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8354 Publications


2021 | Published | Conference Paper | IST-REx-ID: 14177 | OA
Träuble, Frederik, Elliot Creager, Niki Kilbertus, Francesco Locatello, Andrea Dittadi, Anirudh Goyal, Bernhard Schölkopf, and Stefan Bauer. “On Disentangled Representations Learned from Correlated Data.” In Proceedings of the 38th International Conference on Machine Learning, 139:10401–12. ML Research Press, 2021.
[Published Version] View | Download Published Version (ext.) | arXiv
 

2021 | Published | Conference Paper | IST-REx-ID: 14178 | OA
Dittadi, Andrea, Frederik Träuble, Francesco Locatello, Manuel Wüthrich, Vaibhav Agrawal, Ole Winther, Stefan Bauer, and Bernhard Schölkopf. “On the Transfer of Disentangled Representations in Realistic Settings.” In The Ninth International Conference on Learning Representations, 2021.
[Preprint] View | Download Preprint (ext.) | arXiv
 

2021 | Published | Conference Paper | IST-REx-ID: 14179 | OA
Kügelgen, Julius von, Yash Sharma, Luigi Gresele, Wieland Brendel, Bernhard Schölkopf, Michel Besserve, and Francesco Locatello. “Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style.” In Advances in Neural Information Processing Systems, 34:16451–67, 2021.
[Preprint] View | Download Preprint (ext.) | arXiv
 

2021 | Published | Conference Paper | IST-REx-ID: 14180 | OA
Rahaman, Nasim, Muhammad Waleed Gondal, Shruti Joshi, Peter Gehler, Yoshua Bengio, Francesco Locatello, and Bernhard Schölkopf. “Dynamic Inference with Neural Interpreters.” In Advances in Neural Information Processing Systems, 34:10985–98, 2021.
[Preprint] View | Download Preprint (ext.) | arXiv
 

2021 | Published | Conference Paper | IST-REx-ID: 14181 | OA
Dresdner, Gideon, Saurav Shekhar, Fabian Pedregosa, Francesco Locatello, and Gunnar Rätsch. “Boosting Variational Inference with Locally Adaptive Step-Sizes.” In Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2337–43. International Joint Conferences on Artificial Intelligence, 2021. https://doi.org/10.24963/ijcai.2021/322.
[Published Version] View | DOI | Download Published Version (ext.) | arXiv
 

2021 | Published | Conference Paper | IST-REx-ID: 14182 | OA
Träuble, Frederik, Julius von Kügelgen, Matthäus Kleindessner, Francesco Locatello, Bernhard Schölkopf, and Peter Gehler. “Backward-Compatible Prediction Updates: A Probabilistic Approach.” In 35th Conference on Neural Information Processing Systems, 34:116–28, 2021.
[Preprint] View | Download Preprint (ext.) | arXiv
 

2021 | Patent | IST-REx-ID: 14185 | OA
Weissenborn, Dirk, Jakob Uszkoreit, Thomas Unterthiner, Aravindh Mahendran, Francesco Locatello, Thomas Kipf, Georg Heigold, and Alexey Dosovitskiy. “Object-Centric Learning with Slot Attention,” 2021.
[Published Version] View | Download Published Version (ext.) | arXiv
 

2021 | Submitted | Preprint | IST-REx-ID: 14221 | OA
Locatello, Francesco. “Enforcing and Discovering Structure in Machine Learning.” ArXiv, n.d. https://doi.org/10.48550/arXiv.2111.13693.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2021 | Published | Journal Article | IST-REx-ID: 14800 | OA
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.
[Submitted Version] View | DOI | Download Submitted Version (ext.) | WoS
 

2021 | Published | Journal Article | IST-REx-ID: 14889 | OA
Leopold, Nikolai K, David Johannes Mitrouskas, Simone Anna Elvira Rademacher, Benjamin Schlein, and Robert Seiringer. “Landau–Pekar Equations and Quantum Fluctuations for the Dynamics of a Strongly Coupled Polaron.” Pure and Applied Analysis. Mathematical Sciences Publishers, 2021. https://doi.org/10.2140/paa.2021.3.653.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2021 | Published | Journal Article | IST-REx-ID: 14890 | OA
Bossmann, Lea, Sören P Petrat, Peter Pickl, and Avy Soffer. “Beyond Bogoliubov Dynamics.” Pure and Applied Analysis. Mathematical Sciences Publishers, 2021. https://doi.org/10.2140/paa.2021.3.677.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2021 | Research Data Reference | IST-REx-ID: 14988 | OA
Johnson, Alexander J. “Raw Data from Johnson et Al, PNAS, 2021.” Zenodo, 2021. https://doi.org/10.5281/ZENODO.5747100.
[Published Version] View | Files available | DOI | Download Published Version (ext.)
 

2021 | Published | Journal Article | IST-REx-ID: 15013 | OA
Alt, Johannes, László Erdös, and Torben H Krüger. “Spectral Radius of Random Matrices with Independent Entries.” Probability and Mathematical Physics. Mathematical Sciences Publishers, 2021. https://doi.org/10.2140/pmp.2021.2.221.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2021 | Published | Journal Article | IST-REx-ID: 15137 | OA
Steens, Jurre A., Yifan Zhu, David W. Taylor, Jack Peter Kelly Bravo, Stijn H. P. Prinsen, Cor D. Schoen, Bart J. F. Keijser, et al. “SCOPE Enables Type III CRISPR-Cas Diagnostics Using Flexible Targeting and Stringent CARF Ribonuclease Activation.” Nature Communications. Springer Nature, 2021. https://doi.org/10.1038/s41467-021-25337-5.
[Published Version] View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 

2021 | Published | Journal Article | IST-REx-ID: 15138 | OA
Geiger, Florian, Julia Acker, Guido Papa, Xinyu Wang, William E Arter, Kadi L Saar, Nadia A Erkamp, et al. “Liquid–Liquid Phase Separation Underpins the Formation of Replication Factories in Rotaviruses.” The EMBO Journal. Embo Press, 2021. https://doi.org/10.15252/embj.2021107711.
[Published Version] View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 

2021 | Published | Journal Article | IST-REx-ID: 15139 | OA
Bravo, Jack Peter Kelly, Kira Bartnik, Luca Venditti, Julia Acker, Emma H. Gail, Alice Colyer, Chen Davidovich, et al. “Structural Basis of Rotavirus RNA Chaperone Displacement and RNA Annealing.” Proceedings of the National Academy of Sciences. Proceedings of the National Academy of Sciences, 2021. https://doi.org/10.1073/pnas.2100198118.
[Published Version] View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 

2021 | Published | Journal Article | IST-REx-ID: 15140 | OA
Bravo, Jack Peter Kelly, Tyler L. Dangerfield, David W. Taylor, and Kenneth A. Johnson. “Remdesivir Is a Delayed Translocation Inhibitor of SARS-CoV-2 Replication.” Molecular Cell. Elsevier, 2021. https://doi.org/10.1016/j.molcel.2021.01.035.
[Preprint] View | DOI | Download Preprint (ext.) | PubMed | Europe PMC
 

2021 | Published | Journal Article | IST-REx-ID: 15141 | OA
Zhou, Yi, Jack Peter Kelly Bravo, Hannah N. Taylor, Jurre A. Steens, Ryan N. Jackson, Raymond H.J. Staals, and David W. Taylor. “Structure of a Type IV CRISPR-Cas Ribonucleoprotein Complex.” IScience. Elsevier, 2021. https://doi.org/10.1016/j.isci.2021.102201.
[Published Version] View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 

2021 | Published | Journal Article | IST-REx-ID: 15151 | OA
Michael, Alicia K., and Nicolas H. Thomä. “Reading the Chromatinized Genome.” Cell. Elsevier, 2021. https://doi.org/10.1016/j.cell.2021.05.029.
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2021 | Published | Journal Article | IST-REx-ID: 15215 | OA
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.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

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