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139 Publications
2024 | Published | Conference Paper | IST-REx-ID: 18891 | 
Neural collapse versus low-rank bias: Is deep neural collapse really optimal?
P. Súkeník, C. Lampert, M. Mondelli, in:, 38th Annual Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.
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P. Súkeník, C. Lampert, M. Mondelli, in:, 38th Annual Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2024.
2024 | Published | Thesis | IST-REx-ID: 17850 |
Fitness landscapes of orthologous green fluorescent proteins
L. Gonzalez Somermeyer, Fitness Landscapes of Orthologous Green Fluorescent Proteins, Institute of Science and Technology Austria, 2024.
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L. Gonzalez Somermeyer, Fitness Landscapes of Orthologous Green Fluorescent Proteins, Institute of Science and Technology Austria, 2024.
2024 | Published | Thesis | IST-REx-ID: 15020 |
Genetic information and biological optimization
M. Hledik, Genetic Information and Biological Optimization, Institute of Science and Technology Austria, 2024.
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M. Hledik, Genetic Information and Biological Optimization, Institute of Science and Technology Austria, 2024.
2024 | Draft | Preprint | IST-REx-ID: 18677 |
Light-microscopy based dense connectomic reconstruction of mammalian brain tissue
M. Tavakoli, J. Lyudchik, M. Januszewski, V. Vistunou, N. Agudelo Duenas, J. Vorlaufer, C.M. Sommer, C. Kreuzinger, B. Oliveira, A. Cenameri, G. Novarino, V. Jain, J.G. Danzl, BioRxiv (n.d.).
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M. Tavakoli, J. Lyudchik, M. Januszewski, V. Vistunou, N. Agudelo Duenas, J. Vorlaufer, C.M. Sommer, C. Kreuzinger, B. Oliveira, A. Cenameri, G. Novarino, V. Jain, J.G. Danzl, BioRxiv (n.d.).
2024 | Research Data | IST-REx-ID: 18579 |
A thalamic hub-and-spoke network enables visual perception during action by coordinating visuomotor dynamics
T.A. Vega Zuniga, A.L. Sumser, O. Symonova, P. Koppensteiner, F. Schmidt, M.A. Jösch, (2024).
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T.A. Vega Zuniga, A.L. Sumser, O. Symonova, P. Koppensteiner, F. Schmidt, M.A. Jösch, (2024).
2024 | Submitted | Preprint | IST-REx-ID: 17468 |
Individual Marcus-type kinetics controls singlet and triplet oxygen evolution from superoxide
S. Mondal, H.T.K. Nguyen, R. Hauschild, S.A. Freunberger, ChemRxiv (n.d.).
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S. Mondal, H.T.K. Nguyen, R. Hauschild, S.A. Freunberger, ChemRxiv (n.d.).
2024 | Published | Journal Article | IST-REx-ID: 17202 |
A gate tunable transmon qubit in planar Ge
O. Sagi, A. Crippa, M. Valentini, M. Janik, L. Baghumyan, G. Fabris, L. Kapoor, F. Hassani, J.M. Fink, S. Calcaterra, D. Chrastina, G. Isella, G. Katsaros, Nature Communications 15 (2024).
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O. Sagi, A. Crippa, M. Valentini, M. Janik, L. Baghumyan, G. Fabris, L. Kapoor, F. Hassani, J.M. Fink, S. Calcaterra, D. Chrastina, G. Isella, G. Katsaros, Nature Communications 15 (2024).
2024 | Published | Journal Article | IST-REx-ID: 17890 |
Single-nucleus atlas of the Artemia female reproductive system suggests germline repression of the Z chromosome
M.N. Elkrewi, B. Vicoso, PLoS Genetics 20 (2024).
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| PubMed | Europe PMC
M.N. Elkrewi, B. Vicoso, PLoS Genetics 20 (2024).
2024 | Research Data | IST-REx-ID: 17362 |
Data for: "Single-nucleus atlas of the Artemia female reproductive system suggests germline repression of the Z chromosome"
M.N. Elkrewi, B. Vicoso, (2024).
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M.N. Elkrewi, B. Vicoso, (2024).
2024 | Published | Thesis | IST-REx-ID: 18471 |
Visualizing the neuronal transcriptional landscape with tissue context
N. Agudelo Duenas, Visualizing the Neuronal Transcriptional Landscape with Tissue Context, Institute of Science and Technology Austria, 2024.
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N. Agudelo Duenas, Visualizing the Neuronal Transcriptional Landscape with Tissue Context, 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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| PubMed | Europe PMC
I. Vercellino, L.A. Sazanov, Nature Structural and Molecular Biology 31 (2024) 1061–1071.
2024 | Published | Thesis | IST-REx-ID: 17206 |
Novel approaches to studying alternative splicing in Drosophila Melanogaster : Insights into sex-specific gene expression and the evolution of sex determination
J. Raices, Novel Approaches to Studying Alternative Splicing in Drosophila Melanogaster : Insights into Sex-Specific Gene Expression and the Evolution of Sex Determination, Institute of Science and Technology Austria, 2024.
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J. Raices, Novel Approaches to Studying Alternative Splicing in Drosophila Melanogaster : Insights into Sex-Specific Gene Expression and the Evolution of Sex Determination, Institute of Science and Technology Austria, 2024.
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 | 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).
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.
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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| WoS
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.