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85 Publications

2020 | Conference Paper | IST-REx-ID: 7481   OA
Bui Thi Mai, P., & Lampert, C. (n.d.). Functional vs. parametric equivalence of ReLU networks.
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2020 | Conference Paper | IST-REx-ID: 7936   OA
Royer, A., & Lampert, C. (2020). Localizing grouped instances for efficient detection in low-resource scenarios. In IEEE Winter Conference on Applications of Computer Vision (pp. 1716–1725). Snowmass Village, CO, United States: IEEE. https://doi.org/10.1109/WACV45572.2020.9093288
View | DOI | Download (ext.) | arXiv
 
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. In R. Singh, M. Vatsa, V. M. Patel, & N. Ratha (Eds.), Domain Adaptation for Visual Understanding (pp. 33–49). Cham: Springer Nature. https://doi.org/10.1007/978-3-030-30671-7_3
View | DOI | Download (ext.) | arXiv
 
2020 | Conference Paper | IST-REx-ID: 7937
Royer, A., & Lampert, C. (2020). A flexible selection scheme for minimum-effort transfer learning. In 2020 IEEE Winter Conference on Applications of Computer Vision (pp. 2180–2189). Snowmass Village, CO, United States: IEEE. https://doi.org/10.1109/WACV45572.2020.9093635
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2020 | Preprint | IST-REx-ID: 8063   OA
Anciukevicius, T., Lampert, C., & Henderson, P. M. (n.d.). Object-centric image generation with factored depths, locations, and appearances. ArXiv. ArXiv.
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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
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2019 | Book (Editor) | IST-REx-ID: 7171
Kersting, K., Lampert, C., & Rothkopf, C. (Eds.). (2019). Wie Maschinen lernen. Springer Nature. https://doi.org/10.1007/978-3-658-26763-6
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2019 | Conference Paper | IST-REx-ID: 7479   OA
Bui Thi Mai, P., & Lampert, C. (2019). Distillation-based training for multi-exit architectures. In IEEE International Conference on Computer Vision (Vol. 2019–October, pp. 1355–1364). Seoul, Korea: IEEE. https://doi.org/10.1109/ICCV.2019.00144
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. In Proceedings of the 2019 International Conference on Computer Vision Workshop (pp. 1749–1753). Seoul, South Korea: IEEE. https://doi.org/10.1109/ICCVW.2019.00217
View | DOI | Download (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. https://doi.org/10.1109/tpami.2018.2857768
View | DOI | Download (ext.) | arXiv
 

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