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6105 Publications
2022 | Submitted | Conference Paper | IST-REx-ID: 14170 | 
Dittadi, Andrea, Samuele Papa, Michele De Vita, Bernhard Schölkopf, Ole Winther, and Francesco Locatello. “Generalization and Robustness Implications in Object-Centric Learning.” In Proceedings of the 39th International Conference on Machine Learning, 2022:5221–85. ML Research Press, n.d.
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2022 | Published | Conference Paper | IST-REx-ID: 14171 |
Rolland, Paul, Volkan Cevher, Matthäus Kleindessner, Chris Russel, Bernhard Schölkopf, Dominik Janzing, and Francesco Locatello. “Score Matching Enables Causal Discovery of Nonlinear Additive Noise Models.” In Proceedings of the 39th International Conference on Machine Learning, 162:18741–53. ML Research Press, 2022.
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| arXiv
2022 | Published | Conference Paper | IST-REx-ID: 14172 |
Schott, Lukas, Julius von Kügelgen, Frederik Träuble, Peter Gehler, Chris Russell, Matthias Bethge, Bernhard Schölkopf, Francesco Locatello, and Wieland Brendel. “Visual Representation Learning Does Not Generalize Strongly within the Same Domain.” In 10th International Conference on Learning Representations, 2022.
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| arXiv
2022 | Published | Conference Paper | IST-REx-ID: 14173 |
Wenzel, Florian, Andrea Dittadi, Peter Vincent Gehler, Carl-Johann Simon-Gabriel Carl-Johann Simon-Gabriel, Max Horn, Dominik Zietlow, David Kernert, et al. “Assaying Out-of-Distribution Generalization in Transfer Learning.” In 36th Conference on Neural Information Processing Systems, 35:7181–98. Neural Information Processing Systems Foundation, 2022.
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| arXiv
2022 | Published | Conference Paper | IST-REx-ID: 14174 |
Dittadi, Andrea, Frederik Träuble, Manuel Wüthrich, Felix Widmaier, Peter Gehler, Ole Winther, Francesco Locatello, Olivier Bachem, Bernhard Schölkopf, and Stefan Bauer. “The Role of Pretrained Representations for the OOD Generalization of Reinforcement Learning Agents.” In 10th International Conference on Learning Representations, 2022.
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| arXiv
2022 | Published | Conference Paper | IST-REx-ID: 14175 |
Makansi, Osama, Julius von Kügelgen, Francesco Locatello, Peter Gehler, Dominik Janzing, Thomas Brox, and Bernhard Schölkopf. “You Mostly Walk Alone: Analyzing Feature Attribution in Trajectory Prediction.” In 10th International Conference on Learning Representations, 2022.
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| arXiv
2022 | Submitted | Conference Paper | IST-REx-ID: 14215 |
Rahaman, Nasim, Martin Weiss, Frederik Träuble, Francesco Locatello, Alexandre Lacoste, Yoshua Bengio, Chris Pal, Li Erran Li, and Bernhard Schölkopf. “A General Purpose Neural Architecture for Geospatial Systems.” In 36th Conference on Neural Information Processing Systems, n.d.
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| arXiv
2022 | Submitted | Preprint | IST-REx-ID: 14220 |
Mambelli, Davide, Frederik Träuble, Stefan Bauer, Bernhard Schölkopf, and Francesco Locatello. “Compositional Multi-Object Reinforcement Learning with Linear Relation Networks.” ArXiv, n.d. https://doi.org/10.48550/arXiv.2201.13388.
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2022 | Published | Journal Article | IST-REx-ID: 14355 |
Cali E, Lin S-J, Rocca C, Sahin Y, Al Shamsi A, El Chehadeh S, Chaabouni M, Mankad K, Galanaki E, Efthymiou S, Sudhakar S, Athanasiou-Fragkouli A, Celik T, Narli N, Bianca S, Murphy D, Moreira FMDC, Accogli A, Petree C, Huang K, Monastiri K, Edizadeh M, Nardello R, Ognibene M, De Marco P, Ruggieri M, Zara F, Striano P, Sahin Y, Al-Gazali L, Warde MTA, Gerard B, Zifarelli G, Beetz C, Fortuna S, Soler M, Valente EM, Varshney G, Maroofian R, Salpietro V, Houlden H, Grp SynS. 2022. A homozygous MED11 C-terminal variant causes a lethal neurodegenerative disease. Genetics in Medicine. 24(10), 2194–2203.
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2022 | Published | Journal Article | IST-REx-ID: 10818 |
Basilico B, Ferrucci L, Ratano P, Golia MT, Grimaldi A, Rosito M, Ferretti V, Reverte I, Sanchini C, Marrone MC, Giubettini M, De Turris V, Salerno D, Garofalo S, St‐Pierre M, Carrier M, Renzi M, Pagani F, Modi B, Raspa M, Scavizzi F, Gross CT, Marinelli S, Tremblay M, Caprioli D, Maggi L, Limatola C, Di Angelantonio S, Ragozzino D. 2022. Microglia control glutamatergic synapses in the adult mouse hippocampus. Glia. 70(1), 173–195.
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| PubMed | Europe PMC
2022 | Published | Journal Article | IST-REx-ID: 10842
Köse, Seyda, and Ferruh Özbudak. “Factorization of Some Polynomials over Finite Local Commutative Rings and Applications to Certain Self-Dual and LCD Codes.” Cryptography and Communications. Springer Nature, 2022. https://doi.org/10.1007/s12095-022-00557-8.
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2022 | Published | Journal Article | IST-REx-ID: 10846 |
Artan, Murat, Jooyeon Sohn, Cheolju Lee, Seung Yeol Park, and Seung Jae V. Lee. “MON-2, a Golgi Protein, Promotes Longevity by Upregulating Autophagy through Mediating Inter-Organelle Communications.” Autophagy. Taylor & Francis, 2022. https://doi.org/10.1080/15548627.2022.2039523.
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2022 | Published | Journal Article | IST-REx-ID: 10863 |
Davydova, Margarita, Maksym Serbyn, and Hiroaki Ishizuka. “Symmetry-Allowed Nonlinear Orbital Response across the Topological Phase Transition in Centrosymmetric Materials.” Physical Review B. American Physical Society, 2022. https://doi.org/10.1103/PhysRevB.105.L121407.
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| arXiv
2022 | Published | Journal Article | IST-REx-ID: 10887 |
Ivanov, Grigory, and Márton Naszódi. “Functional John Ellipsoids.” Journal of Functional Analysis. Elsevier, 2022. https://doi.org/10.1016/j.jfa.2022.109441.
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| arXiv
2022 | Published | Journal Article | IST-REx-ID: 10925 |
Yang, Bowen, and Zixuan Yang. “On the Wavenumber-Frequency Spectrum of the Wall Pressure Fluctuations in Turbulent Channel Flow.” Journal of Fluid Mechanics. Cambridge University Press, 2022. https://doi.org/10.1017/jfm.2022.137.
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| arXiv
2022 | Published | Journal Article | IST-REx-ID: 10940 |
Krause, J., C. Dickel, E. Vaal, M. Vielmetter, J. Feng, R. Bounds, G. Catelani, Johannes M Fink, and Yoichi Ando. “Magnetic Field Resilience of Three-Dimensional Transmons with Thin-Film Al/AlOx/Al Josephson Junctions Approaching 1 T.” Physical Review Applied. American Physical Society, 2022. https://doi.org/10.1103/PhysRevApplied.17.034032.
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| arXiv
2022 | Published | Journal Article | IST-REx-ID: 10945 |
Çoruh, Mehmet Orkun, Güngör Gündüz, Üner Çolak, and Bora Maviş. “PH-Dependent Coloring of Combination Effect Pigments with Anthocyanins from Brassica Oleracea Var. Capitata F. Rubra.” Colorants. MDPI, 2022. https://doi.org/10.3390/colorants1020010.
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2022 | Published | Thesis | IST-REx-ID: 11128 |
Matejovicova, Lenka. “Genetic Basis of Flower Colour as a Model for Adaptive Evolution.” Institute of Science and Technology Austria, 2022. https://doi.org/10.15479/at:ista:11128.
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2022 | Published | Journal Article | IST-REx-ID: 11167 |
Kampjut, Domen, and Leonid A Sazanov. “Structure of Respiratory Complex I – An Emerging Blueprint for the Mechanism.” Current Opinion in Structural Biology. Elsevier, 2022. https://doi.org/10.1016/j.sbi.2022.102350.
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| PubMed | Europe PMC
2022 | Published | Conference Paper | IST-REx-ID: 11181 |
Brown, Trevor A, William Sigouin, and Dan-Adrian Alistarh. “PathCAS: An Efficient Middle Ground for Concurrent Search Data Structures.” In Proceedings of the 27th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 385–99. Association for Computing Machinery, 2022. https://doi.org/10.1145/3503221.3508410.
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