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5915 Publications
2021 | Published | Conference Paper | IST-REx-ID: 14177 | 
F. Träuble et al., “On disentangled representations learned from correlated data,” in Proceedings of the 38th International Conference on Machine Learning, Virtual, 2021, vol. 139, pp. 10401–10412.
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 14178 |
A. Dittadi et al., “On the transfer of disentangled representations in realistic settings,” in The Ninth International Conference on Learning Representations, Virtual, 2021.
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 14179 |
J. von Kügelgen et al., “Self-supervised learning with data augmentations provably isolates content from style,” in Advances in Neural Information Processing Systems, Virtual, 2021, vol. 34, pp. 16451–16467.
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 14180 |
N. Rahaman et al., “Dynamic inference with neural interpreters,” in Advances in Neural Information Processing Systems, Virtual, 2021, vol. 34, pp. 10985–10998.
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 14181 |
G. Dresdner, S. Shekhar, F. Pedregosa, F. Locatello, and G. Rätsch, “Boosting variational inference with locally adaptive step-sizes,” in Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, Montreal, Canada, 2021, pp. 2337–2343.
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 14182 |
F. Träuble, J. von Kügelgen, M. Kleindessner, F. Locatello, B. Schölkopf, and P. Gehler, “Backward-compatible prediction updates: A probabilistic approach,” in 35th Conference on Neural Information Processing Systems, Virtual, 2021, vol. 34, pp. 116–128.
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| arXiv
2021 | Submitted | Preprint | IST-REx-ID: 14221 |
F. Locatello, “Enforcing and discovering structure in machine learning,” arXiv. .
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| arXiv
2021 | Submitted | Preprint | IST-REx-ID: 14278 |
I. Koval, “Local strong Birkhoff conjecture and local spectral rigidity of almost every ellipse,” arXiv. .
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 14332
F. Träuble et al., “Representation learning for out-of-distribution generalization in reinforcement learning,” in ICML 2021 Workshop on Unsupervised Reinforcement Learning, Virtual, 2021.
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2021 | Published | Journal Article | IST-REx-ID: 10834 |
S. Stahnke et al., “Loss of Hem1 disrupts macrophage function and impacts migration, phagocytosis, and integrin-mediated adhesion,” Current Biology, vol. 31, no. 10. Elsevier, p. 2051–2064.e8, 2021.
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| WoS
| PubMed | Europe PMC
2021 | Published | Journal Article | IST-REx-ID: 10836 |
C. L. Pranger et al., “PIPE‐cloned human IgE and IgG4 antibodies: New tools for investigating cow’s milk allergy and tolerance,” Allergy, vol. 76, no. 5. Wiley, pp. 1553–1556, 2021.
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| PubMed | Europe PMC
2021 | Published | Journal Article | IST-REx-ID: 10838 |
A. M. Westram, R. Faria, K. Johannesson, and R. Butlin, “Using replicate hybrid zones to understand the genomic basis of adaptive divergence,” Molecular Ecology, vol. 30, no. 15. Wiley, pp. 3797–3814, 2021.
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| PubMed | Europe PMC
2021 | Published | Conference Paper | IST-REx-ID: 10853 |
A. Fedorov, N. Koval, and D.-A. Alistarh, “A scalable concurrent algorithm for dynamic connectivity,” in Proceedings of the 33rd ACM Symposium on Parallelism in Algorithms and Architectures, Virtual, Online, 2021, pp. 208–220.
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| arXiv
2021 | Published | Journal Article | IST-REx-ID: 10856 |
G. Ivanov and I. Tsiutsiurupa, “On the volume of sections of the cube,” Analysis and Geometry in Metric Spaces, vol. 9, no. 1. De Gruyter, pp. 1–18, 2021.
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| arXiv
2021 | Published | Journal Article | IST-REx-ID: 10860 |
G. Ivanov, “Tight frames and related geometric problems,” Canadian Mathematical Bulletin, vol. 64, no. 4. Canadian Mathematical Society, pp. 942–963, 2021.
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| arXiv
2021 | Published | Journal Article | IST-REx-ID: 12186
P. Ding et al., “Chromatin accessibility landscapes activated by cell-surface and intracellular immune receptors,” Journal of Experimental Botany, vol. 72, no. 22. Oxford University Press, pp. 7927–7941, 2021.
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| PubMed | Europe PMC
2021 | Research Data Reference | IST-REx-ID: 13069 |
L. Chauve et al., “Neuronal HSF-1 coordinates the propagation of fat desaturation across tissues to enable adaptation to high temperatures in C. elegans.” Zenodo, 2021.
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2021 | Published | Journal Article | IST-REx-ID: 14800 |
Chang C, Chen W, Chen Y, Chen Y, Chen Y, Ding F, Fan C, Fan HJ, Fan Z, Gong C, Gong Y, He Q, Hong X, Hu S, Hu W, Huang W, Huang Y, Ji W, Li D, Li LJ, Li Q, Lin L, Ling C, Liu M, Liu N, Liu Z, Loh KP, Ma J, Miao F, Peng H, Shao M, Song L, Su S, Sun S, Tan C, Tang Z, Wang D, Wang H, Wang J, Wang X, Wang X, Wee ATS, Wei Z, Wu Y, Wu ZS, Xiong J, Xiong Q, Xu W, Yin P, Zeng H, Zeng Z, Zhai T, Zhang H, Zhang H, Zhang Q, Zhang T, Zhang X, Zhao LD, Zhao M, Zhao W, Zhao Y, Zhou KG, Zhou X, Zhou Y, Zhu H, Zhang H, Liu Z. 2021. Recent progress on two-dimensional materials. Acta Physico-Chimica Sinica. 37(12), 2108017.
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