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376 Publications


2022 | Journal Article | IST-REx-ID: 12227 | OA
Kovačič, S., Schafzahl, B., Matsko, N. B., Gruber, K., Schmuck, M., Koller, S., … Slugovc, C. (2022). Carbon foams via ring-opening metathesis polymerization of emulsion templates: A facile method to make carbon current collectors for battery applications. ACS Applied Energy Materials. American Chemical Society. https://doi.org/10.1021/acsaem.2c02787
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2022 | Journal Article | IST-REx-ID: 12233 | OA
Doan, N., Hashemi, S. A., Mondelli, M., & Gross, W. J. (2022). Decoding Reed-Muller codes with successive codeword permutations. IEEE Transactions on Communications. Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/tcomm.2022.3211101
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2022 | Journal Article | IST-REx-ID: 12239 | OA
Johnson, A. J., Kaufmann, W., Sommer, C. M., Costanzo, T., Dahhan, D. A., Bednarek, S. Y., & Friml, J. (2022). Three-dimensional visualization of planta clathrin-coated vesicles at ultrastructural resolution. Molecular Plant. Elsevier. https://doi.org/10.1016/j.molp.2022.09.003
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2022 | Journal Article | IST-REx-ID: 12277 | OA
Brückner, D., Schmitt, M., Fink, A., Ladurner, G., Flommersfeld, J., Arlt, N., … Broedersz, C. P. (2022). Geometry adaptation of protrusion and polarity dynamics in confined cell migration. Physical Review X. American Physical Society. https://doi.org/10.1103/physrevx.12.031041
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2022 | Conference Paper | IST-REx-ID: 12299 | OA
Iofinova, E. B., Peste, E.-A., Kurtz, M., & Alistarh, D.-A. (2022). How well do sparse ImageNet models transfer? In 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (pp. 12256–12266). New Orleans, LA, United States: Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/cvpr52688.2022.01195
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2022 | Journal Article | IST-REx-ID: 12290 | OA
Cipolloni, G., Erdös, L., & Schröder, D. J. (2022). Optimal multi-resolvent local laws for Wigner matrices. Electronic Journal of Probability. Institute of Mathematical Statistics. https://doi.org/10.1214/22-ejp838
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2022 | Conference Paper | IST-REx-ID: 14168 | OA
Rahaman, N., Weiss, M., Locatello, F., Pal, C., Bengio, Y., Schölkopf, B., … Ballas, N. (2022). Neural attentive circuits. In 36th Conference on Neural Information Processing Systems (Vol. 35). New Orleans, United States.
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2022 | Conference Paper | IST-REx-ID: 12452 | OA
Rao, P., B R, M., Fox, G., Weyrich, T., Bickel, B., Seidel, H.-P., … Elgharib, M. (2022). VoRF: Volumetric Relightable Faces. In 33rd British Machine Vision Conference. London, United Kingdom: British Machine Vision Association and Society for Pattern Recognition.
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2022 | Journal Article | IST-REx-ID: 11478 | OA
Bartalska, K., Hübschmann, V., Korkut, M., Cubero, R. J., Venturino, A., Rössler, K., … Siegert, S. (2022). A systematic characterization of microglia-like cell occurrence during retinal organoid differentiation. IScience. Elsevier. https://doi.org/10.1016/j.isci.2022.104580
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2022 | Thesis | IST-REx-ID: 12401 | OA
Tasciyan, S. (2022). Role of microenvironment heterogeneity in cancer cell invasion. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:12401
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2022 | Preprint | IST-REx-ID: 11943 | OA
Velicky, P., Miguel Villalba, E., Michalska, J. M., Wei, D., Lin, Z., Watson, J., … Danzl, J. G. (n.d.). Saturated reconstruction of living brain tissue. bioRxiv. Cold Spring Harbor Laboratory. https://doi.org/10.1101/2022.03.16.484431
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2022 | Preprint | IST-REx-ID: 11950 | OA
Michalska, J. M., Lyudchik, J., Velicky, P., Korinkova, H., Watson, J., Cenameri, A., … Danzl, J. G. (n.d.). Uncovering brain tissue architecture across scales with super-resolution light microscopy. bioRxiv. Cold Spring Harbor Laboratory. https://doi.org/10.1101/2022.08.17.504272
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2021 | Journal Article | IST-REx-ID: 10180 | OA
Hoefler, T., Alistarh, D.-A., Ben-Nun, T., Dryden, N., & Peste, E.-A. (2021). Sparsity in deep learning: Pruning and growth for efficient inference and training in neural networks. Journal of Machine Learning Research. Journal of Machine Learning Research.
[Published Version] View | Files available | Download Published Version (ext.) | arXiv
 

2021 | Conference Paper | IST-REx-ID: 10668 | OA
Babaiee, Z., Hasani, R., Lechner, M., Rus, D., & Grosu, R. (2021). On-off center-surround receptive fields for accurate and robust image classification. In Proceedings of the 38th International Conference on Machine Learning (Vol. 139, pp. 478–489). Virtual: ML Research Press.
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2021 | Preprint | IST-REx-ID: 10912 | OA
Lombardi, F., Pepic, S., Shriki, O., Tkačik, G., & De Martino, D. (n.d.). Quantifying the coexistence of neuronal oscillations and avalanches. arXiv. https://doi.org/10.48550/ARXIV.2108.06686
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2021 | Journal Article | IST-REx-ID: 11500 | OA
Bacon R, Mary D, Garel T, Blaizot J, Maseda M, Schaye J, Wisotzki L, Conseil S, Brinchmann J, Leclercq F, Abril-Melgarejo V, Boogaard L, Bouché NF, Contini T, Feltre A, Guiderdoni B, Herenz C, Kollatschny W, Kusakabe H, Matthee JJ, Michel-Dansac L, Nanayakkara T, Richard J, Roth M, Schmidt KB, Steinmetz M, Tresse L, Urrutia T, Verhamme A, Weilbacher PM, Zabl J, Zoutendijk SL. 2021. The MUSE Extremely Deep Field: The cosmic web in emission at high redshift. Astronomy & Astrophysics. 647, A107.
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2021 | Journal Article | IST-REx-ID: 11523 | OA
Matthee, J. J., Sobral, D., Hayes, M., Pezzulli, G., Gronke, M., Schaerer, D., … Amorín, R. (2021). The X-SHOOTER Lyman α survey at z = 2 (XLS-z2) I: What makes a galaxy a Lyman α emitter? Monthly Notices of the Royal Astronomical Society. Oxford University Press. https://doi.org/10.1093/mnras/stab1304
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2021 | Journal Article | IST-REx-ID: 11525 | OA
Gallego, S. G., Cantalupo, S., Sarpas, S., Duboeuf, B., Lilly, S., Pezzulli, G., … Mauerhofer, V. (2021). Constraining the cosmic UV background at z > 3 with MUSE Lyman-α emission observations. Monthly Notices of the Royal Astronomical Society. Oxford University Press. https://doi.org/10.1093/mnras/stab796
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2021 | Conference Paper | IST-REx-ID: 9824
Čomić, L., Zrour, R., Largeteau-Skapin, G., Biswas, R., & Andres, E. (2021). Body centered cubic grid - coordinate system and discrete analytical plane definition. In Discrete Geometry and Mathematical Morphology (Vol. 12708, pp. 152–163). Uppsala, Sweden: Springer Nature. https://doi.org/10.1007/978-3-030-76657-3_10
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2021 | Journal Article | IST-REx-ID: 8582 | OA
Li, H., von Wangenheim, D., Zhang, X., Tan, S., Darwish-Miranda, N., Naramoto, S., … Friml, J. (2021). Cellular requirements for PIN polar cargo clustering in Arabidopsis thaliana. New Phytologist. Wiley. https://doi.org/10.1111/nph.16887
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2021 | Journal Article | IST-REx-ID: 8430 | OA
Ojavee, S. E., Kousathanas, A., Trejo Banos, D., Orliac, E. J., Patxot, M., Lall, K., … Robinson, M. R. (2021). Genomic architecture and prediction of censored time-to-event phenotypes with a Bayesian genome-wide analysis. Nature Communications. Nature Research. https://doi.org/10.1038/s41467-021-22538-w
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2021 | Journal Article | IST-REx-ID: 8928 | OA
Arnoux, S., Fraisse, C., & Sauvage, C. (2021). Genomic inference of complex domestication histories in three Solanaceae species. Journal of Evolutionary Biology. Wiley. https://doi.org/10.1111/jeb.13723
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2021 | Journal Article | IST-REx-ID: 9244 | OA
Hankeova, S., Salplachta, J., Zikmund, T., Kavkova, M., Van Hul, N., Brinek, A., … Andersson, E. R. (2021). DUCT reveals architectural mechanisms contributing to bile duct recovery in a mouse model for alagille syndrome. ELife. eLife Sciences Publications. https://doi.org/10.7554/eLife.60916
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2021 | Journal Article | IST-REx-ID: 9241 | OA
Elek, O., Zhang, R., Sumin, D., Myszkowski, K., Bickel, B., Wilkie, A., … Weyrich, T. (2021). Robust and practical measurement of volume transport parameters in solid photo-polymer materials for 3D printing. Optics Express. The Optical Society. https://doi.org/10.1364/OE.406095
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2021 | Journal Article | IST-REx-ID: 9295 | OA
Arroyo Guevara, A. M., Mcquillan, D., Richter, R. B., Salazar, G., & Sullivan, M. (2021). Drawings of complete graphs in the projective plane. Journal of Graph Theory. Wiley. https://doi.org/10.1002/jgt.22665
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2021 | Journal Article | IST-REx-ID: 9294 | OA
Gärtner, F. R., & Sixt, M. K. (2021). Engaging the front wheels to drive through fibrous terrain. Developmental Cell. Elsevier. https://doi.org/10.1016/j.devcel.2021.03.002
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2021 | Journal Article | IST-REx-ID: 9376 | OA
Zhang, R., Auzinger, T., & Bickel, B. (2021). Computational design of planar multistable compliant structures. ACM Transactions on Graphics. Association for Computing Machinery. https://doi.org/10.1145/3453477
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2021 | Journal Article | IST-REx-ID: 9412 | OA
Cipolloni, G., Erdös, L., & Schröder, D. J. (2021). Fluctuation around the circular law for random matrices with real entries. Electronic Journal of Probability. Institute of Mathematical Statistics. https://doi.org/10.1214/21-EJP591
[Published Version] View | Files available | DOI | WoS | arXiv
 

2021 | Journal Article | IST-REx-ID: 9629 | OA
Yang, Q., Xue, S., Chan, C. J., Rempfler, M., Vischi, D., Maurer-Gutierrez, F., … Liberali, P. (2021). Cell fate coordinates mechano-osmotic forces in intestinal crypt formation. Nature Cell Biology. Springer Nature. https://doi.org/10.1038/s41556-021-00700-2
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2021 | Journal Article | IST-REx-ID: 9820 | OA
Serrano, A., Chen, B., Wang, C., Piovarci, M., Seidel, H. P., Didyk, P., & Myszkowski, K. (2021). The effect of shape and illumination on material perception: Model and applications. ACM Transactions on Graphics. Association for Computing Machinery. https://doi.org/10.1145/3450626.3459813
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2021 | Journal Article | IST-REx-ID: 9952 | OA
Chaigne, A., Smith, M. B., Cavestany, R. L., Hannezo, E. B., Chalut, K. J., & Paluch, E. K. (2021). Three-dimensional geometry controls division symmetry in stem cell colonies. Journal of Cell Science. The Company of Biologists. https://doi.org/10.1242/jcs.255018
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2021 | Journal Article | IST-REx-ID: 9547 | OA
Rittig, T., Sumin, D., Babaei, V., Didyk, P., Voloboy, A., Wilkie, A., … Křivánek, J. (2021). Neural acceleration of scattering-aware color 3D printing. Computer Graphics Forum. Wiley. https://doi.org/10.1111/cgf.142626
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2021 | Journal Article | IST-REx-ID: 10178 | OA
Sahu, P., Schwarz, J. M., & Manning, M. L. (2021). Geometric signatures of tissue surface tension in a three-dimensional model of confluent tissue. New Journal of Physics. IOP Publishing. https://doi.org/10.1088/1367-2630/ac23f1
[Published Version] View | Files available | DOI | WoS | arXiv
 

2021 | Journal Article | IST-REx-ID: 10323 | OA
Sučec, I., Bersch, B., & Schanda, P. (2021). How do chaperones bind (partly) unfolded client proteins? Frontiers in Molecular Biosciences. Frontiers. https://doi.org/10.3389/fmolb.2021.762005
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2021 | Journal Article | IST-REx-ID: 10404 | OA
Sietzen, S., Lechner, M., Borowski, J., Hasani, R., & Waldner, M. (2021). Interactive analysis of CNN robustness. Computer Graphics Forum. Wiley. https://doi.org/10.1111/cgf.14418
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2021 | Journal Article | IST-REx-ID: 10628 | OA
Ghazaryan, A., Nica, E. M., Erten, O., & Ghaemi, P. (2021). Shadow surface states in topological Kondo insulators. New Journal of Physics. IOP Publishing. https://doi.org/10.1088/1367-2630/ac4124
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2021 | Conference Paper | IST-REx-ID: 14181 | OA
Dresdner, G., Shekhar, S., Pedregosa, F., Locatello, F., & Rätsch, G. (2021). Boosting variational inference with locally adaptive step-sizes. In Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (pp. 2337–2343). Montreal, Canada: International Joint Conferences on Artificial Intelligence. https://doi.org/10.24963/ijcai.2021/322
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2021 | Conference Paper | IST-REx-ID: 14180 | OA
Rahaman, N., Gondal, M. W., Joshi, S., Gehler, P., Bengio, Y., Locatello, F., & Schölkopf, B. (2021). Dynamic inference with neural interpreters. In Advances in Neural Information Processing Systems (Vol. 34, pp. 10985–10998). Virtual.
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2021 | Journal Article | IST-REx-ID: 14117 | OA
Scholkopf, B., Locatello, F., Bauer, S., Ke, N. R., Kalchbrenner, N., Goyal, A., & Bengio, Y. (2021). Toward causal representation learning. Proceedings of the IEEE. Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/jproc.2021.3058954
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2021 | Journal Article | IST-REx-ID: 8429 | OA
Patxot, M., Trejo Banos, D., Kousathanas, A., Orliac, E. J., Ojavee, S. E., Moser, G., … Robinson, M. R. (2021). Probabilistic inference of the genetic architecture underlying functional enrichment of complex traits. Nature Communications. Springer Nature. https://doi.org/10.1038/s41467-021-27258-9
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2021 | Research Data Reference | IST-REx-ID: 13063 | OA
Robinson, M. R. (2021). Probabilistic inference of the genetic architecture of functional enrichment of complex traits. Dryad. https://doi.org/10.5061/dryad.sqv9s4n51
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2021 | Journal Article | IST-REx-ID: 7553 | OA
Mlynarski, W. F., Hledik, M., Sokolowski, T. R., & Tkačik, G. (2021). Statistical analysis and optimality of neural systems. Neuron. Cell Press. https://doi.org/10.1016/j.neuron.2021.01.020
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2020 | Journal Article | IST-REx-ID: 7708 | OA
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 | OA
Beattie, R. J., Hippenmeyer, S., & Pauler, F. (2020). SCOPES: Sparking curiosity through Open-Source platforms in education and science. Frontiers in Education. Frontiers Media. https://doi.org/10.3389/feduc.2020.00048
[Published Version] View | Files available | DOI
 

2020 | Journal Article | IST-REx-ID: 9249 | OA
Biswas, R., Largeteau-Skapin, G., Zrour, R., & Andres, E. (2020). Digital objects in rhombic dodecahedron grid. Mathematical Morphology - Theory and Applications. De Gruyter. https://doi.org/10.1515/mathm-2020-0106
[Published Version] View | Files available | DOI
 

2020 | Conference Paper | IST-REx-ID: 9631 | OA
Aksenov, V., Alistarh, D.-A., & Korhonen, J. (2020). Scalable belief propagation via relaxed scheduling. In Advances in Neural Information Processing Systems (Vol. 33, pp. 22361–22372). Vancouver, Canada: Curran Associates.
[Published Version] View | Download Published Version (ext.) | arXiv
 

2020 | Journal Article | IST-REx-ID: 9208
Laccone, F., Malomo, L., Perez Rodriguez, J., Pietroni, N., Ponchio, F., Bickel, B., & Cignoni, P. (2020). A bending-active twisted-arch plywood structure: Computational design and fabrication of the FlexMaps Pavilion. SN Applied Sciences. Springer Nature. https://doi.org/10.1007/s42452-020-03305-w
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2020 | Conference Paper | IST-REx-ID: 9415 | OA
Kurtz, M., Kopinsky, J., Gelashvili, R., Matveev, A., Carr, J., Goin, M., … Alistarh, D.-A. (2020). Inducing and exploiting activation sparsity for fast neural network inference. In 37th International Conference on Machine Learning, ICML 2020 (Vol. 119, pp. 5533–5543). Online.
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2020 | Conference Paper | IST-REx-ID: 8188 | OA
Henderson, P. M., & Lampert, C. (2020). Unsupervised object-centric video generation and decomposition in 3D. In 34th Conference on Neural Information Processing Systems (Vol. 33, pp. 3106–3117). Vancouver, Canada: Curran Associates.
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2020 | Research Data Reference | IST-REx-ID: 13065 | OA
Arnoux, S., Fraisse, C., & Sauvage, C. (2020). VCF files of synonymous SNPs related to: Genomic inference of complex domestication histories in three Solanaceae species. Dryad. https://doi.org/10.5061/DRYAD.Q2BVQ83HD
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