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378 Publications
2021 | 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 | Journal Article | IST-REx-ID: 8429 |
Patxot, Marion, et al. “Probabilistic Inference of the Genetic Architecture Underlying Functional Enrichment of Complex Traits.” Nature Communications, vol. 12, no. 1, 6972, Springer Nature, 2021, doi:10.1038/s41467-021-27258-9.
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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 | Journal Article | IST-REx-ID: 7553 |
Mlynarski, Wiktor F., et al. “Statistical Analysis and Optimality of Neural Systems.” Neuron, vol. 109, no. 7, Cell Press, 2021, p. 1227–1241.e5, doi:10.1016/j.neuron.2021.01.020.
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2020 | Journal Article | IST-REx-ID: 7708 |
Nabais MF, Lin T, Benyamin B, Williams KL, Garton FC, Vinkhuyzen AAE, Zhang F, Vallerga CL, Restuadi R, Freydenzon A, Zwamborn RAJ, Hop PJ, Robinson MR, Gratten J, Visscher PM, Hannon E, Mill J, Brown MA, Laing NG, Mather KA, Sachdev PS, Ngo ST, Steyn FJ, Wallace L, Henders AK, Needham M, Veldink JH, Mathers S, Nicholson G, Rowe DB, Henderson RD, McCombe PA, Pamphlett R, Yang J, Blair IP, McRae AF, Wray NR. 2020. Significant out-of-sample classification from methylation profile scoring for amyotrophic lateral sclerosis. npj Genomic Medicine. 5, 10.
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2020 | Journal Article | IST-REx-ID: 7814 |
Beattie, Robert J., et al. “SCOPES: Sparking Curiosity through Open-Source Platforms in Education and Science.” Frontiers in Education, vol. 5, 48, Frontiers Media, 2020, doi:10.3389/feduc.2020.00048.
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2020 | Journal Article | IST-REx-ID: 9249 |
Biswas, Ranita, et al. “Digital Objects in Rhombic Dodecahedron Grid.” Mathematical Morphology - Theory and Applications, vol. 4, no. 1, De Gruyter, 2020, pp. 143–58, doi:10.1515/mathm-2020-0106.
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2020 | Conference Paper | IST-REx-ID: 9631 |
Aksenov, Vitaly, et al. “Scalable Belief Propagation via Relaxed Scheduling.” Advances in Neural Information Processing Systems, vol. 33, Curran Associates, 2020, pp. 22361–72.
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2020 | Journal Article | IST-REx-ID: 9208
Laccone, Francesco, et al. “A Bending-Active Twisted-Arch Plywood Structure: Computational Design and Fabrication of the FlexMaps Pavilion.” SN Applied Sciences, vol. 2, no. 9, 1505, Springer Nature, 2020, doi:10.1007/s42452-020-03305-w.
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2020 | Conference Paper | IST-REx-ID: 9415 |
Kurtz, Mark, et al. “Inducing and Exploiting Activation Sparsity for Fast Neural Network Inference.” 37th International Conference on Machine Learning, ICML 2020, vol. 119, 2020, pp. 5533–43.
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2020 | Conference Paper | IST-REx-ID: 8188 |
Henderson, Paul M., and Christoph Lampert. “Unsupervised Object-Centric Video Generation and Decomposition in 3D.” 34th Conference on Neural Information Processing Systems, vol. 33, Curran Associates, 2020, pp. 3106–3117.
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2020 | Research Data Reference | IST-REx-ID: 13065 |
Arnoux, Stephanie, et al. VCF Files of Synonymous SNPs Related to: Genomic Inference of Complex Domestication Histories in Three Solanaceae Species. Dryad, 2020, doi:10.5061/DRYAD.Q2BVQ83HD.
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2020 | Journal Article | IST-REx-ID: 6952 |
Henderson, Paul M., and Vittorio Ferrari. “Learning Single-Image 3D Reconstruction by Generative Modelling of Shape, Pose and Shading.” International Journal of Computer Vision, vol. 128, Springer Nature, 2020, pp. 835–54, doi:10.1007/s11263-019-01219-8.
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2020 | Journal Article | IST-REx-ID: 7218
Dodier, Philippe, et al. “Single-Stage Bone Resection and Cranioplastic Reconstruction: Comparison of a Novel Software-Derived PEEK Workflow with the Standard Reconstructive Method.” International Journal of Oral and Maxillofacial Surgery, vol. 49, no. 8, Elsevier, 2020, pp. P1007-1015, doi:10.1016/j.ijom.2019.11.011.
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2020 | Journal Article | IST-REx-ID: 8127 |
Gonçalves, Pedro J., et al. “Training Deep Neural Density Estimators to Identify Mechanistic Models of Neural Dynamics.” ELife, vol. 9, e56261, eLife Sciences Publications, 2020, doi:10.7554/eLife.56261.
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2020 | Journal Article | IST-REx-ID: 8568 |
Prehal, Christian, et al. “Persistent and Reversible Solid Iodine Electrodeposition in Nanoporous Carbons.” Nature Communications, vol. 11, 4838, Springer Nature, 2020, doi:10.1038/s41467-020-18610-6.
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2020 | Journal Article | IST-REx-ID: 8674 |
Henneberger C, Bard L, Panatier A, Reynolds JP, Kopach O, Medvedev NI, Minge D, Herde MK, Anders S, Kraev I, Heller JP, Rama S, Zheng K, Jensen TP, Sanchez-Romero I, Jackson CJ, Janovjak HL, Ottersen OP, Nagelhus EA, Oliet SHR, Stewart MG, Nägerl UVa, Rusakov DA. 2020. LTP induction boosts glutamate spillover by driving withdrawal of perisynaptic astroglia. Neuron. 108(5), P919–936.E11.
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2020 | Journal Article | IST-REx-ID: 8707
Galan, Silvia, et al. “CHESS Enables Quantitative Comparison of Chromatin Contact Data and Automatic Feature Extraction.” Nature Genetics, vol. 52, Springer Nature, 2020, pp. 1247–55, doi:10.1038/s41588-020-00712-y.
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2020 | Preprint | IST-REx-ID: 14096 |
Jamie A. P. Law-Smith, Jamie A. P. Law-Smith, et al. “Successful Common Envelope Ejection and Binary Neutron Star Formation in 3D Hydrodynamics.” ArXiv, 2011.06630, doi:10.48550/arXiv.2011.06630.
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2020 | Journal Article | IST-REx-ID: 8130 |
Bossmann, Lea. “Derivation of the 2d Gross–Pitaevskii Equation for Strongly Confined 3d Bosons.” Archive for Rational Mechanics and Analysis, vol. 238, no. 11, Springer Nature, 2020, pp. 541–606, doi:10.1007/s00205-020-01548-w.
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