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12146 Publications
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.
[Preprint]
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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.
[Preprint]
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| arXiv
2021 |
Patent |
IST-REx-ID: 14185 |
D. Weissenborn et al., “Object-centric learning with slot attention.” 2021.
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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 |
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: 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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| WoS
2021 |
Published |
Journal Article |
IST-REx-ID: 14889 |
N. K. Leopold, D. J. Mitrouskas, S. A. E. Rademacher, B. Schlein, and R. Seiringer, “Landau–Pekar equations and quantum fluctuations for the dynamics of a strongly coupled polaron,” Pure and Applied Analysis, vol. 3, no. 4. Mathematical Sciences Publishers, pp. 653–676, 2021.
[Preprint]
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| arXiv
2021 |
Published |
Journal Article |
IST-REx-ID: 14890 |
L. Bossmann, S. P. Petrat, P. Pickl, and A. Soffer, “Beyond Bogoliubov dynamics,” Pure and Applied Analysis, vol. 3, no. 4. Mathematical Sciences Publishers, pp. 677–726, 2021.
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| arXiv
2021 |
Research Data Reference |
IST-REx-ID: 14988 |
A. J. Johnson, “Raw data from Johnson et al, PNAS, 2021.” Zenodo, 2021.
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2021 |
Published |
Journal Article |
IST-REx-ID: 15013 |
J. Alt, L. Erdös, and T. H. Krüger, “Spectral radius of random matrices with independent entries,” Probability and Mathematical Physics, vol. 2, no. 2. Mathematical Sciences Publishers, pp. 221–280, 2021.
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| arXiv
2021 |
Published |
Journal Article |
IST-REx-ID: 15137 |
J. A. Steens et al., “SCOPE enables type III CRISPR-Cas diagnostics using flexible targeting and stringent CARF ribonuclease activation,” Nature Communications, vol. 12. Springer Nature, 2021.
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| PubMed | Europe PMC
2021 |
Published |
Journal Article |
IST-REx-ID: 15138 |
F. Geiger et al., “Liquid–liquid phase separation underpins the formation of replication factories in rotaviruses,” The EMBO Journal, vol. 40, no. 21. Embo Press, 2021.
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| PubMed | Europe PMC
2021 |
Published |
Journal Article |
IST-REx-ID: 15139 |
J. P. K. Bravo et al., “Structural basis of rotavirus RNA chaperone displacement and RNA annealing,” Proceedings of the National Academy of Sciences, vol. 118, no. 41. Proceedings of the National Academy of Sciences, 2021.
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| PubMed | Europe PMC
2021 |
Published |
Journal Article |
IST-REx-ID: 15140 |
J. P. K. Bravo, T. L. Dangerfield, D. W. Taylor, and K. A. Johnson, “Remdesivir is a delayed translocation inhibitor of SARS-CoV-2 replication,” Molecular Cell, vol. 81, no. 7. Elsevier, p. 1548–1552.e4, 2021.
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| PubMed | Europe PMC
2021 |
Published |
Journal Article |
IST-REx-ID: 15141 |
Y. Zhou et al., “Structure of a type IV CRISPR-Cas ribonucleoprotein complex,” iScience, vol. 24, no. 3. Elsevier, 2021.
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| PubMed | Europe PMC