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Box2Seg: Learning Semantics of 3D Point Clouds with Box-Level Supervision


Jan 09, 2022
Yan Liu, Qingyong Hu, Yinjie Lei, Kai Xu, Jonathan Li, Yulan Guo

* 9 pages, 7 figures 

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Mind Your Clever Neighbours: Unsupervised Person Re-identification via Adaptive Clustering Relationship Modeling


Dec 08, 2021
Lianjie Jia, Chenyang Yu, Xiehao Ye, Tianyu Yan, Yinjie Lei, Pingping Zhang

* The experimental results are not sufficient 

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Overcome Anterograde Forgetting with Cycled Memory Networks


Dec 04, 2021
Jian Peng, Dingqi Ye, Bo Tang, Yinjie Lei, Yu Liu, Haifeng Li

* 14 pages, 15 figures 

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Reviewing continual learning from the perspective of human-level intelligence


Nov 23, 2021
Yifan Chang, Wenbo Li, Jian Peng, Bo Tang, Yu Kang, Yinjie Lei, Yuanmiao Gui, Qing Zhu, Yu Liu, Haifeng Li

* 21 pages, 10 figures 

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Sparse-to-dense Feature Matching: Intra and Inter domain Cross-modal Learning in Domain Adaptation for 3D Semantic Segmentation


Aug 08, 2021
Duo Peng, Yinjie Lei, Wen Li, Pingping Zhang, Yulan Guo

* 10 pages,6 figures,accepted at ICCV 2021 

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Global and Local Texture Randomization for Synthetic-to-Real Semantic Segmentation


Aug 06, 2021
Duo Peng, Yinjie Lei, Lingqiao Liu, Pingping Zhang, Jun Liu

* 15 pages, 14 figures, accepted by IEEE Transactions on Image Processing (TIP 2021) 

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A Generalized Framework for Edge-preserving and Structure-preserving Image Smoothing


Aug 04, 2021
Wei Liu, Pingping Zhang, Yinjie Lei, Xiaolin Huang, Jie Yang, Michael Ng

* This work is accepted by TPAMI. The code is available at https://github.com/wliusjtu/Generalized-Smoothing-Framework. arXiv admin note: substantial text overlap with arXiv:1907.09642 

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Contextualize Knowledge Bases with Transformer for End-to-end Task-Oriented Dialogue Systems


Oct 22, 2020
Yanjie Gou, Yinjie Lei, Lingqiao Liu

* Third version of this work; Correct some typos 

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Context-aware Memory Enhanced Transformer for End-to-end Task-Oriented Dialogue Systems


Oct 20, 2020
Yanjie Gou, Yinjie Lei, Lingqiao Liu

* Second version of this work; Slightly modify our method; Add the ablation study and error analysis; Correct some typos 

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Hierarchical Paired Channel Fusion Network for Street Scene Change Detection


Oct 19, 2020
Yinjie Lei, Duo Peng, Pingping Zhang, Qiuhong Ke, Haifeng Li

* To appear in Transactions on Image Processing, including 13 pages, 13 figures, 9 tables 

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Dynamic Memory Enhanced Transformer for End-to-end Task-Oriented Dialogue System


Oct 12, 2020
Yanjie Gou, Yinjie Lei, Lingqiao Liu

* First version of this work 

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Semi-Supervised Crowd Counting via Self-Training on Surrogate Tasks


Jul 07, 2020
Yan Liu, Lingqiao Liu, Peng Wang, Pingping Zhang, Yinjie Lei

* To be appeared at ECCV 2020 

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Towards Using Count-level Weak Supervision for Crowd Counting


Feb 29, 2020
Yinjie Lei, Yan Liu, Pingping Zhang, Lingqiao Liu


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Overcoming Long-term Catastrophic Forgetting through Adversarial Neural Pruning and Synaptic Consolidation


Dec 19, 2019
Jian Peng Bo Tang, Hao Jiang, Zhuo Li, Yinjie Lei, Tao Lin, Haifeng Li

* 12 pages, 12 figures 

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Improving Distant Supervised Relation Extraction by Dynamic Neural Network


Dec 13, 2019
Yanjie Gou, Yinjie Lei, Lingqiao Liu, Pingping Zhang, Xi Peng

* 29 pages, 8 figures 

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DNNRE: A Dynamic Neural Network for Distant Supervised Relation Extraction


Nov 15, 2019
Yanjie Gou, Yinjie Lei, Lingqiao Liu, Pingping Zhang, Jingyi Zhang, Xi Peng

* 9 pages, 4 figures 

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Deep Multiphase Level Set for Scene Parsing


Oct 13, 2019
Pingping Zhang, Wei Liu, Yinjie Lei, Hongyu Wang, Huchuan Lu

* 12 pages, 8 tables, 8 figures 

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Cascaded Context Pyramid for Full-Resolution 3D Semantic Scene Completion


Aug 01, 2019
Pingping Zhang, Wei Liu, Yinjie Lei, Huchuan Lu, Xiaoyun Yang

* This work has been accepted as an Oral presentation at ICCV2019, including 10 pages, 6 figures and 6 tables 

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A Sketch Based 3D Shape Retrieval Approach Based on Efficient Deep Point-to-Subspace Metric Learning


Mar 13, 2019
Yinjie Lei, Ziqin Zhou, Pingping Zhang, Yulan Guo, Zijun Ma, Lingqiao Liu

* The first author wants to withdraw this paper. He has noticed several setting errors in experiment parts 

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Mask-aware networks for crowd counting


Dec 18, 2018
Shengqin Jiang, Xiaobo Lu, Yinjie Lei, Lingqiao Liu


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