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Ziming Zhang, Venkatesh Saligrama.  2016.  Zero-Shot Recognition via Structured Prediction. Computer Vision - {ECCV} 2016 - 14th European Conference, Amsterdam, The Netherlands, October 11-14, 2016, Proceedings, Part {VII}. 9911:533–548.
Ziming Zhang, Venkatesh Saligrama.  2015.  Zero-Shot Learning via Semantic Similarity Embedding. 2015 {IEEE} International Conference on Computer Vision, {ICCV} 2015, Santiago, Chile, December 7-13, 2015. :4166–4174.
Ziming Zhang, Venkatesh Saligrama.  2016.  Zero-Shot Learning via Joint Latent Similarity Embedding. 2016 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016. :6034–6042.
Venkatesh Saligrama, Janusz Konrad, Pierre{-}Marc Jodoin.  2010.  Video Anomaly Identification. {IEEE} Signal Process. Mag.. 27:18–33.
Venkatesh Saligrama, Zhu Chen.  2012.  Video anomaly detection based on local statistical aggregates. 2012 {IEEE} Conference on Computer Vision and Pattern Recognition, Providence, RI, USA, June 16-21, 2012. :2112–2119.
Mohamed A. Elgharib, François Pitié, Anil C. Kokaram, Venkatesh Saligrama.  2013.  User-assisted reflection detection and feature point tracking. Conference on Visual Media Production 2013, {CVMP} '13, London, United Kingdom, November 6-7, 2013. :13:1–13:10.
Pierre Clarot, Erhan Baki Ermis, Pierre{-}Marc Jodoin, Venkatesh Saligrama.  2009.  Unsupervised camera network structure estimation based on activity. Third {ACM/IEEE} International Conference on Distributed Smart Cameras, {ICDSC} 2009, Como, Italy, August 30 - September 2, 2009. :1–8.
Kirill Trapeznikov, Venkatesh Saligrama, David A. Castañón.  2012.  Two stage decision system. {IEEE} Statistical Signal Processing Workshop, {SSP} 2012, Ann Arbor, MI, USA, August 5-8, 2012. :920–923.
Weicong Ding, Prakash Ishwar, Venkatesh Saligrama.  2015.  A Topic Modeling Approach to Ranking. Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2015, San Diego, California, USA, May 9-12, 2015. 38
Weicong Ding, Mohammad Hossein Rohban, Prakash Ishwar, Venkatesh Saligrama.  2013.  Topic Discovery through Data Dependent and Random Projections. Proceedings of the 30th International Conference on Machine Learning, {ICML} 2013, Atlanta, GA, USA, 16-21 June 2013. 28:1202–1210.
Kirill Trapeznikov, Venkatesh Saligrama.  2013.  Supervised Sequential Classification Under Budget Constraints. Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2013, Scottsdale, AZ, USA, April 29 - May 1, 2013. 31:581–589.
Joseph Wang, Venkatesh Saligrama, David A. Castañón.  2011.  Structural similarity and distance in learning. 49th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2011, Allerton Park {&} Retreat Center, Monticello, IL, USA, 28-30 September, 2011. :744–751.
Chun Lam Chan, Sheng Cai, Mayank Bakshi, Sidharth Jaggi, Venkatesh Saligrama.  2013.  Stochastic threshold group testing. 2013 {IEEE} Information Theory Workshop, {ITW} 2013, Sevilla, Spain, September 9-13, 2013. :1–5.
Jing Qian, Venkatesh Saligrama.  2014.  Spectral clustering with imbalanced data. {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2014, Florence, Italy, May 4-9, 2014. :3057–3061.