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Boost 3-D Object Detection via Point Clouds Segmentation and Fused 3-D GIoU-L-1 Loss 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 762-773
Authors:  Chen, Yaran;  Li, Haoran;  Gao, Ruiyuan;  Zhao, Dongbin
Favorite  |  View/Download:26/0  |  Submit date:2022/03/17
3-D object detection  generalized Intersection of Union (GIoU) loss  segmentation  
BNAS-v2: Memory-efficient and Performance-collapse-prevented Broad Neural Architecture Search 期刊论文
IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS: SYSTEMS, 2022, 卷号: 0, 期号: 0, 页码: 0
Authors:  Zixiang, Ding;  Yaran, Chen;  Nannan, Li;  Dongbin, Zhao
Adobe PDF(7657Kb)  |  Favorite  |  View/Download:34/1  |  Submit date:2022/01/07
Broad neural architecture search (BNAS), continuous relaxation, confident learning rate, partial channel connections, image classification.  
Stacked BNAS: Rethinking Broad Convolutional Neural Network for Neural Architecture Search 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 0, 期号: 0, 页码: 0
Authors:  Zixiang, Ding;  Yaran, Chen;  Nannan, Li;  Dongbin, Zhao;  C.L.Philip Chen,
Adobe PDF(764Kb)  |  Favorite  |  View/Download:36/5  |  Submit date:2022/01/07
broad neural architecture search, stacked broad convolutional neural network, knowledge embedding search, image classification.  
BiFNet: Bidirectional Fusion Network for Road Segmentation 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 12
Authors:  Li, Haoran;  Chen, Yaran;  Zhang, Qichao;  Zhao, Dongbin
Favorite  |  View/Download:25/0  |  Submit date:2022/01/27
Roads  Image segmentation  Three-dimensional displays  Cameras  Laser radar  Fuses  Feature extraction  Adaptive learning  autonomous vehicles  multisensor fusion  road segmentation  
ModuleNet: Knowledge-Inherited Neural Architecture Search 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 11
Authors:  Chen, Yaran;  Gao, Ruiyuan;  Liu, Fenggang;  Zhao, Dongbin
Favorite  |  View/Download:22/0  |  Submit date:2022/01/27
Computer architecture  Task analysis  Knowledge based systems  Microprocessors  Statistics  Sociology  Computational modeling  Evaluation algorithm  knowledge inherited  neural architecture search (NAS)  
Heuristic rank selection with progressively searching tensor ring network 期刊论文
COMPLEX & INTELLIGENT SYSTEMS, 2021, 页码: 15
Authors:  Li, Nannan;  Pan, Yu;  Chen, Yaran;  Ding, Zixiang;  Zhao, Dongbin;  Xu, Zenglin
Favorite  |  View/Download:66/0  |  Submit date:2021/04/27
Tensor ring networks  Rank selection  Progressively search  Image classification  
CNN-G: convolutional neural network combined with graph for image segmentation with theoretical analysis 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021, 卷号: 0, 期号: 0, 页码: 0
Authors:  Lu, Yi;  Chen, Yaran;  Zhao, Dongbin;  Liu, Bao;  Lai, Zhichao;  Chen, Jianxin
View  |  Adobe PDF(5636Kb)  |  Favorite  |  View/Download:109/28  |  Submit date:2020/10/19
Graph neural network, image segmentation, self-attention, structure pattern learning.  
MGRL: Graph neural network based inference in a Markov network with Reinforcement Learning for visual navigation 期刊论文
Neurocomputing, 2021, 卷号: 0, 期号: 0, 页码: 0
Authors:  Lu, Yi;  Chen, Yaran;  Zhao, Dongbin;  Li, Dong
View  |  Adobe PDF(976Kb)  |  Favorite  |  View/Download:87/15  |  Submit date:2020/10/19
Visual navigation, graph neural network, Markov network, reinforcement learning, probabilistic graph model  
Boost 3D Object Detection via Point Clouds Segmentation and Fused 3D GIoU-L1 Loss 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 期号: 无, 页码: 无
Authors:  Yaran Chen;  Haoran Li;  Ruiyuan Gao;  Dongbin Zhao
Favorite  |  View/Download:59/0  |  Submit date:2020/10/19
3D object detection, GIoU loss, Segmentation  
Device Placement Optimization for Deep Neural Networks via One-shot Model and Reinforcement Learning 会议论文
, Canberra, Australia, December 1-4
Authors:  Zixiang Ding;  Yaran Chen;  Nannan Li;  Dongbin Zhao
Favorite  |  View/Download:66/0  |  Submit date:2020/10/19