Publications of FelixX. Yu

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Journals

  1. Xu Zhang, Felix Xinnan Yu, Svebor Karaman, Wei Zhang, Shih-Fu Chang. Heated-Up Softmax Embedding. arXiv preprint arXiv:1809.04157, 2018. details

Conferences

  1. Xu Zhang, Felix X. Yu, Sanjiv Kumar, Shih-Fu Chang. Learning Spread-out Local Feature Descriptors. In International Conference on Computer Vision (ICCV), 2017. details
  2. Xu Zhang, Felix X. Yu, Svebor Karaman, Shih-Fu Chang. Learning Discriminative and Transformation Covariant Local Feature Detectors. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017. details
  3. Bingchen Gong, Brendan Jou, Felix Yu, Shih-Fu Chang. Tamp: A Library for Compact Deep Neural Networks with Structured Matrices. In ACM International Conference on Multimedia, Amsterdam, The Netherlands, 2016. details
  4. 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. details
  5. 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. details
  6. Felix X. Yu, Liangliang Cao, Michele Merler, Noel Codella, Tao Chen, John R. Smith, Shih-Fu Chang. Modeling Attributes from Category-Attribute Proportions. In ACM Multimedia, November 2014. details
  7. Tao Chen, Felix X. Yu, Jiawei Chen, Yin Cui, Yan-Ying Chen, Shih-Fu Chang. Object-Based Visual Sentiment Concept Analysis and Application. In ACM Multimedia, November 2014. details
  8. Felix Yu, Sanjiv Kumar, Yunchao Gong, Shih-Fu Chang. Circulant Binary Embedding. In International Conference on Machine Learning (ICML) (oral), June 2014. details
  9. Kuan-Ting Lai, Felix X. Yu, Ming-Syan Chen, Shih-Fu Chang. Video Event Detection by Inferring Temporal Instance Labels. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), oral, Columbus, OH, June 2014. details
  10. Subhabrata Bhattacharya, Felix X. Yu, Shih-Fu Chang. Minimally Needed Evidence for Complex Event Recognition in Unconstrained Videos. In ACM International Conference on Multimedia Retrieval (ICMR), full paper (oral), April 2014. details
  11. Felix Yu, Dong Liu, Sanjiv Kumar, Tony Jebara, Shih-Fu Chang. $\propto$SVM for learning with label proportions. In International Conference on Machine Learning (ICML) (full oral), Atlanta, GA, June 2013. details
  12. Felix Yu, Liangliang Cao, Rogerio Feris, John Smith, Shih-Fu Chang. Designing category-level attributes for discriminative visual recognition. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Portland, OR, June 2013. details
  13. Felix Yu, Rongrong Ji, Ming-Hen Tsai, Guangnan Ye, Shih-Fu Chang. Weak Attributes for Large-Scale Image Retrieval. In IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2012. details
  14. Felix X. Yu, Rongrong Ji, Shih-Fu Chang. Active Query Sensing for mobile location search. In Proceeding of ACM International Conference on Multimedia (ACM MM), full paper, 2011. details
  15. Felix X. Yu, Rongrong Ji, Tongtao Zhang, Shih-Fu Chang. A mobile location search system with Active Query Sensing. In Proceeding of ACM International Conference on Multimedia (ACM MM), demo paper, 2011. details

Technical Reports

  1. Xu Zhang, Felix Xinnan Yu, Shih-Fu Chang, Shengjin Wang. Deep Transfer Network: Unsupervised Domain Adaptation. Research Report arXiv preprint arXiv:1503.00591, 2015. details download
  2. 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. details download
  3. Felix X Yu, Sanjiv Kumar, Henry Rowley, Shih-Fu Chang. Compact Nonlinear Maps and Circulant Extensions. Research Report arXiv preprint arXiv:1503.03893, 2015. details download
  4. Felix X Yu, Krzysztof Choromanski, Sanjiv Kumar, Tony Jebara, Shih-Fu Chang. On Learning from Label Proportions. Research Report arXiv preprint arXiv:1402.5902, 2014. details download
  5. Felix Yu, Liangliang Cao, Rogerio Feris, John Smith, Shih-Fu Chang. Additional remarks on designing category-level attributes for discriminative visual recognition. Computer Science Department Technical Report # CUCS 007-13 Columbia University, 2013. details
  6. Felix Yu, Rongrong Ji, Ming-Hen Tsai, Guangnan Ye, Shih-Fu Chang. Experiments of Image Retrieval Using Weak Attributes. Computer Science Department Technical Report # CUCS 005-12 (2012) Columbia University, 2012. details

Thesis

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

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