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11797 Publications
2021 |
Published |
Conference Paper |
IST-REx-ID: 14180 |
Dynamic inference with neural interpreters
N. Rahaman, M.W. Gondal, S. Joshi, P. Gehler, Y. Bengio, F. Locatello, B. Schölkopf, in:, Advances in Neural Information Processing Systems, 2021, pp. 10985–10998.
[Preprint]
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| arXiv
N. Rahaman, M.W. Gondal, S. Joshi, P. Gehler, Y. Bengio, F. Locatello, B. Schölkopf, in:, Advances in Neural Information Processing Systems, 2021, pp. 10985–10998.
2021 |
Published |
Conference Paper |
IST-REx-ID: 14181 |
Boosting variational inference with locally adaptive step-sizes
G. Dresdner, S. Shekhar, F. Pedregosa, F. Locatello, G. Rätsch, in:, Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, International Joint Conferences on Artificial Intelligence, 2021, pp. 2337–2343.
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G. Dresdner, S. Shekhar, F. Pedregosa, F. Locatello, G. Rätsch, in:, Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, International Joint Conferences on Artificial Intelligence, 2021, pp. 2337–2343.
2021 |
Published |
Conference Paper |
IST-REx-ID: 14182 |
Backward-compatible prediction updates: A probabilistic approach
F. Träuble, J. von Kügelgen, M. Kleindessner, F. Locatello, B. Schölkopf, P. Gehler, in:, 35th Conference on Neural Information Processing Systems, 2021, pp. 116–128.
[Preprint]
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F. Träuble, J. von Kügelgen, M. Kleindessner, F. Locatello, B. Schölkopf, P. Gehler, in:, 35th Conference on Neural Information Processing Systems, 2021, pp. 116–128.
2021 |
Patent |
IST-REx-ID: 14185 |
Object-centric learning with slot attention
D. Weissenborn, J. Uszkoreit, T. Unterthiner, A. Mahendran, F. Locatello, T. Kipf, G. Heigold, A. Dosovitskiy, (2021).
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| arXiv
D. Weissenborn, J. Uszkoreit, T. Unterthiner, A. Mahendran, F. Locatello, T. Kipf, G. Heigold, A. Dosovitskiy, (2021).
2021 |
Submitted |
Preprint |
IST-REx-ID: 14221 |
Enforcing and discovering structure in machine learning
F. Locatello, ArXiv (n.d.).
[Preprint]
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| arXiv
F. Locatello, ArXiv (n.d.).
2021 |
Published |
Conference Paper |
IST-REx-ID: 14332
Representation learning for out-of-distribution generalization in reinforcement learning
F. Träuble, A. Dittadi, M. Wuthrich, F. Widmaier, P.V. Gehler, O. Winther, F. Locatello, O. Bachem, B. Schölkopf, S. Bauer, in:, ICML 2021 Workshop on Unsupervised Reinforcement Learning, 2021.
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F. Träuble, A. Dittadi, M. Wuthrich, F. Widmaier, P.V. Gehler, O. Winther, F. Locatello, O. Bachem, B. Schölkopf, S. Bauer, in:, ICML 2021 Workshop on Unsupervised Reinforcement Learning, 2021.
2021 |
Published |
Journal Article |
IST-REx-ID: 14800 |
Recent progress on two-dimensional materials
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
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.
2021 |
Published |
Journal Article |
IST-REx-ID: 14889 |
Landau–Pekar equations and quantum fluctuations for the dynamics of a strongly coupled polaron
N.K. Leopold, D.J. Mitrouskas, S.A.E. Rademacher, B. Schlein, R. Seiringer, Pure and Applied Analysis 3 (2021) 653–676.
[Preprint]
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| arXiv
N.K. Leopold, D.J. Mitrouskas, S.A.E. Rademacher, B. Schlein, R. Seiringer, Pure and Applied Analysis 3 (2021) 653–676.
2021 |
Published |
Journal Article |
IST-REx-ID: 14890 |
Beyond Bogoliubov dynamics
L. Bossmann, S.P. Petrat, P. Pickl, A. Soffer, Pure and Applied Analysis 3 (2021) 677–726.
[Preprint]
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L. Bossmann, S.P. Petrat, P. Pickl, A. Soffer, Pure and Applied Analysis 3 (2021) 677–726.
2021 |
Published |
Book Chapter |
IST-REx-ID: 14984
Hybrid Zones
S. Stankowski, D. Shipilina, A.M. Westram, in:, Encyclopedia of Life Sciences, Wiley, 2021.
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| DOI
S. Stankowski, D. Shipilina, A.M. Westram, in:, Encyclopedia of Life Sciences, Wiley, 2021.
2021 |
Published |
Book Chapter |
IST-REx-ID: 14987
Zero-Shot Learning
C. Lampert, in:, K. Ikeuchi (Ed.), Computer Vision, 2nd ed., Springer, Cham, 2021, pp. 1395–1397.
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| DOI
C. Lampert, in:, K. Ikeuchi (Ed.), Computer Vision, 2nd ed., Springer, Cham, 2021, pp. 1395–1397.
2021 |
Research Data Reference |
IST-REx-ID: 14988 |
Raw data from Johnson et al, PNAS, 2021
A.J. Johnson, (2021).
[Published Version]
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A.J. Johnson, (2021).
2021 |
Published |
Journal Article |
IST-REx-ID: 15013 |
Spectral radius of random matrices with independent entries
J. Alt, L. Erdös, T.H. Krüger, Probability and Mathematical Physics 2 (2021) 221–280.
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J. Alt, L. Erdös, T.H. Krüger, Probability and Mathematical Physics 2 (2021) 221–280.
2021 |
Published |
Journal Article |
IST-REx-ID: 15137 |
SCOPE enables type III CRISPR-Cas diagnostics using flexible targeting and stringent CARF ribonuclease activation
J.A. Steens, Y. Zhu, D.W. Taylor, J.P.K. Bravo, S.H.P. Prinsen, C.D. Schoen, B.J.F. Keijser, M. Ossendrijver, L.M. Hofstra, S.J.J. Brouns, A. Shinkai, J. van der Oost, R.H.J. Staals, Nature Communications 12 (2021).
[Published Version]
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| PubMed | Europe PMC
J.A. Steens, Y. Zhu, D.W. Taylor, J.P.K. Bravo, S.H.P. Prinsen, C.D. Schoen, B.J.F. Keijser, M. Ossendrijver, L.M. Hofstra, S.J.J. Brouns, A. Shinkai, J. van der Oost, R.H.J. Staals, Nature Communications 12 (2021).
2021 |
Published |
Journal Article |
IST-REx-ID: 15138 |
Liquid–liquid phase separation underpins the formation of replication factories in rotaviruses
F. Geiger, J. Acker, G. Papa, X. Wang, W.E. Arter, K.L. Saar, N.A. Erkamp, R. Qi, J.P.K. Bravo, S. Strauss, G. Krainer, O.R. Burrone, R. Jungmann, T.P. Knowles, H. Engelke, A. Borodavka, The EMBO Journal 40 (2021).
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F. Geiger, J. Acker, G. Papa, X. Wang, W.E. Arter, K.L. Saar, N.A. Erkamp, R. Qi, J.P.K. Bravo, S. Strauss, G. Krainer, O.R. Burrone, R. Jungmann, T.P. Knowles, H. Engelke, A. Borodavka, The EMBO Journal 40 (2021).
2021 |
Published |
Journal Article |
IST-REx-ID: 15139 |
Structural basis of rotavirus RNA chaperone displacement and RNA annealing
J.P.K. Bravo, K. Bartnik, L. Venditti, J. Acker, E.H. Gail, A. Colyer, C. Davidovich, D.C. Lamb, R. Tuma, A.N. Calabrese, A. Borodavka, Proceedings of the National Academy of Sciences 118 (2021).
[Published Version]
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J.P.K. Bravo, K. Bartnik, L. Venditti, J. Acker, E.H. Gail, A. Colyer, C. Davidovich, D.C. Lamb, R. Tuma, A.N. Calabrese, A. Borodavka, Proceedings of the National Academy of Sciences 118 (2021).
2021 |
Published |
Journal Article |
IST-REx-ID: 15140 |
Remdesivir is a delayed translocation inhibitor of SARS-CoV-2 replication
J.P.K. Bravo, T.L. Dangerfield, D.W. Taylor, K.A. Johnson, Molecular Cell 81 (2021) 1548–1552.e4.
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J.P.K. Bravo, T.L. Dangerfield, D.W. Taylor, K.A. Johnson, Molecular Cell 81 (2021) 1548–1552.e4.
2021 |
Published |
Journal Article |
IST-REx-ID: 15141 |
Structure of a type IV CRISPR-Cas ribonucleoprotein complex
Y. Zhou, J.P.K. Bravo, H.N. Taylor, J.A. Steens, R.N. Jackson, R.H.J. Staals, D.W. Taylor, IScience 24 (2021).
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Y. Zhou, J.P.K. Bravo, H.N. Taylor, J.A. Steens, R.N. Jackson, R.H.J. Staals, D.W. Taylor, IScience 24 (2021).
2021 |
Published |
Journal Article |
IST-REx-ID: 15150
BANP opens chromatin and activates CpG-island-regulated genes
R.S. Grand, L. Burger, C. Gräwe, A.K. Michael, L. Isbel, D. Hess, L. Hoerner, V. Iesmantavicius, S. Durdu, M. Pregnolato, A.R. Krebs, S.A. Smallwood, N. Thomä, M. Vermeulen, D. Schübeler, Nature 596 (2021) 133–137.
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R.S. Grand, L. Burger, C. Gräwe, A.K. Michael, L. Isbel, D. Hess, L. Hoerner, V. Iesmantavicius, S. Durdu, M. Pregnolato, A.R. Krebs, S.A. Smallwood, N. Thomä, M. Vermeulen, D. Schübeler, Nature 596 (2021) 133–137.
2021 |
Published |
Journal Article |
IST-REx-ID: 15151 |
Reading the chromatinized genome
A.K. Michael, N.H. Thomä, Cell 184 (2021) 3599–3611.
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A.K. Michael, N.H. Thomä, Cell 184 (2021) 3599–3611.