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88 Publications

2014 | Book Chapter | IST-REx-ID: 1829
Muelling K, Kroemer O, Lampert C, Schölkopf B. 2014. Movement templates for learning of hitting and batting. Learning Motor Skills. From Algorithms to Robot Experiments, Springer Tracts in Advanced Robotics, vol. 97. 69–82.
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2013 | Conference Paper | IST-REx-ID: 2293 | OA
Sharmanska V, Quadrianto N, Lampert C. 2013. Learning to rank using privileged information. ICCV: International Conference on Computer Vision 825–832.
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2013 | Conference Paper | IST-REx-ID: 2294 | OA
Kazmar T, Kvon E, Stark A, Lampert C. 2013. Drosophila Embryo Stage Annotation using Label Propagation. ICCV: International Conference on Computer Vision
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2013 | Journal Article | IST-REx-ID: 2516
Lampert C, Nickisch H, Harmeling S. 2013. Attribute-based classification for zero-shot learning of object categories. IEEE Transactions on Pattern Analysis and Machine Intelligence. 36(3), 453–465.
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2013 | Conference Paper | IST-REx-ID: 2520 | OA
Quadrianto N, Sharmanska V, Knowles D, Ghahramani Z. 2013. The supervised IBP: Neighbourhood preserving infinite latent feature models. Proceedings of the 29th conference uncertainty in Artificial Intelligence. UAI: Uncertainty in Artificial Intelligence 527–536.
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2013 | Conference Paper | IST-REx-ID: 2901 | OA
Chen C, Kolmogorov V, Yan Z, Metaxas D, Lampert C. 2013. Computing the M most probable modes of a graphical model. AISTATS: Conference on Uncertainty in Artificial Intelligence, JMLR: W&CP, vol. 31. 161–169.
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2013 | Conference Paper | IST-REx-ID: 2948 | OA
Tommasi T, Quadrianto N, Caputo B, Lampert C. 2013. Beyond dataset bias: Multi-task unaligned shared knowledge transfer. 7724, 1–15.
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2013 | Encyclopedia Article | IST-REx-ID: 3321
Quadrianto N, Lampert C. 2013. Kernel based learning. Encyclopedia of Systems Biology. vol. 3. 1069–1069.
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2012 | Technical Report | IST-REx-ID: 5396 | OA
Korc F, Kolmogorov V, Lampert C. 2012. Approximating marginals using discrete energy minimization, IST Austria, 13p.
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2012 | Conference Paper | IST-REx-ID: 2825
Lampert C. 2012. Dynamic pruning of factor graphs for maximum marginal prediction. NIPS: Neural Information Processing Systems vol. 1. 82–90.
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2012 | Conference Paper | IST-REx-ID: 2915
Kroemer O, Lampert C, Peters J. 2012. Multi-modal learning for dynamic tactile sensing
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2012 | Conference Paper | IST-REx-ID: 3124 | OA
Korc F, Kolmogorov V, Lampert C. 2012. Approximating marginals using discrete energy minimization. ICML: International Conference on Machine Learning, Inferning 2012,
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2012 | Conference Paper | IST-REx-ID: 3125 | OA
Sharmanska V, Quadrianto N, Lampert C. 2012. Augmented attribute representations. ECCV: European Conference on Computer Vision, LNCS, vol. 7576. 242–255.
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2012 | Conference Paper | IST-REx-ID: 3126
Müller A, Nowozin S, Lampert C. 2012. Information theoretic clustering using minimal spanning trees. DAGM: German Association For Pattern Recognition, LNCS, vol. 7476. 205–215.
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2012 | Conference Paper | IST-REx-ID: 3127 | OA
Quadrianto N, Lampert C, Chen C. 2012. The most persistent soft-clique in a set of sampled graphs. Proceedings of the 29th International Conference on Machine Learning. ICML: International Conference on Machine Learning 211–218.
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2012 | Journal Article | IST-REx-ID: 3164
Blaschko M, Lampert C. 2012. Guest editorial: Special issue on structured prediction and inference. International Journal of Computer Vision. 99(3), 257–258.
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2012 | Journal Article | IST-REx-ID: 3248 | OA
Lampert C, Peters J. 2012. Real-time detection of colored objects in multiple camera streams with off-the-shelf hardware components. Journal of Real-Time Image Processing. 7(1), 31–41.
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2011 | Technical Report | IST-REx-ID: 5386 | OA
Chen C, Freedman D, Lampert C. 2011. Enforcing topological constraints in random field image segmentation, IST Austria, 69p.
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2011 | Conference Paper | IST-REx-ID: 3163
Lampert C. 2011. Maximum margin multi-label structured prediction. NIPS: Neural Information Processing Systems
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2011 | Conference Paper | IST-REx-ID: 3319
Quadrianto N, Lampert C. 2011. Learning multi-view neighborhood preserving projections. ICML: International Conference on Machine Learning 425–432.
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