On feature combination for multiclass object classification von Gehler, Peter, Nowozin, Sebastian

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gBoost: a mathematical programming approach to graph classification and regression von Saigo, Hiroto, Nowozin, Sebastian, Kadowaki, Tadashi, Kudo, Taku, Tsuda, Koji

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Information Theoretic Clustering Using Minimum Spanning Trees von Müller, Andreas C., Nowozin, Sebastian, Lampert, Christoph H.

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Cascades of Regression Tree Fields for Image Restoration von Schmidt, Uwe, Jancsary, Jeremy, Nowozin, Sebastian, Roth, Stefan, Rother, Carsten

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Joint Demosaicing and Denoising via Learned Nonparametric Random Fields von Khashabi, Daniel, Nowozin, Sebastian, Jancsary, Jeremy, Fitzgibbon, Andrew W.

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Image Segmentation UsingHigher-Order Correlation Clustering von Sungwoong Kim, Yoo, Chang D., Nowozin, Sebastian, Kohli, Pushmeet

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Image Segmentation Using Higher-Order Correlation Clustering von SUNGWOONG KIM, YOO, Chang D, NOWOZIN, Sebastian, KOHLI, Pushmeet

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The informed sampler: A discriminative approach to Bayesian inference in generative computer vision models von Jampani, Varun, Nowozin, Sebastian, Loper, Matthew, Gehler, Peter V.

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Global connectivity potentials for random field models von Nowozin, Sebastian, Lampert, Christoph H

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Bayesian Time-of-Flight for Realtime Shape, Illumination and Albedo von Adam, Amit, Dann, Christoph, Yair, Omer, Mazor, Shai, Nowozin, Sebastian

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A Comparative Study of Modern Inference Techniques for Structured Discrete Energy Minimization Problems von Kappes, Jörg H., Andres, Bjoern, Hamprecht, Fred A., Schnörr, Christoph, Nowozin, Sebastian, Batra, Dhruv, Kim, Sungwoong, Kausler, Bernhard X., Kröger, Thorben, Lellmann, Jan, Komodakis, Nikos, Savchynskyy, Bogdan, Rother, Carsten

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Weighted Substructure Mining for Image Analysis von Nowozin, S., Tsuda, K., Uno, T., Kudo, T., Bakir, G.

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Deep Directional Statistics: Pose Estimation with Uncertainty Quantification von Prokudin, Sergey, Gehler, Peter, Nowozin, Sebastian

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Loss-Specific Training of Non-Parametric Image Restoration Models: A New State of the Art von Jancsary, Jeremy, Nowozin, Sebastian, Rother, Carsten

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Regression Tree Fields - An efficient, non-parametric approach to image labeling problems von Jancsary, J., Nowozin, S., Sharp, T., Rother, C.

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Discriminative Subsequence Mining for Action Classification von Nowozin, S., Bakir, G., Tsuda, K.

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Task-Specific Image Partitioning von Sungwoong Kim, Nowozin, S., Kohli, P., Yoo, C. D.

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Decision tree fields von Nowozin, S., Rother, C., Bagon, S., Sharp, T., Bangpeng Yao, Kohli, P.

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From Face Recognition to Models of Identity: A Bayesian Approach to Learning About Unknown Identities from Unsupervised Data von de Castro, Daniel Coelho, Nowozin, Sebastian

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Global Interactions in Random Field Models: A Potential Function Ensuring Connectedness von Nowozin, Sebastian, Lampert, Christoph H.

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