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88 Publications

2020 | Conference Paper | IST-REx-ID: 7481 | OA
Bui Thi Mai P, Lampert C. Functional vs. parametric equivalence of ReLU networks
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2020 | Preprint | IST-REx-ID: 8063 | OA
Anciukevicius T, Lampert C, Henderson PM. Object-centric image generation with factored depths, locations, and appearances. ArXiv.
View | Download Preprint (ext.) | arXiv
 
2020 | Conference Paper | IST-REx-ID: 8186 | OA
Henderson PM, Tsiminaki V, Lampert C. 2020. Leveraging 2D data to learn textured 3D mesh generation. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. CVPR: Conference on Computer Vision and Pattern Recognition 7498–7507.
View | Files available | Download Submitted Version (ext.) | arXiv
 
2020 | Preprint | IST-REx-ID: 8188 | OA
Henderson PM, Lampert C. Unsupervised object-centric video generation and decomposition in 3D. arXiv:2007.06705.
View | Download Preprint (ext.) | arXiv
 
2020 | Thesis | IST-REx-ID: 8390 | OA
Royer A. 2020. Leveraging structure in Computer Vision tasks for flexible Deep Learning models, IST Austria, 197p.
View | Files available | DOI
 
2020 | Conference Paper | IST-REx-ID: 7936 | OA
Royer A, Lampert C. 2020. Localizing grouped instances for efficient detection in low-resource scenarios. IEEE Winter Conference on Applications of Computer Vision. WACV: Winter Conference on Applications of Computer Vision 1716–1725.
View | Files available | DOI | Download Preprint (ext.) | arXiv
 
2020 | Conference Paper | IST-REx-ID: 7937
Royer A, Lampert C. 2020. A flexible selection scheme for minimum-effort transfer learning. 2020 IEEE Winter Conference on Applications of Computer Vision. WACV: Winter Conference on Applications of Computer Vision 2180–2189.
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2020 | Book Chapter | IST-REx-ID: 8092 | OA
Royer A, Bousmalis K, Gouws S, Bertsch F, Mosseri I, Cole F, Murphy K. 2020. XGAN: Unsupervised image-to-image translation for many-to-many mappings. Domain Adaptation for Visual Understanding. 33–49.
View | Files available | DOI | Download Preprint (ext.) | arXiv
 
2019 | Book (Editor) | IST-REx-ID: 7171
Kersting K, Lampert C, Rothkopf C eds. 2019. Wie Maschinen lernen, Springer Nature, 245p.
View | Files available | DOI
 
2019 | Conference Paper | IST-REx-ID: 7479 | OA
Bui Thi Mai P, Lampert C. 2019. Distillation-based training for multi-exit architectures. IEEE International Conference on Computer Vision. ICCV: International Conference on Computer Vision vol. 2019–October. 1355–1364.
View | Files available | DOI
 
2019 | Conference Paper | IST-REx-ID: 7640 | OA
Kolesnikov A, Kuznetsova A, Lampert C, Ferrari V. 2019. Detecting visual relationships using box attention. Proceedings of the 2019 International Conference on Computer Vision Workshop. ICCVW: International Conference on Computer Vision Workshop 1749–1753.
View | DOI | Download Preprint (ext.) | arXiv
 
2019 | Conference Paper | IST-REx-ID: 6482 | OA
Sun R, Lampert C. 2019. KS(conf): A light-weight test if a ConvNet operates outside of Its specifications. GCPR: Conference on Pattern Recognition, LNCS, vol. 11269. 244–259.
View | Files available | DOI | Download Preprint (ext.) | arXiv
 
2019 | Journal Article | IST-REx-ID: 6554 | OA
Xian Y, Lampert C, Schiele B, Akata Z. 2019. Zero-shot learning - A comprehensive evaluation of the good, the bad and the ugly. IEEE Transactions on Pattern Analysis and Machine Intelligence. 41(9), 2251–2265.
View | DOI | Download Preprint (ext.) | arXiv
 
2019 | Conference Paper | IST-REx-ID: 6569 | OA
Bui Thi Mai P, Lampert C. 2019. Towards understanding knowledge distillation. Proceedings of the 36th International Conference on Machine Learning. ICML: International Conference on Machine Learning vol. 97. 5142–5151.
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2019 | Conference Paper | IST-REx-ID: 6590 | OA
Konstantinov NH, Lampert C. 2019. Robust learning from untrusted sources. Proceedings of the 36th International Conference on Machine Learning. ICML: International Conference on Machine Learning vol. 97. 3488–3498.
View | Download Preprint (ext.) | arXiv
 
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. 16th International Conference on Quantitative Evaluation of Systems. QEST: Quantitative Evaluation of Systems, LNCS, vol. 11785. 109–128.
View | DOI | Download Preprint (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.
View | Files available | DOI
 
2019 | Journal Article | IST-REx-ID: 6952 | OA
Henderson PM, Ferrari V. 2019. Learning single-image 3D reconstruction by generative modelling of shape, pose and shading. International Journal of Computer Vision.
View | Files available | DOI
 
2018 | Research Data | IST-REx-ID: 5584 | OA
Deny S, Marre O, Botella-Soler V, Martius GS, Tkačik G. 2018. Nonlinear decoding of a complex movie from the mammalian retina, IST Austria,p.
View | Files available | DOI
 
2018 | Journal Article | IST-REx-ID: 563 | OA
Ringbauer H, Kolesnikov A, Field D, Barton NH. 2018. Estimating barriers to gene flow from distorted isolation-by-distance patterns. Genetics. 208(3), 1231–1245.
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