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76 Publications

2019 | Journal Article | IST-REx-ID: 6952   OA
Henderson, P. M., & Ferrari, V. (2019). Learning single-image 3D reconstruction by generative modelling of shape, pose and shading. International Journal of Computer Vision. https://doi.org/10.1007/s11263-019-01219-8
View | Files available | DOI
 
2019 | Conference Paper | IST-REx-ID: 6942   OA
Ashok, P., Brázdil, T., Chatterjee, K., Křetínský, J., Lampert, C., & Toman, V. (2019). Strategy representation by decision trees with linear classifiers. In 16th International Conference on Quantitative Evaluation of Systems (Vol. 11785, pp. 109–128). Glasgow, United Kingdom: Springer Nature. https://doi.org/10.1007/978-3-030-30281-8_7
View | DOI | Download (ext.) | arXiv
 
2019 | Conference Paper | IST-REx-ID: 6569   OA
Bui Thi Mai, P., & Lampert, C. (2019). Towards understanding knowledge distillation. In Proceedings of the 36th International Conference on Machine Learning (Vol. 97, pp. 5142–5151). Long Beach, CA, United States: PMLR.
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2019 | Conference Paper | IST-REx-ID: 6590   OA
Konstantinov, N. H., & Lampert, C. (n.d.). Robust learning from untrusted sources. In Proceedings of the 36th International Conference on Machine Learning. Long Beach, CA, USA.
View | Download (ext.) | arXiv
 
2019 | Journal Article | IST-REx-ID: 6944   OA
Sun, R., & Lampert, C. (2019). KS(conf): A light-weight test if a multiclass classifier operates outside of its specifications. International Journal of Computer Vision. https://doi.org/10.1007/s11263-019-01232-x
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