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Toward few-shot domain adaptation with perturbation-invariant representation and transferable prototypes 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2022, 卷号: 16, 期号: 3, 页码: 11
作者:  Fan, Junsong;  Wang, Yuxi;  Guan, He;  Song, Chunfeng;  Zhang, Zhaoxiang
Adobe PDF(4804Kb)  |  收藏  |  浏览/下载：308/54  |  提交时间：2022/06/10
domain adaptation  semantic segmentation  
Regularizing deep networks with label geometry for accurate object localization on small training datasets 期刊论文
PATTERN RECOGNITION LETTERS, 2022, 卷号: 154, 页码: 53-59
作者:  Wang, Xiaolian;  Hu, Xiyuan;  Chen, Chen;  Peng, Silong
Adobe PDF(1455Kb)  |  收藏  |  浏览/下载：322/74  |  提交时间：2022/06/10
Object detection  Object localization  Label geometry  Box evolution  Small dataset  Human-machine interaction  
Medical Term and Status Generation From Chinese Clinical Dialogue With Multi-Granularity Transformer 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021, 卷号: 29, 页码: 3362-3374
作者:  Li, Mei;  Xiang, Lu;  Kang, Xiaomian;  Zhao, Yang;  Zhou, Yu;  Zong, Chengqing
Adobe PDF(3036Kb)  |  收藏  |  浏览/下载：298/68  |  提交时间：2021/12/28
Medical diagnostic imaging  Transformers  Task analysis  Medical services  Computational modeling  Semantics  Data mining  Medical dialogue  multi-granularity  attention mechanism  natural language understanding  sequence to sequence learning  
DATA: Differentiable ArchiTecture Approximation With Distribution Guided Sampling 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 9, 页码: 2905-2920
作者:  Zhang, Xinbang;  Chang, Jianlong;  Guo, Yiwen;  Meng, Gaofeng;  Xiang, Shiming;  Lin, Zhouchen;  Pan, Chunhong
Adobe PDF(1346Kb)  |  收藏  |  浏览/下载：325/53  |  提交时间：2021/11/02
Computer architecture  Search problems  Optimization  Task analysis  Bridges  Binary codes  Estimation  Neural architecture search(NAS)  ensemble gumbel-softmax  distribution guided sampling  
Rethinking semantic-visual alignment in zero-shot object detection via a softplus margin focal loss 期刊论文
Neurocomputing, 2021, 卷号: 449, 页码: 117-135
作者:  Li, Qianzhong;  Zhang, Yujia;  Sun, Shiying;  Zhao, Xiaoguang;  Li, Kang;  Tan, Min
Adobe PDF(8753Kb)  |  收藏  |  浏览/下载：305/42  |  提交时间：2021/08/15
Zero-shot object detection  Softplus margin focal loss  Semantic-visual alignment  Auto-encoder architecture  
FII-CenterNet: An Anchor-Free Detector With Foreground Attention for Traffic Object Detection 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2021, 卷号: 70, 期号: 1, 页码: 121-132
作者:  Fan, Siqi;  Zhu, Fenghua;  Chen, Shichao;  Zhang, Hui;  Tian, Bin;  Lv, Yisheng;  Wang, Fei-Yue
Adobe PDF(7159Kb)  |  收藏  |  浏览/下载：261/38  |  提交时间：2021/03/29
Object detection  Anchor-free detector  Foreground region proposal  
A Trajectory-based Attention Model for Sequential Impurity Detection 期刊论文
Neurocomputing, 2020, 卷号: 410, 期号: 410, 页码: 271-283
作者:  Wenhao He;  Haitao Song;  Yue Guo;  Xiaonan Wang;  Guibin Bian;  Kui Yuan
Adobe PDF(2153Kb)  |  收藏  |  浏览/下载：267/69  |  提交时间：2020/10/19
Impurity detection  Siamese fusion network  Trajectory-based attention model  Sequential region proposal classification  
Single shot multi-oriented text detection based on local and non-local features 期刊论文
INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2020, 期号: 2020, 页码: 241-252
作者:  Li, XiaoQian;  Liu, Jie;  Zhang, ShuWu;  Zhang, GuiXuan;  Zheng, Yang
Adobe PDF(2525Kb)  |  收藏  |  浏览/下载：329/56  |  提交时间：2020/09/07
Text detection  Natural scene text  Convolutional neural network  Attention mechanism  
Distractor-aware discrimination learning for online multiple object tracking 期刊论文
PATTERN RECOGNITION, 2020, 期号: 107, 页码: 10
作者:  Zhou, Zongwei;  Luo, Wenhan;  Wang, Qiang;  Xing, Junliang;  Hu, Weiming
Adobe PDF(840Kb)  |  收藏  |  浏览/下载：408/115  |  提交时间：2020/08/31
Multi-object tracking  Distractor-aware discrimination learning  Relational attention learning  
Reconstruction for Fluorescence Molecular Tomography via Adaptive Group Orthogonal Matching Pursuit 期刊论文
IEEE Transactions on Biomedical Engineering, 2020, 卷号: 67, 期号: 10.1109/TBME.2019.2963815, 页码: 1-12
作者:  Kong, Lingxin;  An, Yu;  Liang, Qian;  Yin, Lin;  Du, Yang;  Tian, Jie
Adobe PDF(4495Kb)  |  收藏  |  浏览/下载：302/93  |  提交时间：2020/06/03
adaptive group orthogonal matching pursuit  fluorescence molecular tomography  local spatial structured sparsity regularization  inverse problem