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Competence-based Curriculum Learning for Multilingual Machine Translation


Sep 09, 2021
Mingliang Zhang, Fandong Meng, Yunhai Tong, Jie Zhou

* Accepted by Findings of EMNLP 2021. We release the codes at https://github.com/zml24/ccl-m 

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Improving Video Instance Segmentation via Temporal Pyramid Routing


Jul 28, 2021
Xiangtai Li, Hao He, Henghui Ding, Kuiyuan Yang, Guangliang Cheng, Jianping Shi, Yunhai Tong


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Global Aggregation then Local Distribution for Scene Parsing


Jul 28, 2021
Xiangtai Li, Li Zhang, Guangliang Cheng, Kuiyuan Yang, Yunhai Tong, Xiatian Zhu, Tao Xiang

* Accepted by IEEE-TIP-2021. arXiv admin note: text overlap with arXiv:1909.07229 

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BoundarySqueeze: Image Segmentation as Boundary Squeezing


May 25, 2021
Hao He, Xiangtai Li, Kuiyuan Yang, Guangliang Cheng, Jianping Shi, Yunhai Tong, Zhengjun Zha, Lubin Weng


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Dynamic Dual Sampling Module for Fine-Grained Semantic Segmentation


May 25, 2021
Chen Shi, Xiangtai Li, Yanran Wu, Yunhai Tong, Yi Xu

* accepted by ICIP-2021 

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Fast and Accurate Scene Parsing via Bi-direction Alignment Networks


May 25, 2021
Yanran Wu, Xiangtai Li, Chen Shi, Yunhai Tong, Yang Hua, Tao Song, Ruhui Ma, Haibing Guan

* accepted by ICIP-2021 

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End-to-End Video Object Detection with Spatial-Temporal Transformers


May 23, 2021
Lu He, Qianyu Zhou, Xiangtai Li, Li Niu, Guangliang Cheng, Xiao Li, Wenxuan Liu, Yunhai Tong, Lizhuang Ma, Liqing Zhang


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Enhanced Boundary Learning for Glass-like Object Segmentation


Mar 29, 2021
Hao He, Xiangtai Li, Guangliang Cheng, Jianping Shi, Yunhai Tong, Gaofeng Meng, Véronique Prinet, Lubin Weng


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Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting


Mar 13, 2021
Defu Cao, Yujing Wang, Juanyong Duan, Ce Zhang, Xia Zhu, Conguri Huang, Yunhai Tong, Bixiong Xu, Jing Bai, Jie Tong, Qi Zhang

* Accepted by NeurIPS 2020. 20 pages, 7 figures 

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PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation


Mar 11, 2021
Xiangtai Li, Hao He, Xia Li, Duo Li, Guangliang Cheng, Jianping Shi, Lubin Weng, Yunhai Tong, Zhouchen Lin

* accepted by CVPR2021 

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Syntax-BERT: Improving Pre-trained Transformers with Syntax Trees


Mar 07, 2021
Jiangang Bai, Yujing Wang, Yiren Chen, Yaming Yang, Jing Bai, Jing Yu, Yunhai Tong

* EACL2021 

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Evolving Attention with Residual Convolutions


Feb 20, 2021
Yujing Wang, Yaming Yang, Jiangang Bai, Mingliang Zhang, Jing Bai, Jing Yu, Ce Zhang, Gao Huang, Yunhai Tong


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Towards Efficient Scene Understanding via Squeeze Reasoning


Nov 06, 2020
Xiangtai Li, Xia Li, Ansheng You, Li Zhang, Guangliang Cheng, Kuiyuan Yang, Yunhai Tong, Zhouchen Lin


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AutoADR: Automatic Model Design for Ad Relevance


Oct 14, 2020
Yiren Chen, Yaming Yang, Hong Sun, Yujing Wang, Yu Xu, Wei Shen, Rong Zhou, Yunhai Tong, Jing Bai, Ruofei Zhang

* CIKM 2020 

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Multivariate Time-series Anomaly Detection via Graph Attention Network


Sep 04, 2020
Hang Zhao, Yujing Wang, Juanyong Duan, Congrui Huang, Defu Cao, Yunhai Tong, Bixiong Xu, Jing Bai, Jie Tong, Qi Zhang

* Accepted by ICDM 2020. 10 pages 

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Improving Semantic Segmentation via Decoupled Body and Edge Supervision


Aug 18, 2020
Xiangtai Li, Xia Li, Li Zhang, Guangliang Cheng, Jianping Shi, Zhouchen Lin, Shaohua Tan, Yunhai Tong

* accepted by ECCV 2020 

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Boundary Content Graph Neural Network for Temporal Action Proposal Generation


Aug 04, 2020
Yueran Bai, Yingying Wang, Yunhai Tong, Yang Yang, Qiyue Liu, Junhui Liu


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Improving BERT with Self-Supervised Attention


Apr 29, 2020
Xiaoyu Kou, Yaming Yang, Yujing Wang, Ce Zhang, Yiren Chen, Yunhai Tong, Yan Zhang, Jing Bai


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LadaBERT: Lightweight Adaptation of BERT through Hybrid Model Compression


Apr 08, 2020
Yihuan Mao, Yujing Wang, Chufan Wu, Chen Zhang, Yang Wang, Yaming Yang, Quanlu Zhang, Yunhai Tong, Jing Bai


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Semantic Flow for Fast and Accurate Scene Parsing


Feb 24, 2020
Xiangtai Li, Ansheng You, Zhen Zhu, Houlong Zhao, Maoke Yang, Kuiyuan Yang, Yunhai Tong


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TextNAS: A Neural Architecture Search Space tailored for Text Representation


Dec 23, 2019
Yujing Wang, Yaming Yang, Yiren Chen, Jing Bai, Ce Zhang, Guinan Su, Xiaoyu Kou, Yunhai Tong, Mao Yang, Lidong Zhou


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Customized Graph Embedding: Tailoring the Embedding Vector to a Specific Application


Nov 21, 2019
Bitan Hou, Yujing Wang, Ming Zeng, Shan Jiang, Ole J. Mengshoel, Yunhai Tong, Jing Bai

* 7+1pages, submitted to ECAI2020, the first three authors contributed equally to this paper, work was partially done when Bitan visited MSRA 

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Global Aggregation then Local Distribution in Fully Convolutional Networks


Sep 16, 2019
Xiangtai Li, Li Zhang, Ansheng You, Maoke Yang, Kuiyuan Yang, Yunhai Tong

* accepted at BMVC 2019 

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Dual Graph Convolutional Network for Semantic Segmentation


Sep 13, 2019
Li Zhang, Xiangtai Li, Anurag Arnab, Kuiyuan Yang, Yunhai Tong, Philip H. S. Torr

* accepted at BMVC 2019 

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Reprojection R-CNN: A Fast and Accurate Object Detector for 360° Images


Jul 27, 2019
Pengyu Zhao, Ansheng You, Yuanxing Zhang, Jiaying Liu, Kaigui Bian, Yunhai Tong

* 10 pages, 7 figures 

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GFF: Gated Fully Fusion for Semantic Segmentation


Apr 03, 2019
Xiangtai Li, Houlong Zhao, Lei Han, Yunhai Tong, Kuiyuan Yang

* 10 pages,8 figures 

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A Cooperative Multi-Agent Reinforcement Learning Framework for Resource Balancing in Complex Logistics Network


Mar 02, 2019
Xihan Li, Jia Zhang, Jiang Bian, Yunhai Tong, Tie-Yan Liu

* Accepted by AAMAS 2019 

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