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88 Publications

2020 | Conference Paper | IST-REx-ID: 7481 | OA
Bui Thi Mai, Phuong, and Christoph Lampert. Functional vs. Parametric Equivalence of ReLU Networks.
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2020 | Preprint | IST-REx-ID: 8063 | OA
Anciukevicius, Titas, et al. “Object-Centric Image Generation with Factored Depths, Locations, and Appearances.” ArXiv, 2004.00642, ArXiv.
View | Download Preprint (ext.) | arXiv
 
2020 | Conference Paper | IST-REx-ID: 8186 | OA
Henderson, Paul M., et al. “Leveraging 2D Data to Learn Textured 3D Mesh Generation.” Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVF, 2020, pp. 7498–507.
View | Files available | Download Submitted Version (ext.) | arXiv
 
2020 | Preprint | IST-REx-ID: 8188 | OA
Henderson, Paul M., and Christoph Lampert. “Unsupervised Object-Centric Video Generation and Decomposition in 3D.” ArXiv:2007.06705, 2007.06705.
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2020 | Thesis | IST-REx-ID: 8390 | OA
Royer, Amélie. Leveraging Structure in Computer Vision Tasks for Flexible Deep Learning Models. IST Austria, 2020, doi:10.15479/AT:ISTA:8390.
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2020 | Conference Paper | IST-REx-ID: 7936 | OA
Royer, Amélie, and Christoph Lampert. “Localizing Grouped Instances for Efficient Detection in Low-Resource Scenarios.” IEEE Winter Conference on Applications of Computer Vision, IEEE, 2020, pp. 1716–25, doi:10.1109/WACV45572.2020.9093288.
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2020 | Conference Paper | IST-REx-ID: 7937
Royer, Amélie, and Christoph Lampert. “A Flexible Selection Scheme for Minimum-Effort Transfer Learning.” 2020 IEEE Winter Conference on Applications of Computer Vision, IEEE, 2020, pp. 2180–89, doi:10.1109/WACV45572.2020.9093635.
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2020 | Book Chapter | IST-REx-ID: 8092 | OA
Royer, Amélie, et al. “XGAN: Unsupervised Image-to-Image Translation for Many-to-Many Mappings.” Domain Adaptation for Visual Understanding, edited by Richa Singh et al., Springer Nature, 2020, pp. 33–49, doi:10.1007/978-3-030-30671-7_3.
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2019 | Book (Editor) | IST-REx-ID: 7171
Kersting, Kristian, et al., editors. Wie Maschinen Lernen. Springer Nature, 2019, doi:10.1007/978-3-658-26763-6.
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2019 | Conference Paper | IST-REx-ID: 7479 | OA
Bui Thi Mai, Phuong, and Christoph Lampert. “Distillation-Based Training for Multi-Exit Architectures.” IEEE International Conference on Computer Vision, vol. 2019–October, IEEE, 2019, pp. 1355–64, doi:10.1109/ICCV.2019.00144.
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2019 | Conference Paper | IST-REx-ID: 7640 | OA
Kolesnikov, Alexander, et al. “Detecting Visual Relationships Using Box Attention.” Proceedings of the 2019 International Conference on Computer Vision Workshop, IEEE, 2019, pp. 1749–53, doi:10.1109/ICCVW.2019.00217.
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2019 | Conference Paper | IST-REx-ID: 6482 | OA
Sun, Rémy, and Christoph Lampert. KS(Conf): A Light-Weight Test If a ConvNet Operates Outside of Its Specifications. Vol. 11269, Springer Nature, 2019, pp. 244–59, doi:10.1007/978-3-030-12939-2_18.
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2019 | Journal Article | IST-REx-ID: 6554 | OA
Xian, Yongqin, et al. “Zero-Shot Learning - A Comprehensive Evaluation of the Good, the Bad and the Ugly.” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 41, no. 9, Institute of Electrical and Electronics Engineers (IEEE), 2019, pp. 2251–65, doi:10.1109/tpami.2018.2857768.
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2019 | Conference Paper | IST-REx-ID: 6569 | OA
Bui Thi Mai, Phuong, and Christoph Lampert. “Towards Understanding Knowledge Distillation.” Proceedings of the 36th International Conference on Machine Learning, vol. 97, PMLR, 2019, pp. 5142–51.
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2019 | Conference Paper | IST-REx-ID: 6590 | OA
Konstantinov, Nikola H., and Christoph Lampert. “Robust Learning from Untrusted Sources.” Proceedings of the 36th International Conference on Machine Learning, vol. 97, PMLR, 2019, pp. 3488–98.
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2019 | Conference Paper | IST-REx-ID: 6942 | OA
Ashok, Pranav, et al. “Strategy Representation by Decision Trees with Linear Classifiers.” 16th International Conference on Quantitative Evaluation of Systems, vol. 11785, Springer Nature, 2019, pp. 109–28, doi:10.1007/978-3-030-30281-8_7.
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2019 | Journal Article | IST-REx-ID: 6944 | OA
Sun, Rémy, and Christoph Lampert. “KS(Conf): A Light-Weight Test If a Multiclass Classifier Operates Outside of Its Specifications.” International Journal of Computer Vision, Springer Nature, 2019, doi:10.1007/s11263-019-01232-x.
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2019 | Journal Article | IST-REx-ID: 6952 | OA
Henderson, Paul M., and Vittorio Ferrari. “Learning Single-Image 3D Reconstruction by Generative Modelling of Shape, Pose and Shading.” International Journal of Computer Vision, Springer Nature, 2019, doi:10.1007/s11263-019-01219-8.
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2018 | Research Data | IST-REx-ID: 5584 | OA
Deny, Stephane, et al. Nonlinear Decoding of a Complex Movie from the Mammalian Retina. IST Austria, 2018, doi:10.15479/AT:ISTA:98.
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2018 | Journal Article | IST-REx-ID: 563 | OA
Ringbauer, Harald, et al. “Estimating Barriers to Gene Flow from Distorted Isolation-by-Distance Patterns.” Genetics, vol. 208, no. 3, Genetics Society of America, 2018, pp. 1231–45, doi:10.1534/genetics.117.300638.
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