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731 Publications
2021 |
Published |
Conference Paper |
IST-REx-ID: 14181 |
Dresdner, G., Shekhar, S., Pedregosa, F., Locatello, F., & Rätsch, G. (2021). Boosting variational inference with locally adaptive step-sizes. In Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (pp. 2337–2343). Montreal, Canada: International Joint Conferences on Artificial Intelligence. https://doi.org/10.24963/ijcai.2021/322
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 14182 |
Träuble, F., Kügelgen, J. von, Kleindessner, M., Locatello, F., Schölkopf, B., & Gehler, P. (2021). Backward-compatible prediction updates: A probabilistic approach. In 35th Conference on Neural Information Processing Systems (Vol. 34, pp. 116–128). Virtual.
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| arXiv
2021 |
Patent |
IST-REx-ID: 14185 |
Weissenborn, D., Uszkoreit, J., Unterthiner, T., Mahendran, A., Locatello, F., Kipf, T., … Dosovitskiy, A. (2021). Object-centric learning with slot attention.
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| arXiv
2021 |
Submitted |
Preprint |
IST-REx-ID: 14221 |
Locatello, F. (n.d.). Enforcing and discovering structure in machine learning. arXiv. https://doi.org/10.48550/arXiv.2111.13693
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 14332
Träuble, F., Dittadi, A., Wuthrich, M., Widmaier, F., Gehler, P. V., Winther, O., … Bauer, S. (2021). Representation learning for out-of-distribution generalization in reinforcement learning. In ICML 2021 Workshop on Unsupervised Reinforcement Learning. Virtual.
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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 |
Leopold, N. K., Mitrouskas, D. J., Rademacher, S. A. E., Schlein, B., & Seiringer, R. (2021). Landau–Pekar equations and quantum fluctuations for the dynamics of a strongly coupled polaron. Pure and Applied Analysis. Mathematical Sciences Publishers. https://doi.org/10.2140/paa.2021.3.653
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| arXiv
2021 |
Published |
Journal Article |
IST-REx-ID: 14890 |
Bossmann, L., Petrat, S. P., Pickl, P., & Soffer, A. (2021). Beyond Bogoliubov dynamics. Pure and Applied Analysis. Mathematical Sciences Publishers. https://doi.org/10.2140/paa.2021.3.677
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| arXiv
2021 |
Published |
Book Chapter |
IST-REx-ID: 14984
Stankowski, S., Shipilina, D., & Westram, A. M. (2021). Hybrid Zones. In Encyclopedia of Life Sciences (Vol. 2). Wiley. https://doi.org/10.1002/9780470015902.a0029355
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2021 |
Published |
Book Chapter |
IST-REx-ID: 14987
Lampert, C. (2021). Zero-Shot Learning. In K. Ikeuchi (Ed.), Computer Vision (2nd ed., pp. 1395–1397). Cham: Springer. https://doi.org/10.1007/978-3-030-63416-2_874
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2021 |
Research Data Reference |
IST-REx-ID: 14988 |
Johnson, A. J. (2021). Raw data from Johnson et al, PNAS, 2021. Zenodo. https://doi.org/10.5281/ZENODO.5747100
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2021 |
Published |
Journal Article |
IST-REx-ID: 15013 |
Alt, J., Erdös, L., & Krüger, T. H. (2021). Spectral radius of random matrices with independent entries. Probability and Mathematical Physics. Mathematical Sciences Publishers. https://doi.org/10.2140/pmp.2021.2.221
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| arXiv
2021 |
Published |
Journal Article |
IST-REx-ID: 15137 |
Steens, J. A., Zhu, Y., Taylor, D. W., Bravo, J. P. K., Prinsen, S. H. P., Schoen, C. D., … Staals, R. H. J. (2021). SCOPE enables type III CRISPR-Cas diagnostics using flexible targeting and stringent CARF ribonuclease activation. Nature Communications. Springer Nature. https://doi.org/10.1038/s41467-021-25337-5
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| PubMed | Europe PMC
2021 |
Published |
Journal Article |
IST-REx-ID: 15138 |
Geiger, F., Acker, J., Papa, G., Wang, X., Arter, W. E., Saar, K. L., … Borodavka, A. (2021). Liquid–liquid phase separation underpins the formation of replication factories in rotaviruses. The EMBO Journal. Embo Press. https://doi.org/10.15252/embj.2021107711
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| PubMed | Europe PMC
2021 |
Published |
Journal Article |
IST-REx-ID: 15139 |
Bravo, J. P. K., Bartnik, K., Venditti, L., Acker, J., Gail, E. H., Colyer, A., … Borodavka, A. (2021). Structural basis of rotavirus RNA chaperone displacement and RNA annealing. Proceedings of the National Academy of Sciences. Proceedings of the National Academy of Sciences. https://doi.org/10.1073/pnas.2100198118
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| PubMed | Europe PMC
2021 |
Published |
Journal Article |
IST-REx-ID: 15140 |
Bravo, J. P. K., Dangerfield, T. L., Taylor, D. W., & Johnson, K. A. (2021). Remdesivir is a delayed translocation inhibitor of SARS-CoV-2 replication. Molecular Cell. Elsevier. https://doi.org/10.1016/j.molcel.2021.01.035
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| PubMed | Europe PMC
2021 |
Published |
Journal Article |
IST-REx-ID: 15141 |
Zhou, Y., Bravo, J. P. K., Taylor, H. N., Steens, J. A., Jackson, R. N., Staals, R. H. J., & Taylor, D. W. (2021). Structure of a type IV CRISPR-Cas ribonucleoprotein complex. IScience. Elsevier. https://doi.org/10.1016/j.isci.2021.102201
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| PubMed | Europe PMC
2021 |
Published |
Journal Article |
IST-REx-ID: 15150
Grand, R. S., Burger, L., Gräwe, C., Michael, A. K., Isbel, L., Hess, D., … Schübeler, D. (2021). BANP opens chromatin and activates CpG-island-regulated genes. Nature. Springer Nature. https://doi.org/10.1038/s41586-021-03689-8
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2021 |
Published |
Journal Article |
IST-REx-ID: 15151 |
Michael, A. K., & Thomä, N. H. (2021). Reading the chromatinized genome. Cell. Elsevier. https://doi.org/10.1016/j.cell.2021.05.029
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2021 |
Published |
Journal Article |
IST-REx-ID: 15215 |
Yao Y, Kulkarni SR, Burdge KB, Caiazzo I, De K, Dong D, Fremling C, Kasliwal MM, Kupfer T, van Roestel J, Sollerman J, Bagdasaryan A, Bellm EC, Cenko SB, Drake AJ, Duev DA, Graham MJ, Kaye S, Masci FJ, Miranda N, Prince TA, Riddle R, Rusholme B, Soumagnac MT. 2021. Multi-wavelength observations of AT2019wey: A new candidate black hole low-mass X-ray binary. The Astrophysical Journal. 920(2), 120.
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