From content to links: Social image embedding with deep multimodal model
暂无分享,去创建一个
[1] Wenwu Zhu,et al. Learning Socially Embedded Visual Representation from Scratch , 2015, ACM Multimedia.
[2] Samy Bengio,et al. Zero-Shot Learning by Convex Combination of Semantic Embeddings , 2013, ICLR.
[3] Mario Fritz,et al. Ask Your Neurons: A Neural-Based Approach to Answering Questions about Images , 2015, 2015 IEEE International Conference on Computer Vision (ICCV).
[4] Charu C. Aggarwal,et al. Transfer Learning of Distance Metrics by Cross-Domain Metric Sampling across Heterogeneous Spaces , 2012, SDM.
[5] Zhiyuan Liu,et al. Representation Learning of Knowledge Graphs with Entity Descriptions , 2016, AAAI.
[6] Changsheng Xu,et al. Cross-Domain Feature Learning in Multimedia , 2015, IEEE Transactions on Multimedia.
[7] Kate Saenko,et al. Ask, Attend and Answer: Exploring Question-Guided Spatial Attention for Visual Question Answering , 2015, ECCV.
[8] Nenghai Yu,et al. Learning Spatial Regularization with Image-Level Supervisions for Multi-label Image Classification , 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[9] Peng Wang,et al. Ask Me Anything: Free-Form Visual Question Answering Based on Knowledge from External Sources , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[10] Charu C. Aggarwal,et al. Heterogeneous Network Embedding via Deep Architectures , 2015, KDD.
[11] John Shawe-Taylor,et al. Canonical Correlation Analysis: An Overview with Application to Learning Methods , 2004, Neural Computation.
[12] Zhi-Hua Zhou,et al. A Unified View of Multi-Label Performance Measures , 2016, ICML.
[13] Tim Weninger,et al. Open-World Knowledge Graph Completion , 2017, AAAI.
[14] Nanning Zheng,et al. Large Margin Learning in Set-to-Set Similarity Comparison for Person Reidentification , 2017, IEEE Transactions on Multimedia.
[15] Jian Zhang,et al. Social Friend Recommendation Based on Multiple Network Correlation , 2016, IEEE Transactions on Multimedia.
[16] Luc Van Gool,et al. The Pascal Visual Object Classes (VOC) Challenge , 2010, International Journal of Computer Vision.
[17] Tat-Seng Chua,et al. NUS-WIDE: a real-world web image database from National University of Singapore , 2009, CIVR '09.
[18] Steven Skiena,et al. DeepWalk: online learning of social representations , 2014, KDD.
[19] Mingzhe Wang,et al. LINE: Large-scale Information Network Embedding , 2015, WWW.
[20] James Philbin,et al. FaceNet: A unified embedding for face recognition and clustering , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[21] Michael Isard,et al. A Multi-View Embedding Space for Modeling Internet Images, Tags, and Their Semantics , 2012, International Journal of Computer Vision.
[22] Li Fei-Fei,et al. ImageNet: A large-scale hierarchical image database , 2009, CVPR.
[23] Mark J. Huiskes,et al. The MIR flickr retrieval evaluation , 2008, MIR '08.
[24] Qiongkai Xu,et al. GraRep: Learning Graph Representations with Global Structural Information , 2015, CIKM.
[25] Yan Liu,et al. A Unified Framework of Latent Feature Learning in Social Media , 2014, IEEE Transactions on Multimedia.
[26] Dan Klein,et al. Learning to Compose Neural Networks for Question Answering , 2016, NAACL.
[27] Wenwu Zhu,et al. Structural Deep Network Embedding , 2016, KDD.
[28] Fei-Fei Li,et al. Deep visual-semantic alignments for generating image descriptions , 2015, CVPR.
[29] Jian Wang,et al. Cross-Modal Retrieval via Deep and Bidirectional Representation Learning , 2016, IEEE Transactions on Multimedia.
[30] Sheng Tang,et al. Image Caption with Global-Local Attention , 2017, AAAI.
[31] Yoshua Bengio,et al. Show, Attend and Tell: Neural Image Caption Generation with Visual Attention , 2015, ICML.
[32] Heng Tao Shen,et al. Video Captioning With Attention-Based LSTM and Semantic Consistency , 2017, IEEE Transactions on Multimedia.
[33] Yang Song,et al. Learning Fine-Grained Image Similarity with Deep Ranking , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.
[34] Yongdong Zhang,et al. GLA: Global–Local Attention for Image Description , 2018, IEEE Transactions on Multimedia.
[35] Tao Mei,et al. Concurrent Multiple Instance Learning for Image Categorization , 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.
[36] Yi Yang,et al. Attention to Scale: Scale-Aware Semantic Image Segmentation , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[37] Chong-Wah Ngo,et al. Click-through-based cross-view learning for image search , 2014, SIGIR.
[38] Marc'Aurelio Ranzato,et al. DeViSE: A Deep Visual-Semantic Embedding Model , 2013, NIPS.
[39] Mikhail Belkin,et al. Laplacian Eigenmaps for Dimensionality Reduction and Data Representation , 2003, Neural Computation.
[40] Gustavo Carneiro,et al. Learning Local Image Descriptors with Deep Siamese and Triplet Convolutional Networks by Minimizing Global Loss Functions , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[41] Pengpeng Zhao,et al. Weak-Labeled Active Learning With Conditional Label Dependence for Multilabel Image Classification , 2017, IEEE Transactions on Multimedia.
[42] Krystian Mikolajczyk,et al. Deep correlation for matching images and text , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[43] Alexander J. Smola,et al. Stacked Attention Networks for Image Question Answering , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[44] David Liben-Nowell,et al. The link-prediction problem for social networks , 2007 .
[45] Jeff A. Bilmes,et al. Deep Canonical Correlation Analysis , 2013, ICML.
[46] Jiebo Luo,et al. Image Captioning with Semantic Attention , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[47] Changsheng Xu,et al. Learning Consistent Feature Representation for Cross-Modal Multimedia Retrieval , 2015, IEEE Transactions on Multimedia.
[48] Jiasen Lu,et al. Hierarchical Question-Image Co-Attention for Visual Question Answering , 2016, NIPS.
[49] Alan L. Yuille,et al. Joint Image-Text Representation by Gaussian Visual-Semantic Embedding , 2016, ACM Multimedia.
[50] Christopher Kanan,et al. Answer-Type Prediction for Visual Question Answering , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[51] Seunghoon Hong,et al. Learning Transferrable Knowledge for Semantic Segmentation with Deep Convolutional Neural Network , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[52] Feiran Huang,et al. Learning Social Image Embedding with Deep Multimodal Attention Networks , 2017, ACM Multimedia.
[53] Andrew Zisserman,et al. Very Deep Convolutional Networks for Large-Scale Image Recognition , 2014, ICLR.
[54] Jure Leskovec,et al. Image Labeling on a Network: Using Social-Network Metadata for Image Classification , 2012, ECCV.