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6436 Publications
2021 |
Published |
Conference Paper |
IST-REx-ID: 14176 |
Yèche, Hugo, et al. “Neighborhood Contrastive Learning Applied to Online Patient Monitoring.” Proceedings of 38th International Conference on Machine Learning, vol. 139, ML Research Press, 2021, pp. 11964–74.
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 14177 |
Träuble, Frederik, et al. “On Disentangled Representations Learned from Correlated Data.” Proceedings of the 38th International Conference on Machine Learning, vol. 139, ML Research Press, 2021, pp. 10401–12.
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 14178 |
Dittadi, Andrea, et al. “On the Transfer of Disentangled Representations in Realistic Settings.” The Ninth International Conference on Learning Representations, 2021.
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 14179 |
Kügelgen, Julius von, et al. “Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style.” Advances in Neural Information Processing Systems, vol. 34, 2021, pp. 16451–67.
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 14180 |
Rahaman, Nasim, et al. “Dynamic Inference with Neural Interpreters.” Advances in Neural Information Processing Systems, vol. 34, 2021, pp. 10985–98.
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 14181 |
Dresdner, Gideon, et al. “Boosting Variational Inference with Locally Adaptive Step-Sizes.” Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, International Joint Conferences on Artificial Intelligence, 2021, pp. 2337–43, doi:10.24963/ijcai.2021/322.
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 14182 |
Träuble, Frederik, et al. “Backward-Compatible Prediction Updates: A Probabilistic Approach.” 35th Conference on Neural Information Processing Systems, vol. 34, 2021, pp. 116–28.
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| arXiv
2021 |
Patent |
IST-REx-ID: 14185 |
Weissenborn, Dirk, et al. Object-Centric Learning with Slot Attention. 2021.
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| arXiv
2021 |
Submitted |
Preprint |
IST-REx-ID: 14221 |
Locatello, Francesco. “Enforcing and Discovering Structure in Machine Learning.” ArXiv, 2111.13693, doi:10.48550/arXiv.2111.13693.
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| arXiv
2021 |
Published |
Conference Paper |
IST-REx-ID: 14332
Träuble, Frederik, et al. “Representation Learning for Out-of-Distribution Generalization in Reinforcement Learning.” ICML 2021 Workshop on Unsupervised Reinforcement Learning, 2021.
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2021 |
Published |
Conference Paper |
IST-REx-ID: 12767 |
Bansal, Suguman, et al. “On Satisficing in Quantitative Games.” 27th International Conference on Tools and Algorithms for the Construction and Analysis of Systems, vol. 12651, Springer Nature, 2021, pp. 20–37, doi:10.1007/978-3-030-72016-2_2.
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| arXiv
2021 |
Published |
Conference Abstract |
IST-REx-ID: 12909 |
Schlögl, Alois, et al. “Managing Software on a Heterogenous HPC Cluster.” ASHPC21 – Austrian-Slovenian HPC Meeting 2021, University of Ljubljana, 2021, p. 5, doi:10.3359/2021hpc.
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2021 |
Research Data Reference |
IST-REx-ID: 12987 |
Koch, Eva, et al. Data from: Genetic Variation for Adaptive Traits Is Associated with Polymorphic Inversions in Littorina Saxatilis. Dryad, 2021, doi:10.5061/DRYAD.ZGMSBCCB4.
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2021 |
Research Data Reference |
IST-REx-ID: 13057 |
Peruzzo, Matilda, et al. Geometric Superinductance Qubits: Controlling Phase Delocalization across a Single Josephson Junction. Zenodo, 2021, doi:10.5281/ZENODO.5592103.
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2021 |
Research Data Reference |
IST-REx-ID: 13058 |
Ucar, Mehmet C. Source Data for the Manuscript “Theory of Branching Morphogenesis by Local Interactions and Global Guidance.” Zenodo, 2021, doi:10.5281/ZENODO.5257160.
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2021 |
Research Data Reference |
IST-REx-ID: 13061 |
Casillas Perez, Barbara E., et al. Early Queen Infection Shapes Developmental Dynamics and Induces Long-Term Disease Protection in Incipient Ant Colonies. Dryad, 2021, doi:10.5061/DRYAD.7PVMCVDTJ.
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2021 |
Research Data Reference |
IST-REx-ID: 13062 |
Szep, Eniko, et al. Supplementary Code for: Polygenic Local Adaptation in Metapopulations: A Stochastic Eco-Evolutionary Model. Dryad, 2021, doi:10.5061/DRYAD.8GTHT76P1.
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2021 |
Research Data Reference |
IST-REx-ID: 13063 |
Robinson, Matthew Richard. Probabilistic Inference of the Genetic Architecture of Functional Enrichment of Complex Traits. Dryad, 2021, doi:10.5061/dryad.sqv9s4n51.
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2021 |
Research Data Reference |
IST-REx-ID: 13068 |
Randriamanantsoa, Samuel, et al. Spatiotemporal Dynamics of Self-Organized Branching in Pancreas-Derived Organoids. Zenodo, 2021, doi:10.5281/ZENODO.5148117.
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2021 |
Research Data Reference |
IST-REx-ID: 13069 |
Chauve, Laetitia, et al. Neuronal HSF-1 Coordinates the Propagation of Fat Desaturation across Tissues to Enable Adaptation to High Temperatures in C. Elegans. Zenodo, 2021, doi:10.5281/ZENODO.5519410.
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