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5779 Publications
2022 | Published | Journal Article | IST-REx-ID: 7577 | 
Shehu, Yekini, and Olaniyi S. Iyiola. “Weak Convergence for Variational Inequalities with Inertial-Type Method.” Applicable Analysis, vol. 101, no. 1, Taylor & Francis, 2022, pp. 192–216, doi:10.1080/00036811.2020.1736287.
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2022 | Draft | Preprint | IST-REx-ID: 11943 |
Velicky, Philipp, et al. “Saturated Reconstruction of Living Brain Tissue.” BioRxiv, Cold Spring Harbor Laboratory, doi:10.1101/2022.03.16.484431.
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2022 | Draft | Preprint | IST-REx-ID: 11950 |
Michalska, Julia M., et al. “Uncovering Brain Tissue Architecture across Scales with Super-Resolution Light Microscopy.” BioRxiv, Cold Spring Harbor Laboratory, doi:10.1101/2022.08.17.504272.
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2022 | Published | Journal Article | IST-REx-ID: 12272 |
Stopp, Julian A., and Michael K. Sixt. “Plan Your Trip before You Leave: The Neutrophils’ Search-and-Run Journey.” Journal of Cell Biology, vol. 221, no. 8, e202206127, Rockefeller University Press, 2022, doi:10.1083/jcb.202206127.
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2022 | Published | Journal Article | IST-REx-ID: 10767 |
Kelemen, Réka K., et al. “Novel Patterns of Expression and Recruitment of New Genes on the T-Haplotype, a Mouse Selfish Chromosome.” Proceedings of the Royal Society B: Biological Sciences, vol. 289, no. 1968, The Royal Society, 2022, p. 20211985, doi:10.1098/rspb.2021.1985.
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2022 | Published | Journal Article | IST-REx-ID: 10703 |
Gaertner, Florian, et al. “WASp Triggers Mechanosensitive Actin Patches to Facilitate Immune Cell Migration in Dense Tissues.” Developmental Cell, vol. 57, no. 1, Cell Press, 2022, p. 47–62.e9, doi:10.1016/j.devcel.2021.11.024.
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2022 | Published | Thesis | IST-REx-ID: 12401 |
Tasciyan, Saren. Role of Microenvironment Heterogeneity in Cancer Cell Invasion. Institute of Science and Technology Austria, 2022, doi:10.15479/at:ista:12401.
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2021 | Published | Journal Article | IST-REx-ID: 14117 |
Scholkopf, Bernhard, et al. “Toward Causal Representation Learning.” Proceedings of the IEEE, vol. 109, no. 5, Institute of Electrical and Electronics Engineers, 2021, pp. 612–34, doi:10.1109/jproc.2021.3058954.
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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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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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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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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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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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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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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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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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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 | Journal Article | IST-REx-ID: 10834 |
Stahnke, Stephanie, et al. “Loss of Hem1 Disrupts Macrophage Function and Impacts Migration, Phagocytosis, and Integrin-Mediated Adhesion.” Current Biology, vol. 31, no. 10, Elsevier, 2021, p. 2051–2064.e8, doi:10.1016/j.cub.2021.02.043.
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2021 | Published | Journal Article | IST-REx-ID: 10838 |
Westram, Anja M., et al. “Using Replicate Hybrid Zones to Understand the Genomic Basis of Adaptive Divergence.” Molecular Ecology, vol. 30, no. 15, Wiley, 2021, pp. 3797–814, doi:10.1111/mec.15861.
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2021 | Published | Conference Paper | IST-REx-ID: 10853 |
Fedorov, Alexander, et al. “A Scalable Concurrent Algorithm for Dynamic Connectivity.” Proceedings of the 33rd ACM Symposium on Parallelism in Algorithms and Architectures, Association for Computing Machinery, 2021, pp. 208–20, doi:10.1145/3409964.3461810.
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