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ARCH++: Animation-Ready Clothed Human Reconstruction Revisited


Aug 17, 2021
Tong He, Yuanlu Xu, Shunsuke Saito, Stefano Soatto, Tony Tung

* Accepted by ICCV 2021 

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Progressive Coordinate Transforms for Monocular 3D Object Detection


Aug 13, 2021
Li Wang, Li Zhang, Yi Zhu, Zhi Zhang, Tong He, Mu Li, Xiangyang Xue

* Code is available at: https://github.com/amazon-research/progressive-coordinate-transforms 

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Dynamic Convolution for 3D Point Cloud Instance Segmentation


Jul 18, 2021
Tong He, Chunhua Shen, Anton van den Hengel

* Extended version of arXiv:2011.13328 

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Learning Hierarchical Graph Neural Networks for Image Clustering


Jul 17, 2021
Yifan Xing, Tong He, Tianjun Xiao, Yongxin Wang, Yuanjun Xiong, Wei Xia, David Wipf, Zheng Zhang, Stefano Soatto


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ABCNet v2: Adaptive Bezier-Curve Network for Real-time End-to-end Text Spotting


May 29, 2021
Yuliang Liu, Chunhua Shen, Lianwen Jin, Tong He, Peng Chen, Chongyu Liu, Hao Chen

* Table 7 updated. Code is at: https://git.io/AdelaiDet. Journal extension of arXiv:2002.10200 

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HCRF-Flow: Scene Flow from Point Clouds with Continuous High-order CRFs and Position-aware Flow Embedding


May 17, 2021
Ruibo Li, Guosheng Lin, Tong He, Fayao Liu, Chunhua Shen

* Accepted to CVPR2021 

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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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