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9332 Publications
2023 |Published| Journal Article | IST-REx-ID: 14949 |
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Burg M, Wenzel F, Zietlow D, et al. Image retrieval outperforms diffusion models on data augmentation. Journal of Machine Learning Research. 2023.
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2023 |Submitted| Preprint | IST-REx-ID: 14946 |
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Yao D, Xu D, Lachapelle S, et al. Multi-view causal representation learning with partial observability. arXiv. doi:10.48550/arXiv.2311.04056
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2023 |Submitted| Preprint | IST-REx-ID: 14952 |
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Maiorca V, Moschella L, Norelli A, Fumero M, Locatello F, Rodolà E. Latent space translation via semantic alignment. arXiv. doi:10.48550/arXiv.2311.00664
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2023 |Submitted| Preprint | IST-REx-ID: 14948 |
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Kori A, Locatello F, Ribeiro FDS, Toni F, Glocker B. Grounded object centric learning. arXiv. doi:10.48550/arXiv.2307.09437
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2023 |Submitted| Preprint | IST-REx-ID: 14953 |
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Zhu Z, Locatello F, Cevher V. Sample complexity bounds for score-matching: Causal discovery and generative modeling. arXiv. doi:10.48550/arXiv.2310.18123
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2023 |Submitted| Preprint | IST-REx-ID: 14954 |
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Montagna F, Mastakouri AA, Eulig E, et al. Assumption violations in causal discovery and the robustness of score matching. arXiv. doi:10.48550/arXiv.2310.13387
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2023 |Submitted| Preprint | IST-REx-ID: 14210 |
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Fumero M, Wenzel F, Zancato L, et al. Leveraging sparse and shared feature activations for disentangled representation learning. arXiv. doi:10.48550/arXiv.2304.07939
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2023 |Submitted| Preprint | IST-REx-ID: 14207 |
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Löwe S, Lippe P, Locatello F, Welling M. Rotating features for object discovery. arXiv. doi:10.48550/arXiv.2306.00600
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2023 |Submitted| Preprint | IST-REx-ID: 14963 |
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Zhao Z, Wang J, Horn M, et al. Object-centric multiple object tracking. arXiv. doi:10.48550/arXiv.2309.00233
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2023 |Submitted| Preprint | IST-REx-ID: 14961 |
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Montagna F, Noceti N, Rosasco L, Locatello F. Shortcuts for causal discovery of nonlinear models by score matching. arXiv. doi:10.48550/arXiv.2310.14246
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2023 |Submitted| Preprint | IST-REx-ID: 14962 |
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Fan K, Bai Z, Xiao T, et al. Unsupervised open-vocabulary object localization in videos. arXiv. doi:10.48550/arXiv.2309.09858
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2023 |Published| Conference Paper | IST-REx-ID: 14958 |
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Xu D, Yao D, Lachapelle S, et al. A sparsity principle for partially observable causal representation learning. In: Causal Representation Learning Workshop at NeurIPS 2023. OpenReview; 2023.
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2023 |Published| Journal Article | IST-REx-ID: 14466 |
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Marensi E, Yalniz G, Hof B. Dynamics and proliferation of turbulent stripes in plane-Poiseuille and plane-Couette flows. Journal of Fluid Mechanics. 2023;974. doi:10.1017/jfm.2023.780
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2023 |Published| Journal Article | IST-REx-ID: 14985 |
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Liu Z, Hong T, Xu L, et al. Lattice expansion enables interstitial doping to achieve a high average ZT in n‐type PbS. Interdisciplinary Materials. 2023;2(1):161-170. doi:10.1002/idm2.12056
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2023 |Published| Conference Paper | IST-REx-ID: 14989 |
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Malvai H, Kokoris Kogias E, Sonnino A, et al. Parakeet: Practical key transparency for end-to-end eEncrypted messaging. In: Proceedings of the 2023 Network and Distributed System Security Symposium. Internet Society; 2023. doi:10.14722/ndss.2023.24545
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2023 |Published| Conference Paper | IST-REx-ID: 14411 |
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Beneš N, Brim L, Pastva S, Šafránek D, Šmijáková E. Phenotype control of partially specified boolean networks. In: 21st International Conference on Computational Methods in Systems Biology. Vol 14137. Springer Nature; 2023:18-35. doi:10.1007/978-3-031-42697-1_2
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2023 |Published| Book Chapter | IST-REx-ID: 14992 |
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Lewin M, Lieb EH, Seiringer R. Universal Functionals in Density Functional Theory. In: Cances E, Friesecke G, eds. Density Functional Theory. 1st ed. MAMOMO. Springer; 2023:115-182. doi:10.1007/978-3-031-22340-2_3
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2023 |Published| Journal Article | IST-REx-ID: 12675 |
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Becker LM, Berbon M, Vallet A, et al. The rigid core and flexible surface of amyloid fibrils probed by Magic‐Angle Spinning NMR of aromatic residues. Angewandte Chemie International Edition. 2023;62(19). doi:10.1002/anie.202219314
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2023 | Research Data | IST-REx-ID: 12497 |
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Becker LM, Schanda P. Research data to: The rigid core and flexible surface of amyloid fibrils probed by magic-angle-spinning NMR spectroscopy of aromatic residues. 2023. doi:10.15479/AT:ISTA:12497
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2023 | Research Data | IST-REx-ID: 13126 |
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Danzl JG. Research data for the publication “Imaging brain tissue architecture across millimeter to nanometer scales.” 2023. doi:10.15479/AT:ISTA:13126
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