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12295 Publications

2024 | Published | Conference Paper | IST-REx-ID: 18964 |

Adaptive slot attention: Object discovery with dynamic slot number
K. Fan, Z. Bai, T. Xiao, T. He, M. Horn, Y. Fu, F. Locatello, Z. Zhang, in:, 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, IEEE, 2024.

2024 | Published | Conference Paper | IST-REx-ID: 18956 |

Decompl: Decompositional learning with attention pooling for group activity recognition from a single volleyball image
B. Demirel, H. Ozkan, in:, 2024 IEEE International Conference on Image Processing, IEEE, 2024, pp. 977–983.

2024 | Published | Conference Paper | IST-REx-ID: 18996 |

Identifying general mechanism shifts in linear causal representations
T. Chen, K. Bello, F. Locatello, B. Aragam, P.K. Ravikumar, in:, 38th 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: 14946 |

Multi-view causal representation learning with partial observability
D. Yao, D. Xu, S. Lachapelle, S. Magliacane, P. Taslakian, G. Martius, J. von Kügelgen, F. Locatello, in:, 12th International Conference on Learning Representations, Curran Associates, 2024.

[Published Version] View | Files available | arXiv

2024 | Published | Conference Paper | IST-REx-ID: 19007 |

Identifiable object-centric representation learning via probabilistic slot attention
A. Kori, F. Locatello, A. Santhirasekaram, F. Toni, B. Glocker, F. De Sousa Ribeiro, in:, 38th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.

[Published Version] View | Files available | arXiv

2024 | Published | Journal Article | IST-REx-ID: 17302 |

Cryosphere–groundwater connectivity is a missing link in the mountain water cycle
van Tiel M, Aubry-Wake C, Somers L, Andermann C, Avanzi F, Baraer M, Chiogna G, Daigre C, Das S, Drenkhan F, Farinotti D, Fyffe CL, de Graaf I, Hanus S, Immerzeel W, Koch F, McKenzie JM, Müller T, Popp AL, Saidaliyeva Z, Schaefli B, Schilling OS, Teagai K, Thornton JM, Yapiyev V. 2024. Cryosphere–groundwater connectivity is a missing link in the mountain water cycle. Nature Water. 2, 624–637.

[Submitted Version] View | DOI | Download Submitted Version (ext.) | WoS

2024 | Published | Conference Paper | IST-REx-ID: 18971 |

Unsupervised concept discovery mitigates spurious correlations
R. Arefin, Y. Zhang, A. Baratin, F. Locatello, I. Rish, D. Liu, K. Kawaguchi, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 1672–1688.

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

2024 | Published | Journal Article | IST-REx-ID: 14938 |

Hydrological regimes and evaporative flux partitioning at the climatic ends of High Mountain Asia
S. Fugger, T. Shaw, A. Jouberton, E. Miles, P. Buri, M. McCarthy, C.L. Fyffe, S. Fatichi, M. Kneib, P. Molnar, F. Pellicciotti, Environmental Research Letters 19 (2024).

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

2024 | Published | Journal Article | IST-REx-ID: 15298 |

Land surface modeling informed by earth observation data: Toward understanding blue–green–white water fluxes in High Mountain Asia
P. Buri, S. Fatichi, T. Shaw, C.L. Fyffe, E.S. Miles, M. McCarthy, M. Kneib, S. Ren, A. Jouberton, S. Fugger, L. Jia, J. Zhang, C. Shen, C. Zheng, M. Menenti, F. Pellicciotti, Geo-Spatial Information Science 27 (2024) 703–727.

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

2024 | Published | Journal Article | IST-REx-ID: 14885 |

Local controls on near-surface glacier cooling under warm atmospheric conditions
T. Shaw, P. Buri, M. McCarthy, E.S. Miles, F. Pellicciotti, Journal of Geophysical Research: Atmospheres 129 (2024).

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

2024 | Published | Journal Article | IST-REx-ID: 18628 |

The importance of solving Subglaciar hydrology in modeling glacier retreat: A case study of Hansbreen, Svalbard
E. De Andrés, J.M. Muñoz Hermosilla, K. Shahateet, J. Otero, Hydrology 11 (2024).

[Published Version] View | Files available | DOI

2024 | Published | Journal Article | IST-REx-ID: 15362 |

Discovery of recessive effect of human polymerase δ proofreading deficiency through mutational analysis of POLD1-mutated normal and cancer cells
M.A. Andrianova, V.B. Seplyarskiy, M. Terradas, A.B. Sánchez-Heras, P. Mur, J.L. Soto, G. Aiza, E. Borràs, F. Kondrashov, A.S. Kondrashov, G.A. Bazykin, L. Valle, European Journal of Human Genetics 32 (2024) 837–845.

2024 | Published | Journal Article | IST-REx-ID: 15179 |

A hybrid pathway for self-sustained luminescence
Palkina KA, Karataeva TA, Perfilov MM, Fakhranurova LI, Markina NM, Gonzalez Somermeyer L, Garcia-Perez E, Vazquez-Vilar M, Rodriguez-Rodriguez M, Vazquez-Vilriales V, Shakhova ES, Mitiouchkina T, Belozerova OA, Kovalchuk SI, Alekberova A, Malyshevskaia AK, Bugaeva EN, Guglya EB, Balakireva A, Sytov N, Bezlikhotnova A, Boldyreva DI, Babenko VV, Kondrashov F, Choob VV, Orzaez D, Yampolsky IV, Mishin AS, Sarkisyan KS. 2024. A hybrid pathway for self-sustained luminescence. Science Advances. 10(10), adk1992.

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 | Journal Article | IST-REx-ID: 17331 |

Hereditary amyloidosis: Insights into a fibrinogen A variant protein
E.R. Cattaneo, R.A. Gisonno, M.C. Abba, M. Santana, S.A. Rosú, E. Nucifora, M.A. Aguirre, M.C. Giordani, M.A. Tricerri, N.A. Ramella, Proteins: Structure, Function and Bioinformatics 92 (2024) 1366–1374.

2024 | Published | Journal Article | IST-REx-ID: 17091

Mapping the brain’s gene-regulatory maze
G. Novarino, C. Bock, Science 384 (2024) 860–861.

View | DOI | WoS | PubMed | Europe PMC

2024 | Published | Journal Article | IST-REx-ID: 18307 |

Complex vaccination strategies prevent the emergence of vaccine resistance
S. Rella, Y.A. Kulikova, A. Minnegalieva, F. Kondrashov, Evolution: International Journal of Organic Evolution 78 (2024) 1722–1738.

2024 | Published | Journal Article | IST-REx-ID: 14793 |

Parity-conserving Cooper-pair transport and ideal superconducting diode in planar germanium
M. Valentini, O. Sagi, L. Baghumyan, T. de Gijsel, J. Jung, S. Calcaterra, A. Ballabio, J.L. Aguilera Servin, K. Aggarwal, M. Janik, T. Adletzberger, R. Seoane Souto, M. Leijnse, J. Danon, C. Schrade, E. Bakkers, D. Chrastina, G. Isella, G. Katsaros, Nature Communications 15 (2024).

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: 15320 |

Tuning the Josephson diode response with an ac current
R. Seoane Souto, M. Leijnse, C. Schrade, M. Valentini, G. Katsaros, J. Danon, Physical Review Research 6 (2024).

[Published Version] View | Files available | DOI

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