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75 Publications

2018 | Conference Paper | IST-REx-ID: 6012   OA
Sahoo, S., Lampert, C., & Martius, G. S. (2018). Learning equations for extrapolation and control. In Proceedings of the 35th International Conference on Machine Learning (Vol. 80, pp. 4442–4450). Stockholm, Sweden: International Machine Learning Society.
View | Files available | Download (ext.) | arXiv
 
2018 | Journal Article | IST-REx-ID: 563   OA
Ringbauer, H., Kolesnikov, A., Field, D., & Barton, N. H. (2018). Estimating barriers to gene flow from distorted isolation-by-distance patterns. Genetics, 208(3), 1231–1245. https://doi.org/10.1534/genetics.117.300638
View | Files available | DOI | Download (ext.)
 
2018 | Research Data | IST-REx-ID: 5584
Deny, S., Marre, O., Botella-Soler, V., Martius, G. S., & Tkacik, G. (2018). Nonlinear decoding of a complex movie from the mammalian retina. IST Austria. https://doi.org/10.15479/AT:ISTA:98
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2018 | Thesis | IST-REx-ID: 197   OA
Kolesnikov, A. (2018). Weakly-Supervised Segmentation and Unsupervised Modeling of Natural Images. IST Austria. https://doi.org/10.15479/AT:ISTA:th_1021
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2017 | Conference Paper | IST-REx-ID: 911   OA
Royer, A., Kolesnikov, A., & Lampert, C. (n.d.). Probabilistic image colorization. Presented at the BMVC: British Machine Vision Conference, London, United Kingdom: BMVA Press.
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2017 | Conference Paper | IST-REx-ID: 1000   OA
Kolesnikov, A., & Lampert, C. (2017). PixelCNN models with auxiliary variables for natural image modeling (Vol. 70, pp. 1905–1914). Presented at the ICML: International Conference on Machine Learning, Sydney, Australia: Omnipress.
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2017 | Conference Paper | IST-REx-ID: 652
Der, R., & Martius, G. S. (2017). Dynamical self consistency leads to behavioral development and emergent social interactions in robots. Presented at the ICDL EpiRob: International Conference on Development and Learning and Epigenetic Robotics , Cergy-Pontoise, France: IEEE. https://doi.org/10.1109/DEVLRN.2016.7846789
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2017 | Conference Paper | IST-REx-ID: 998   OA
Rebuffi, S. A., Kolesnikov, A., Sperl, G., & Lampert, C. (2017). iCaRL: Incremental classifier and representation learning (Vol. 2017, pp. 5533–5542). Presented at the CVPR: Computer Vision and Pattern Recognition, Honolulu, HA, United States: IEEE. https://doi.org/10.1109/CVPR.2017.587
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2017 | Conference Paper | IST-REx-ID: 6841   OA
Martius, G. S., & Lampert, C. (2017). Extrapolation and learning equations. In 5th International Conference on Learning Representations, ICLR 2017 - Workshop Track Proceedings. Toulon, France: International Conference on Learning Representations.
View | Download (ext.) | arXiv
 
2017 | Journal Article | IST-REx-ID: 658   OA
Der, R., & Martius, G. S. (2017). Self organized behavior generation for musculoskeletal robots. Frontiers in Neurorobotics, 11(MAR). https://doi.org/10.3389/fnbot.2017.00008
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