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Rethinking prediction alignment in one-stage object detection 期刊论文
NEUROCOMPUTING, 2022, 卷号: 514, 页码: 58-69
Authors:  Xiao, Junrui;  Jiang, He;  Li, Zhikai;  Gu, Qingyi
Favorite  |  View/Download:26/0  |  Submit date:2022/11/14
Deep learning  Object detection  Detection head  Label assignment  
A Self-Attention-Based Deep Reinforcement Learning Approach for AGV Dispatching Systems 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 12
Authors:  Wei, Qinglai;  Yan, Yutian;  Zhang, Jie;  Xiao, Jun;  Wang, Cong
Favorite  |  View/Download:4/0  |  Submit date:2023/01/09
Automated guided vehicle (AGV) dispatching  deep learning  reinforcement learning (RL)  self-attention  
Dual-discriminator adversarial framework for data-free quantization 期刊论文
NEUROCOMPUTING, 2022, 卷号: 511, 页码: 67-77
Authors:  Li, Zhikai;  Ma, Liping;  Long, Xianlei;  Xiao, Junrui;  Gu, Qingyi
Adobe PDF(1512Kb)  |  Favorite  |  View/Download:31/4  |  Submit date:2022/11/21
Model compression  Quantized neural networks  Data-free quantization  
Blending Surface Segmentation and Editing for 3D Models 期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2022, 卷号: 28, 期号: 8, 页码: 2879-2894
Authors:  Zhang, Long;  Guo, Jianwei;  Xiao, Jun;  Zhang, Xiaopeng;  Yan, Dong-Ming
Favorite  |  View/Download:50/0  |  Submit date:2022/07/25
Three-dimensional displays  Solid modeling  Shape  Surface morphology  Clustering algorithms  Trajectory  Partitioning algorithms  Mesh segmentation  structure recovery  superfacets  rolling-ball blending surface  Markov random field  
DLA: Dynamic Label Assignment for Accurate One-stage Object Detection 会议论文
, Malaysia, 2022-2
Authors:  He, Jiang;  Junrui, Xiao;  Qingyi, Gu
Adobe PDF(722Kb)  |  Favorite  |  View/Download:71/1  |  Submit date:2022/06/14
Model-Free Adaptive Optimal Control for Unknown Nonlinear Multiplayer Nonzero-Sum Game 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 879-892
Authors:  Wei, Qinglai;  Zhu, Liao;  Song, Ruizhuo;  Zhang, Pinjia;  Liu, Derong;  Xiao, Jun
Favorite  |  View/Download:52/0  |  Submit date:2022/03/17
Heuristic algorithms  Nonlinear systems  Optimal control  Mathematical model  Dynamic programming  Games  Adaptive systems  Adaptive dynamic programming (ADP)  globalized dual-heuristic dynamic programming (GDHP)  multiplayer nonzero-sum game (MP-NZSG)  neural network (NN)  
Joint Specular Highlight Detection and Removal in Single Images via Unet-Transformer 期刊论文
Computational Visual Media, 2022, 页码: 14
Authors:  Wu ZQ(吴仲琦);  Guo JW(郭建伟);  Zhuang CQ(庄传青);  Xiao J(肖俊);  Yan DM(严冬明);  Zhang XP(张晓鹏)
Adobe PDF(15713Kb)  |  Favorite  |  View/Download:62/7  |  Submit date:2022/06/15
specular highlight detection  specular highlight removal  Unet  Transformer  
Data-driven floor plan understanding in rural residential buildings via deep recognition 期刊论文
INFORMATION SCIENCES, 2021, 卷号: 567, 页码: 58-74
Authors:  Lu, Zhengda;  Wang, Teng;  Guo, Jianwei;  Meng, Weiliang;  Xiao, Jun;  Zhang, Wei;  Zhang, Xiaopeng
Adobe PDF(3227Kb)  |  Favorite  |  View/Download:94/6  |  Submit date:2021/08/15
Floor plan understanding  Rural residence  Neural networks  
Efficient Pairwise 3-D Registration of Urban Scenes via Hybrid Structural Descriptors 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 页码: 17
Authors:  Zhang, Long;  Guo, Jianwei;  Cheng, Zhanglin;  Xiao, Jun;  Zhang, Xiaopeng
Favorite  |  View/Download:43/0  |  Submit date:2022/01/27
Three-dimensional displays  Shape  Feature extraction  Semantics  Robustness  Cloud computing  Virtual reality  Descriptor  hybrid structure  point cloud  registration  urban scene  
Accurate Rock-Mass Extraction From Terrestrial Laser Point Clouds via Multiscale and Multiview Convolutional Feature Representation 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 5, 页码: 4430-4443
Authors:  Wang, Yunbiao;  Xu, Shibiao;  Xiao, Jun;  Wang, Feipeng;  Wang, Ying;  Liu, Lupeng
Favorite  |  View/Download:58/0  |  Submit date:2021/06/07
Convolutional feature learning  distribution priors  multiview supporting planes  point clouds labeling