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6293 Publications

2024 | Published | Journal Article | IST-REx-ID: 18779 |

A novel image segmentation method based on spatial autocorrelation identifies A-type potassium channel clusters in the thalamus
C. Dávid, K. Giber, M.K. Szigeti, M. Köllő, Z. Nusser, L. Acsady, ELife 12 (2024).

[Published Version] View | Files available | DOI

2024 | Published | Conference Paper | IST-REx-ID: 18847 |

Smoke and mirrors in causal downstream tasks
R. Cadei, L. Lindorfer, S. Cremer, C. Schmid, F. Locatello, in:, ICML 2024 Workshop AI4Science, Curran Associates, 2024.

[Published Version] View | Files available | arXiv

2024 | Published | Journal Article | IST-REx-ID: 18856 |

Predicting the geolocation of tweets using transformer models on customized data
K. Lutsai, C. Lampert, Journal of Spatial Information Science (2024) 69–99.

[Published Version] View | Files available | DOI

2024 | Draft | Preprint | IST-REx-ID: 18874 |

Intriguing properties of robust classification
B. Prach, C. Lampert, ArXiv (n.d.).

[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv

2024 | Published | Conference Paper | IST-REx-ID: 18875 |

Banded square root matrix factorization for differentially private model training
N. Kalinin, C. Lampert, in:, 38th Annual Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.

[Published Version] View | Files available | arXiv

2024 | Published | Conference Paper | IST-REx-ID: 18890 |

Average gradient outer product as a mechanism for deep neural collapse
D. Beaglehole, P. Súkeník, M. Mondelli, M. Belkin, in:, 38th Annual Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.

[Preprint] View | Download Preprint (ext.) | arXiv

2024 | Published | Conference Paper | IST-REx-ID: 18891 |

Neural collapse versus low-rank bias: Is deep neural collapse really optimal?
P. Súkeník, C. Lampert, M. Mondelli, in:, 38th Annual Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.

[Published Version] View | Files available | arXiv

2024 | Research Data Reference | IST-REx-ID: 18895 |

ISTAnt
R. Cadei, F. Locatello, S. Cremer, L. Lindorfer, C. Schmid, (2024).

[Published Version] View | Files available | DOI | Download Published Version (ext.)

2024 | Published | Conference Paper | IST-REx-ID: 18897 |

Improved convergence of score-based diffusion models via prediction-correction
F. Pedrotti, J. Maas, M. Mondelli, in:, Transactions on Machine Learning Research, 2024.

[Published Version] View | Files available | arXiv

2024 | Published | Book (Editor) | IST-REx-ID: 18899

Optimal Transport on Quantum Structures
J. Maas, S.A.E. Rademacher, T. Titkos, D. Virosztek, eds., Optimal Transport on Quantum Structures, Springer Nature, Cham, 2024.

View | DOI

2024 | Published | Journal Article | IST-REx-ID: 18900 |

Modular completely Dirichlet forms as squares of derivations
M. Wirth, International Mathematics Research Notices 2024 (2024) 10597–10614.

[Published Version] View | Files available | DOI | WoS

2024 | Published | Journal Article | IST-REx-ID: 18902 |

Assessing the precision of morphogen gradients in neural tube development
M. Zagorski, N. Brandenberg, M. Lutolf, G. Tkačik, M.T. Bollenbach, J. Briscoe, A. Kicheva, Nature Communications 15 (2024).

2024 | Published | Journal Article | IST-REx-ID: 18904 |

Measuring stellar surface rotation and activity with the PLATO mission. I. Strategy and application to simulated light curves
Breton SN, Lanza AF, Messina S, Pagano I, Bugnet LA, Corsaro E, García RA, Mathur S, Santos ARG, Aigrain S, Amard L, Brun AS, Degott L, Noraz Q, Palakkatharappil DB, Panetier E, Strugarek A, Belkacem K, Goupil M-J, Ouazzani RM, Philidet J, Renié C, Roth O. 2024. Measuring stellar surface rotation and activity with the PLATO mission. I. Strategy and application to simulated light curves. Astronomy and Astrophysics. 689, A229.

[Published Version] View | Files available | DOI | WoS | arXiv

2024 | Published | Conference Paper | IST-REx-ID: 18906 |

Expander hierarchies for normalized cuts on graphs
K. Hanauer, M. Henzinger, R. Münk, H. Räcke, M. Vötsch, in:, Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, ACM, 2024, pp. 1016–1027.

[Published Version] View | Files available | DOI | WoS

2024 | Published | Journal Article | IST-REx-ID: 18908 |

Coupling of twelve putative chromosomal inversions maintains a strong barrier to gene flow between snail ecotypes
A. Le Moan, S. Stankowski, M. Rafajlović, O. Ortega-Martinez, R. Faria, R.K. Butlin, K. Johannesson, Evolution Letters 8 (2024) 575–586.

2024 | Published | Journal Article | IST-REx-ID: 18910 |

NMR and single-molecule FRET insights into fast protein motions and their relation to function
P. Schanda, G. Haran, Annual Review of Biophysics 53 (2024) 247–273.

2024 | Published | Conference Paper | IST-REx-ID: 18912

Fabricable 3D wire art
K. Tojo, A. Shamir, B. Bickel, N. Umetani, in:, SIGGRAPH ’24: ACM SIGGRAPH 2024 Conference Papers, ACM, 2024.

View | DOI | WoS

2024 | Published | Conference Paper | IST-REx-ID: 18913 |

An empirical study of consensus protocols’ DoS resilience
G. Giuliari, A. Sonnino, M. Frei, F. Streun, E. Kokoris Kogias, A. Perrig, in:, Proceedings of the 19th ACM Asia Conference on Computer and Communications Security, ACM, 2024, pp. 1345–1360.

[Published Version] View | Files available | DOI | WoS

2024 | Published | Conference Paper | IST-REx-ID: 18917 |

Eight-partitioning points in 3D, and efficiently too
B. Aronov, A. Basit, I. Ramesh, G. Tasinato, U. Wagner, in:, 40th International Symposium on Computational Geometry, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024, p. 8:1-8:15.

[Published Version] View | Files available | DOI | arXiv

2024 | Published | Journal Article | IST-REx-ID: 18919

Through the slopes of a light-induced phase transition
D.R. Baykusheva, Nature Physics 20 (2024) 684–685.

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