Publications 2015

Journals

1. Jae-Pil Heo, Youngwoon Lee, Junfeng He, Shih-Fu Chang, Sung-Eui Yoon. Spherical Hashing: Binary Code Embedding with Hyperspheres. Pattern Analysis and Machine Intelligence, IEEE Transactions on, 37(11):2304-2316, 2015.
2. Christoph Kofler, Subhabrata Bhattacharya, Martha Larson, Tao Chen, Alan Hanjalic, Shi-Fu Chang. Uploader Intent for Online Video: Typology, Inference and Applications. Multimedia, IEEE Transactions on, 17, 2015.
3. Kuan-Ting Lai, Dong Liu, Ming-Syan Chen, Shih-Fu Chang. Learning Sample Specific Weights for Late Fusion. Image Processing, IEEE Transactions on, 24, April 2015.

Conferences

1. Yu Cheng, Felix X. Yu, Rogerio Feris, Sanjiv Kumar, Alok Choudhary, Shih-Fu Chang. An exploration of parameter redundancy in deep networks with circulant projections. In International Conference on Computer Vision (ICCV), 2015.
2. Francesco Gelli, Tiberio Uricchio, Marco Bertini, Alberto Del Bimbo, Shih-Fu Chang. Image Popularity Prediction in Social Media Using Sentiment and Context Features. In Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, Pages 907-910, 2015.
3. Brendan Jou, Tao Chen, Nikolaos Pappas, Miriam Redi, Mercan Topkara, Shih-Fu Chang. Visual Affect Around the World: A Large-scale Multilingual Visual Sentiment Ontology. In Proceedings of the 23st ACM international conference on Multimedia, 2015.
4. Yinxiao Li, Danfei Xu, Yonghao Yue, Yan Wang, Shih-Fu Chang, Eitan Grinspun, Peter K. Allen. Regrasping and Unfolding of Garments Using Predictive Thin Shell Modeling. In Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), 2015.
5. Wei Liu, Cun Mu, Rongrong Ji, Shiqian Ma, John R. Smith, Shih-Fu Chang. Low-Rank Similarity Metric Learning in High Dimensions. In AAAI Conference on Artificial Intelligence (AAAI), Austin, Texas, USA, 2015.
6. Masoud Mazloom, Amirhossein Habibian, Dong Liu, Cees GM Snoek, Shih-Fu Chang. Encoding Concept Prototypes for Video Event Detection and Summarization. In International Conference on Multimedia Retrieval (ICMR), 2015.
7. P. Szekely, C. Knoblock, J. Slepicka, A. Philpot, A. Singh, C. Yin, D Kapoor, P. Natarajan, D. Marcu, K. Knight, D. Stallard, S. S. Karunamoorthy, R Bojanapalli, S. Minton, B. Amanatullah, T. Hughes, M. Tamayo, D. Flynt, R. Artiss, S.-F. Chang, T. Chen, G. Hiebel, L. Ferreira. Building and Using a Knowledge Graph to Combat Human Traffickings. In International Conference on Semantic Web (ICSW), Pages 205-221, 2015.
8. Ran Tao, Arnold WM Smeulders, Shih-Fu Chang. Attributes and Categories for Generic Instance Search from One Example. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Pages 177-186, 2015.
9. Xiao-Ming Wu, Zhenguo Li, Shih-Fu Chang. New Insights into Laplacian Similarity Search. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Pages 1949-1957, 2015.
10. Hongliang Xu, Guangnan Ye, Yitong Li, Dong, Liu, Shih-Fu Chang. Large Video Event Ontology Browsing, Search and Tagging (EventNet Demo). In ACM International Conference On Multimedia (ACM MM), Brisbane, Australia, October 2015.
11. Guangnan Ye, Yitong Li, Hongliang Xu, Dong, Liu, Shih-Fu Chang. EventNet: A large scale Structured Concept Library for Complex Event Detection in Video. In ACM International Conference On Multimedia (ACM MM), Brisbane, Australia, October 2015.
12. Tongtao Zhang, Hongzhi Li, Heng Ji, Shih-Fu Chang. Cross-document Event Coreference Resolution based on Cross-media Features. In Proc. Conference on Empirical Methods in Natural Language Processing (EMNLP2015), 2015.
13. Xu Zhang, Felix X. Yu, Ruiqi Guo, Sanjiv Kumar, Shengjin Wang, Shih-Fu Chang. Fast orthogonal projection based on Kronecker product. In International Conference on Computer Vision (ICCV), 2015.

Technical Reports

1. Yu Cheng, Felix X Yu, Rogerio S Feris, Sanjiv Kumar, Alok Choudhary, Shih-Fu Chang. Fast Neural Networks with Circulant Projections. Research Report arXiv preprint arXiv:1502.03436, 2015. download
2. Yu-Gang Jiang, Zuxuan Wu, Jun Wang, Xiangyang Xue, Shih-Fu Chang. Exploiting Feature and Class Relationships in Video Categorization with Regularized Deep Neural Networks. Research Report arXiv preprint arXiv:1502.07209, 2015. download
3. Jun Wang, Wei Liu, Sanjiv Kumar, Shih-Fu Chang. Learning to Hash for Indexing Big Data - A Survey. Research Report arXiv preprint, arXiv:1509.05472, 2015, 2015. download
4. Yan Wang, Jue Wang, Shih-Fu Chang. CamSwarm: Instantaneous Smartphone Camera Arrays for Collaborative Photography. Research Report arXiv preprint arXiv:1507.01148, 2015. download
5. Yan Wang, Jue Wang, Shih-Fu Chang. PanoSwarm: Collaborative and Synchronized Multi-Device Panoramic Photography. Research Report arXiv preprint arXiv:1507.01147, 2015. download
6. Felix X Yu, Sanjiv Kumar, Henry Rowley, Shih-Fu Chang. Compact Nonlinear Maps and Circulant Extensions. Research Report arXiv preprint arXiv:1503.03893, 2015. download
7. Xu Zhang, Felix Xinnan Yu, Shih-Fu Chang, Shengjin Wang. Deep Transfer Network: Unsupervised Domain Adaptation. Research Report arXiv preprint arXiv:1503.00591, 2015. download

Thesis

1. Felix X. Yu. Scalable Machine Learning for Visual Data. PhD Thesis Graduate School of Arts and Sciences, Columbia University, 2015.

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