander Smola


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ResNeSt: Split-Attention Networks

Apr 19, 2020
Hang Zhang, Chongruo Wu, Zhongyue Zhang, Yi Zhu, Zhi Zhang, Haibin Lin, Yue Sun, Tong He, Jonas Mueller, R. Manmatha, Mu Li, Alexander Smola


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ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve Network

Feb 25, 2020
Yuliang Liu, Hao Chen, Chunhua Shen, Tong He, Lianwen Jin, Liangwei Wang

* Accepted to Proc. IEEE Conf. Comp. Vis. Pattern Recogn. (CVPR) 2020 

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Learning and Memorizing Representative Prototypes for 3D Point Cloud Semantic and Instance Segmentation

Jan 06, 2020
Tong He, Dong Gong, Zhi Tian, Chunhua Shen


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Focusing and Diffusion: Bidirectional Attentive Graph Convolutional Networks for Skeleton-based Action Recognition

Dec 24, 2019
Jialin Gao, Tong He, Xi Zhou, Shiming Ge


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Exploring the Capacity of Sequential-free Box Discretization Network for Omnidirectional Scene Text Detection

Dec 20, 2019
Yuliang Liu, Tong He, Hao Chen, Xinyu Wang, Canjie Luo, Shuaitao Zhang, Chunhua Shen, Lianwen Jin


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LaTeS: Latent Space Distillation for Teacher-Student Driving Policy Learning

Dec 06, 2019
Albert Zhao, Tong He, Yitao Liang, Haibin Huang, Guy Van den Broeck, Stefano Soatto


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GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing

Jul 09, 2019
Jian Guo, He He, Tong He, Leonard Lausen, Mu Li, Haibin Lin, Xingjian Shi, Chenguang Wang, Junyuan Xie, Sheng Zha, Aston Zhang, Hang Zhang, Zhi Zhang, Zhongyue Zhang, Shuai Zheng


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Dynamic Mini-batch SGD for Elastic Distributed Training: Learning in the Limbo of Resources

May 02, 2019
Haibin Lin, Hang Zhang, Yifei Ma, Tong He, Zhi Zhang, Sheng Zha, Mu Li


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FCOS: Fully Convolutional One-Stage Object Detection

Apr 14, 2019
Zhi Tian, Chunhua Shen, Hao Chen, Tong He

* 13 pages. Code is available at: https://github.com/tianzhi0549/FCOS/ 

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Bag of Freebies for Training Object Detection Neural Networks

Apr 12, 2019
Zhi Zhang, Tong He, Hang Zhang, Zhongyue Zhang, Junyuan Xie, Mu Li


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Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flexible Feature Aggregation

Apr 05, 2019
Zhi Tian, Tong He, Chunhua Shen, Youliang Yan

* Accepted to Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), 2019. Content may change prior to final publication 

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Knowledge Adaptation for Efficient Semantic Segmentation

Mar 12, 2019
Tong He, Chunhua Shen, Zhi Tian, Dong Gong, Changming Sun, Youliang Yan

* Accepted to IEEE Conf. Computer Vision and Pattern Recognition, 2019 

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Mono3D++: Monocular 3D Vehicle Detection with Two-Scale 3D Hypotheses and Task Priors

Jan 11, 2019
Tong He, Stefano Soatto

* Proc. of the AAAI, September 2018 

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GIF2Video: Color Dequantization and Temporal Interpolation of GIF images

Jan 09, 2019
Yang Wang, Haibin Huang, Chuan Wang, Tong He, Jue Wang, Minh Hoai


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GeoNet: Deep Geodesic Networks for Point Cloud Analysis

Jan 03, 2019
Tong He, Haibin Huang, Li Yi, Yuqian Zhou, Chihao Wu, Jue Wang, Stefano Soatto


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Bag of Tricks for Image Classification with Convolutional Neural Networks

Dec 05, 2018
Tong He, Zhi Zhang, Hang Zhang, Zhongyue Zhang, Junyuan Xie, Mu Li

* 10 pages, 9 tables, 4 figures 

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An end-to-end TextSpotter with Explicit Alignment and Attention

Mar 23, 2018
Tong He, Zhi Tian, Weilin Huang, Chunhua Shen, Yu Qiao, Changming Sun

* Accepted to IEEE Conf. Computer Vision and Pattern Recognition (CVPR) 2018. Code is available at: https://github.com/tonghe90/textspotter 

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Detecting Text in Natural Image with Connectionist Text Proposal Network

Sep 12, 2016
Zhi Tian, Weilin Huang, Tong He, Pan He, Yu Qiao

* To appear in ECCV, 2016 

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Accurate Text Localization in Natural Image with Cascaded Convolutional Text Network

Mar 31, 2016
Tong He, Weilin Huang, Yu Qiao, Jian Yao


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Text-Attentional Convolutional Neural Networks for Scene Text Detection

Mar 24, 2016
Tong He, Weilin Huang, Yu Qiao, Jian Yao

* To appear in IEEE Trans. on Image Processing, 2016 

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