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148 Publications
2024 | Published | Thesis | IST-REx-ID: 18101 | 
Structural characterization of spumavirus capsid assemblies
D. Porley Esteves, Structural Characterization of Spumavirus Capsid Assemblies, Institute of Science and Technology Austria, 2024.
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D. Porley Esteves, Structural Characterization of Spumavirus Capsid Assemblies, Institute of Science and Technology Austria, 2024.
2024 | Published | Thesis | IST-REx-ID: 17465 |
High-dimensional limits in artificial neural networks
A. Shevchenko, High-Dimensional Limits in Artificial Neural Networks, Institute of Science and Technology Austria, 2024.
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A. Shevchenko, High-Dimensional Limits in Artificial Neural Networks, Institute of Science and Technology Austria, 2024.
2024 | Published | Journal Article | IST-REx-ID: 15323 |
SCAF1 drives the compositional diversity of mammalian respirasomes
I. Vercellino, L.A. Sazanov, Nature Structural and Molecular Biology 31 (2024) 1061–1071.
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I. Vercellino, L.A. Sazanov, Nature Structural and Molecular Biology 31 (2024) 1061–1071.
2024 | Published | Thesis | IST-REx-ID: 18531 |
Early stages of sex chromosome evolution
A. Mrnjavac, Early Stages of Sex Chromosome Evolution, Institute of Science and Technology Austria, 2024.
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A. Mrnjavac, Early Stages of Sex Chromosome Evolution, Institute of Science and Technology Austria, 2024.
2024 | Published | Preprint | IST-REx-ID: 18648 |
Causal inference for multiple risk factors and diseases from genomics data
N.N. Machnik, S.M. Mahmoudi, M. Borczyk, I. Krätschmer, M.J. Bauer, M.R. Robinson, BioRxiv (2024).
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N.N. Machnik, S.M. Mahmoudi, M. Borczyk, I. Krätschmer, M.J. Bauer, M.R. Robinson, BioRxiv (2024).
2023 | Published | Journal Article | IST-REx-ID: 14240 |
Generalizing shallow water simulations with dispersive surface waves
S. Jeschke, C. Wojtan, ACM Transactions on Graphics 42 (2023).
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S. Jeschke, C. Wojtan, ACM Transactions on Graphics 42 (2023).
2023 | Published | Conference Abstract | IST-REx-ID: 14748
Unified treatment of contact, friction and shock-propagation in rigid body animation
Y.-L. Chen, M. Ly, C. Wojtan, in:, Proceedings of the ACM SIGGRAPH/Eurographics Symposium on Computer Animation, Association for Computing Machinery, 2023.
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Y.-L. Chen, M. Ly, C. Wojtan, in:, Proceedings of the ACM SIGGRAPH/Eurographics Symposium on Computer Animation, Association for Computing Machinery, 2023.
2023 | Published | Conference Paper | IST-REx-ID: 17378 |
OPTQ: Accurate post-training quantization for generative pre-trained transformers
E. Frantar, S. Ashkboos, T. Hoefler, D.-A. Alistarh, in:, 11th International Conference on Learning Representations , International Conference on Learning Representations, 2023.
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E. Frantar, S. Ashkboos, T. Hoefler, D.-A. Alistarh, in:, 11th International Conference on Learning Representations , International Conference on Learning Representations, 2023.
2023 | Published | Conference Paper | IST-REx-ID: 14458 |
SparseGPT: Massive language models can be accurately pruned in one-shot
E. Frantar, D.-A. Alistarh, in:, Proceedings of the 40th International Conference on Machine Learning, ML Research Press, 2023, pp. 10323–10337.
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E. Frantar, D.-A. Alistarh, in:, Proceedings of the 40th International Conference on Machine Learning, ML Research Press, 2023, pp. 10323–10337.
2023 | Published | Conference Paper | IST-REx-ID: 13053 |
CrAM: A Compression-Aware Minimizer
A. Krumes, A. Vladu, E. Kurtic, C. Lampert, D.-A. Alistarh, in:, 11th International Conference on Learning Representations , OpenReview, 2023.
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A. Krumes, A. Vladu, E. Kurtic, C. Lampert, D.-A. Alistarh, in:, 11th International Conference on Learning Representations , OpenReview, 2023.
2023 | Published | Journal Article | IST-REx-ID: 13267 |
Dense 4D nanoscale reconstruction of living brain tissue
P. Velicky, E. Miguel Villalba, J.M. Michalska, J. Lyudchik, D. Wei, Z. Lin, J. Watson, J. Troidl, J. Beyer, Y. Ben Simon, C.M. Sommer, W. Jahr, A. Cenameri, J. Broichhagen, S.G.N. Grant, P.M. Jonas, G. Novarino, H. Pfister, B. Bickel, J.G. Danzl, Nature Methods 20 (2023) 1256–1265.
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P. Velicky, E. Miguel Villalba, J.M. Michalska, J. Lyudchik, D. Wei, Z. Lin, J. Watson, J. Troidl, J. Beyer, Y. Ben Simon, C.M. Sommer, W. Jahr, A. Cenameri, J. Broichhagen, S.G.N. Grant, P.M. Jonas, G. Novarino, H. Pfister, B. Bickel, J.G. Danzl, Nature Methods 20 (2023) 1256–1265.
2023 | Research Data | IST-REx-ID: 12817 |
Research data for the publication "Dense 4D nanoscale reconstruction of living brain tissue"
J.G. Danzl, (2023).
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J.G. Danzl, (2023).
2023 | Published | Thesis | IST-REx-ID: 13074 |
Efficiency and generalization of sparse neural networks
A. Krumes, Efficiency and Generalization of Sparse Neural Networks, Institute of Science and Technology Austria, 2023.
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A. Krumes, Efficiency and Generalization of Sparse Neural Networks, Institute of Science and Technology Austria, 2023.
2023 | Published | Journal Article | IST-REx-ID: 12334 |
ArpC5 isoforms regulate Arp2/3 complex–dependent protrusion through differential Ena/VASP positioning
F. Fäßler, M. Javoor, J. Datler, H. Döring, F. Hofer, G.A. Dimchev, V.-V. Hodirnau, J. Faix, K. Rottner, F.K. Schur, Science Advances 9 (2023).
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F. Fäßler, M. Javoor, J. Datler, H. Döring, F. Hofer, G.A. Dimchev, V.-V. Hodirnau, J. Faix, K. Rottner, F.K. Schur, Science Advances 9 (2023).
2023 | Research Data | IST-REx-ID: 14562 |
Research data of the publication "ArpC5 isoforms regulate Arp2/3 complex-dependent protrusion through differential Ena/VASP positioning"
F.K. Schur, (2023).
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F.K. Schur, (2023).
2023 | Published | Journal Article | IST-REx-ID: 14077 |
Sex-specific estimation of cis and trans regulation of gene expression in heads and gonads of Drosophila melanogaster
G. Puixeu Sala, A. Macon, B. Vicoso, G3: Genes, Genomes, Genetics 13 (2023).
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G. Puixeu Sala, A. Macon, B. Vicoso, G3: Genes, Genomes, Genetics 13 (2023).
2023 | Published | Journal Article | IST-REx-ID: 14040 |
The Ycf48 accessory factor occupies the site of the oxygen-evolving manganese cluster during photosystem II biogenesis
Z. Zhao, I. Vercellino, J. Knoppová, R. Sobotka, J.W. Murray, P.J. Nixon, L.A. Sazanov, J. Komenda, Nature Communications 14 (2023).
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Z. Zhao, I. Vercellino, J. Knoppová, R. Sobotka, J.W. Murray, P.J. Nixon, L.A. Sazanov, J. Komenda, Nature Communications 14 (2023).
2023 | Research Data | IST-REx-ID: 13126 |
Research data for the publication "Imaging brain tissue architecture across millimeter to nanometer scales"
J.G. Danzl, (2023).
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J.G. Danzl, (2023).
2023 | Published | Conference Paper | IST-REx-ID: 14461 |
Quantized distributed training of large models with convergence guarantees
I. Markov, A. Vladu, Q. Guo, D.-A. Alistarh, in:, Proceedings of the 40th International Conference on Machine Learning, ML Research Press, 2023, pp. 24020–24044.
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| arXiv
I. Markov, A. Vladu, Q. Guo, D.-A. Alistarh, in:, Proceedings of the 40th International Conference on Machine Learning, ML Research Press, 2023, pp. 24020–24044.
2023 | Published | Thesis | IST-REx-ID: 12732 |
Ergodicity breaking in disordered and kinetically constrained quantum many-body systems
P. Brighi, Ergodicity Breaking in Disordered and Kinetically Constrained Quantum Many-Body Systems, Institute of Science and Technology Austria, 2023.
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P. Brighi, Ergodicity Breaking in Disordered and Kinetically Constrained Quantum Many-Body Systems, Institute of Science and Technology Austria, 2023.