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  • 姓名: 刘静
  • 性别: 女
  • 职称: 研究员
  • 电子邮件: jing.liu@ia.ac.cn
    简  历:
  •  

    姓名

    刘静

    性别

    联系方式

    jliu@nlpr.ia.ac.cn

    专业技术职务

    研究员

    部门/实验室

    模式识别国家重点实验室

    通讯地址

    北京市海淀区中关村东路95号

    邮编

    100190

    研究领域

    图像分析、理解与检索;移动媒体计算与应用;深度学习算法

    教育背景

    2004-09--2008-01 bet36体育在线_bet36_bet体育 博士 
    2001-09--2004-06 山东大学 硕士 
    1997-09--2001-06 山东大学 本科 

    工作简历

    2015-11--至今        bet36体育在线_bet36_bet体育 模式识别国家重点实验室 研究员

    2010-11--2015-10 bet36体育在线_bet36_bet体育 模式识别国家重点实验室 副研究员

    2008-01--2010-10 bet36体育在线_bet36_bet体育 模式识别国家重点实验室 助理研究员

    发表论文

    (1) Improving visual question answering using dropout and enhanced question encoder, Pattern Recognition, 2019, 通讯作者
    (2) BTDP: Toward Sparse Fusion with Block Term Decomposition Pooling for Visual Question Answering, ACM Transactions on Multimedia Computing, Communications and Applications, 2019, 通讯作者
    (3) Dual Attention Network for Scene Segmentation, CVPR, 2019, 通讯作者
    (4) Multi-StyleGAN: Multi-Style Image Captioning from Non-Parallel Data using GANs and Back-Translation, CVPR, 2019, 通讯作者
    (5) Densely Connected Attention Flow for Visual Question Answering, IJCAI, 2019, 通讯作者
    (6) Enhancing Visual Question Answering Using Dropout, ACM Multimedia, 2018, 第 2 作者
    (7) Answer Distillation for Visual Question Answering, Asian Conference on Computer Vision, 2018, 第 2 作者
    (8) Collaborative Deconvolutional Neural Networks for Joint Depth Estimation and Semantic Segmentation, IEEE transactions on neural networks and learning systems, 2018, 第 1 作者
    (9) Hierarchically Supervised Deconvolutional Network for Semantic Video Segmentation, Pattern Recognition, 2017, 通讯作者
    (10) Sketch-based Image Retrieval using Generative Adversarial Networks, ACM Multimedia, 2017, 第 2 作者
    (11) Densely connected deconvolutional network for semantic segmentation, ICIP, 2017, 第 2 作者
    (12) Objectness-aware Semantic Segmentation, ACM Multimedia, 2016, 第 2 作者
    (13) Object-aware Deep Network for Commodity Image Retrieval, International Conference on Multimedia Retrieval, 2016, 第 2 作者
    (14) Multimedia News Summarization in Search, ACM TIST, 2016, 通讯作者
    (15) Chat with illustration, Multimedia System, 2016, 通讯作者
    (16) Fine-grained image classification via low-rank sparse coding with general and class-specific codebooks, IEEE transactions on neural networks and learning systems, 2016, 第 3 作者
    (17) Domain-Sensitive Recommendation with User-Item Subgroup Analysis, IEEE Transactions on Knowledge Data Engineering, 2016, 第 1 作者
    (18) Object co-segmentation via salient and common regions discovery, Neurocomputing, 2016, 通讯作者
    (19) Partially Shared Latent Factor Learning with Multi-View Data, IEEE Transactions on Neural Networks and Learning Systems, 2015, 第 1 作者
    (20) Detection guided deconvolutional network for hierarchical feature learning, Pattern Recognition, 2015, 第 1 作者
    (21) Weakly Supervised RBM for Semantic Segmentation, International Joint Conference on Artificial Intelligence, 2015, 第 2 作者
    (22) Color Names Learning Using Convolutional Neural Networks, International Conference on Image Processing, 2015, 第 2 作者
    (23) Weakly-Supervised Image Semantic Segmentation via Joint Dual Clustering and Dictionary Learning, International Conference on Image Processing, 2015, 第 2 作者
    (24) Exclusive Constrained Discriminative Learning for Weakly-Supervised Semantic Segmentation, ACM Multimedia, 2015, 第 2 作者
    (25) Semi- and Weakly- Supervised Semantic Segmentation with Deep Convolutional Neural Networks, ACM Multimedia, 2015, 第 2 作者
    (26) Robust Structured Subspace Learning for Data Representation, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2015, 通讯作者
    (27) Learning Representative and Discriminative Image Representation by Deep Appearance and Spatial Coding, Computer Vision and Image Understanding, 2015, 通讯作者
    (28) Object Co-segmentation via Salient and Common Regions Discovery, Neurocomputing, 2015, 通讯作者
    (29) Boosted MIML method for weakly-supervised image semantic segmentation, Multimedia Tools Application, 2015, 通讯作者
    (30) Personalized Geo-Specific Tag Recommendation for Photos on Social Websites, IEEE Transactions on Multimedia, 2014, 第 1 作者
    (31) Learning a Representative and Discriminative Part Model with Deep Convolutional Features for Scene Recognition, ACCV, 2014, 第 2 作者
    (32) Image Representation Learning by Deep Appearance and Spatial Coding, ACCV, 2014, 第 2 作者
    (33) Learning Low-Rank Representations with Classwise Block-Diagonal Structure for Robust Face Recognition, AAAI, 2014, 第 2 作者
    (34) Labeling Complicated Objects: Multi-View Multi-Instance Multi-Label Learning, AAAI, 2014, 第 3 作者
    (35) Sparse semantic metric learning for image retrieval, Multimedia System, 2014, 第 1 作者
    (36) Semi-supervised Unified Latent Factor learning with multi-view data, Machine Vision Application, 2014, 通讯作者
    (37) Learning Robust Face Representation With Classwise Block-Diagonal Structure, IEEE Transactions on Information Forensics and Security, 2014, 通讯作者
    (38) Clustering-Guided Sparse Structural Learning for Unsupervised Feature Selection, IEEE Transactions on Knowledge Data Engineering, 2014, 通讯作者
    (39) Adaptive spatial partition learning for image classification, Neurocomputing, 2014, 通讯作者
    (40) Projective Matrix Factorization with unified embedding for social image tagging, Computer Vision and Image Understanding, 2014, 通讯作者
    (41) Image classification by non-negative sparse coding, correlation constrained low-rank and sparse decomposition, Computer Vision and Image Understanding, 2014, 通讯作者
    (42) Key observation selection-based effective video synopsis for camera network, Machine Vision Application, 2014, 通讯作者
    (43) Sparse representation for robust abnormality detection in crowded scenes, Pattern Recognition, 2014, 通讯作者
    (44) Object Co-segmentation via Discriminative Low rank Matrix Recovery, ACM Multimedia, 2013, 第 2 作者
    (45) Weakly-Supervised Dual Clustering for Image Semantic Segmentation, IEEE Computer Vision and Pattern Recognition, 2013, 第 2 作者
    (46) Correlation Consistency Constrained Probabilistic Matrix Factorization for Social Tag Refinement, Neurocomputing, 2012, 第 1 作者
    (47) User-aware Image Tag Refinement via Ternary Semantic Analysis, IEEE Transactions on Multimedia, 2012, 通讯作者
    (48) Boosting Sparsity Constrained Bi-Linear Model for Object Recognition, IEEE Multimedia, 2012, 通讯作者
    (49) Noisy Tag Alignment with Image Regions , IEEE International Conference on Multimedia and Expo., 2012, 第 2 作者
    (50) Unsupervised Feature Selection Using Nonnegative Spectral Analysis , Association for the Advancement of Artificial Intelligence, 2012, 第 2 作者
    (51) Correlation Mining for News Retrieval, Chapter 33 for the book titled as Social Networks: Computational Aspects and Mining, 2012, 第 1 作者
    (52) Nonlinear Matrix Factorization with Unified Embedding for Social Tag Relevance Learning , Neurocomputing , 2012, 通讯作者
    (53) One Step Beyond Bags of Features: Visual Categorization Using Components, IEEE International Conference on Image Processing , 2011, 第 1 作者
    (54) Boosted Exemplar Learning for Action Recognition and Annotation, IEEE Transactions on Circuits and Systems for Video Technology, 2011, 通讯作者
    (55) Image Classification by Non-Negative Sparse Coding, Low-Rank and Sparse Decomposition, IEEE Computer Vision and Pattern Recognition, 2011, 第 2 作者
    (56) User-aware Image Tag Refinement via Ternary Analysis, ACM Multimedia Conference, 2011, 第 2 作者
    (57) Descriptive Local Feature Groups for Image Classification, IEEE International Conference on Image Processing, 2011, 第 2 作者
    (58) Cross-media retrieval: state-of-the-art and open issues, International Journal of Multimedia Intelligence and Security, 2010, 第 1 作者
    (59) Image Annotation Using Multi-Correlation Probabilistic Matrix Factorization, ACM Multimedia Conference, 2010, 第 2 作者
    (60) Multi-Modal Multi-Correlation Person-Centric News Retrieval, ACM Conference on Information and Knowledge Management, 2010, 第 2 作者
    (61) Image Classification Using Spatial Pyramid Coding and Visual Word Reweighting, Asian Conference on Computer Vision, 2010, 第 2 作者
    (62) A Graph-Based Image Annotation Framework, Pattern Recognition Letters, 2009, 第 1 作者
    (63) Image Annotation via Multi-Graph Learning, Pattern Recognition, 2009, 第 1 作者
    (64) Web Image Retrieval via Learning Semantics of Query Image, IEEE International Conference on Multimedia and Expo., 2009, 第 2 作者
    (65) Category sensitive codebook construction for object category recognition, IEEE International Conference on Image Processing , 2009, 第 2 作者
    (66) 基于图学习的自动图像标注, 计算机学报, 2008, 通讯作者

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