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Machine Learning and Interpretation in Neuroimaging - Revised Selected and Invited Contributions (Lecture Notes in Computer Science, 242.
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CDMRI 2012. MICCAI 2012 Workshop on Computational Diffusion MRI. Workshop on Computational Diffusion MRI, held in conjunction with the 15th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2012),, Nice, France, 05. Oktober 2012. o.O. (2012), 228 S.
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1, S. 852 - 859. 10th IFAC Symposium on Robot Control, Dubrovnik, 05. September 2012 - 07. September 2012. Curran Associates, Inc. (2012)
Task-based Grasp Adaptation on a Humanoid Robot. In: Proceedings 10th IFAC Symposium on Robot Control, Bd. 244.
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A naturalistic open source movie for optical flow evaluation. In: European Conf. on Computer Vision (ECCV), S. 611 - 625 (Hg. Fitzgibbon, A.; Perona, P.; Sato, Y.; Schmid, C.). Springer-Verlag (2012)
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Lie Bodies: A Manifold Representation of 3D-Human Shape. In: European Conf. on Computer Vision (ECCV), S. 1 - 14 (Hg. Fitzgibbon, A.). Springer-Verlag, Berlin, Heidelberg (2012)
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Lessons and insights from creating a synthetic optical flow benchmark. In: Computer Vision - ECCV 2012. Workshops and Demonstrations. Part II, S. 168 - 177. ECCV Workshop on Unsolved Problems in Optical Flow and Stereo Estimation. Springer-Verlag (2012)
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Metric Learning from Poses for Temporal Clustering of Human Motion. In: Proceedings of the British Machine Vision Conference 2012, S. 49.1 - 49.12 (Hg. Bowden, R.; Collomosse, J.; Mikolajczyk, K.). British Machine Vision Conference (BMVC 2012), Surrey, 03. September 2012 - 07. September 2012. BMVA Press, Durham (2012)
248.
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Pottics - The Potts Topic Model for Semantic Image Segmentation. In: Pattern recognition: joint 34th DAGM and 36th OAGM symposium. Proceedings, S. 397 - 407 (Hg. Pinz, A.; Pock, T.; Bischof, H.). Springer (2012)
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A framework for relating neural activity to freely moving behavior. In: 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'12), S. 2736 - 2739. 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society "Engineering Innovation in Global Health", San Diego, 28. August 2012 - 01. September 2012. IEEE, Piscataway, NJ, USA (2012)
250.
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Climate classifications: the value of unsupervised clustering. In: International Conference on Computational Science (ICCS 2012, S. 897 - 906. International Conference on Computational Science (ICCS 2012). Elsevier, Amsterdam, Netherlands (2012)
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Learning Tracking Control with Forward Models. IEEE International Conference on Robotics and Automation (ICRA 2012)., (2012)
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1, S. 379 - 387 (Hg. Shawe-Taylor, J.; Zemel, R.; Bartlett, P.; Pereira, F.; Weinberger, K. Q.). 25th Annual Conference on Neural Information Processing Systems (NIPS 2011), Granada, 12. Dezember 2011 - 15. Dezember 2011. Curran Associates, Inc., Red Hook, NY (2012)
Phase transition in the family of p-resistances. In: Advances in Neural Information Processing Systems 24, Bd. 253.
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1, S. 226 - 234 (Hg. Shawe-Taylor, J.; Zemel, R.; Bartlett, P.; Pereira, F.; Weinberger, K. Q.). 25th Annual Conference on Neural Information Processing Systems (NIPS 2011), Granada, 12. Dezember 2011 - 15. Dezember 2011. Curran Associates, Inc., Red Hook, NY (2012)
Additive Gaussian Processes. In: Advances in Neural Information Processing Systems 24, Bd. 254.
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2, S. 1737 - 1745 (Hg. Shawe-Taylor, J.; Zemel, R.; Bartlett, P.; Pereira, F.; Weinberger, K. Q.). 25th Annual Conference on Neural Information Processing Systems (NIPS 2011), Granada, 12. Dezember 2011 - 15. Dezember 2011. Curran Associates, Inc., Red Hook, NY (2012)
Kernel Bayes' Rule. In: Advances in Neural Information Processing Systems 24, Bd. 255.
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1, S. 765 - 773 (Hg. Shawe-Taylor, J.; Zemel, R.; Bartlett, P.; Pereira, F.; Weinberger, K. Q.). 25th Annual Conference on Neural Information Processing Systems (NIPS 2011), Granada, 12. Dezember 2011 - 15. Dezember 2011. Curran Associates, Inc., Red Hook, NY (2012)
Recovering Intrinsic Images with a Global Sparsity Prior on Reflectance. In: Advances in Neural Information Processing Systems 24, Bd. 256.
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1, S. 325 - 333 (Hg. Shawe-Taylor, J.; Zemel, R.; Bartlett, P.; Pereira, F.; Weinberger, K. Q.). 25th Annual Conference on Neural Information Processing Systems (NIPS 2011), Granada, 12. Dezember 2011 - 15. Dezember 2011. Curran Associates, Inc., Red Hook, NY (2012)
Optimal Reinforcement Learning for Gaussian Systems. In: Advances in Neural Information Processing Systems 24, Bd. 257.
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22, S. 511 - 511. Fifteenth International Conference on Artificial Intelligence and Statistics (AI Statistics 2012). JMLR, Cambridge, MA, USA (2012)
Kernel Topic Models. In: JMLR Workshop and Conference Proceedings, Bd. 258.
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1, S. 460 - 468 (Hg. Shawe-Taylor, J.; Zemel, R.; Bartlett, P.; Pereira, F.; Weinberger, K. Q.). 25th Annual Conference on Neural Information Processing Systems (NIPS 2011), Granada, 12. Dezember 2011 - 15. Dezember 2011. Curran Associates, Inc., Red Hook, NY (2012)
On fast approximate submodular minimization. In: Advances in Neural Information Processing Systems 24, Bd. 259.
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1, S. 729 - 737 (Hg. Shawe-Taylor, J.; Zemel, R.; Bartlett, P.; Pereira, F.; Weinberger, K. Q.). 25th Annual Conference on Neural Information Processing Systems (NIPS 2011), Granada, 12. Dezember 2011 - 15. Dezember 2011. Curran Associates, Inc., Red Hook, NY (2012)
k-NN Regression Adapts to Local Intrinsic Dimension. In: Advances in Neural Information Processing Systems 24, Bd. 260.
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2, S. 1719 - 1727 (Hg. Shawe-Taylor, J.; Zemel, R.; Bartlett, P.; Pereira, F.; Weinberger, K. Q.). 25th Annual Conference on Neural Information Processing Systems (NIPS 2011), Granada, 12. Dezember 2011 - 15. Dezember 2011. Curran Associates, Inc., Red Hook, NY (2012)
A Non-Parametric Approach to Dynamic Programming. In: Advances in Neural Information Processing Systems 24, Bd.