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All publications by Cristian Sminchisescu
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Action from Still Image Dataset and Inverse Optimal Control to Learn Task Specific Visual Scanpaths
Stefan Mathe and Cristian Sminchisescu
Advances in Neural Information Processing Systems 26, 2013


Efficient Hypergraph Clustering
Marius Leordeanu and Cristian Sminchisescu
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Probabilistic Joint Image Segmentation and Labeling
Adrian Ion, Joao Carreira and Cristian Sminchisescu
Advances in Neural Information Processing Systems 24, 2011


Convex Multiple-Instance Learning by Estimating Likelihood Ratio
Fuxin Li and Cristian Sminchisescu
Advances in Neural Information Processing Systems 23, 2010


The Feature Selection Path in Kernel Methods
Fuxin Li and Cristian Sminchisescu
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Efficient Match Kernel between Sets of Features for Visual Recognition
Liefeng Bo and Cristian Sminchisescu
Advances in Neural Information Processing Systems 22, 2009


Kernel Learning by Unconstrained Optimization
Fuxin Li, Yun-shan Fu, Yu-hong Dai, Cristian Sminchisescu and Jue Wang
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS-09), 2009


Supervised Spectral Latent Variable Models
Liefeng Bo and Cristian Sminchisescu
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS-09), 2009


People Tracking with the Laplacian Eigenmaps Latent Variable Model
Zhengdong Lu, Cristian Sminchisescu and Miguel Á. Carreira-perpiñán
Advances in Neural Information Processing Systems 20, 2007


Generalized Darting Monte Carlo
Cristian Sminchisescu and Max Welling
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics (AISTATS-07), 2007


Generative modeling for continuous non-linearly embedded visual inference
Cristian Sminchisescu and Allan D. Jepson
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004