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6060 Publications
2025 | Published | Journal Article | IST-REx-ID: 20098 | 
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Sustainable development key to limiting climate change-driven wildfire damages
Y.-L. Hwong, E. Byers, M. Werning, Y. Quilcaille, Environmental Research: Climate 4 (2025).
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Y.-L. Hwong, E. Byers, M. Werning, Y. Quilcaille, Environmental Research: Climate 4 (2025).
2025 | Epub ahead of print | Journal Article | IST-REx-ID: 20101 |
The neural basis of species-specific defensive behaviour in Peromyscus mice
F. Baier, K. Reinhard, B. Nuttin, A. Sans-Dublanc, C. Liu, V. Tong, J.S. Murmann, K. Wierda, K. Farrow, H.E. Hoekstra, Nature (2025).
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F. Baier, K. Reinhard, B. Nuttin, A. Sans-Dublanc, C. Liu, V. Tong, J.S. Murmann, K. Wierda, K. Farrow, H.E. Hoekstra, Nature (2025).
2025 | Research Data Reference | IST-REx-ID: 20107 |
Data - Sustainable Development Key to Limiting Climate Change-Driven Wildfire Damages
Y.-L. Hwong, E. Byers, M. Werning, Y. Quilcaille, (2025).
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Y.-L. Hwong, E. Byers, M. Werning, Y. Quilcaille, (2025).
2025 | Published | Conference Paper | IST-REx-ID: 20038 |
The journey matters: Average parameter count over pre-training unifies sparse and dense scaling laws
T. Jin, A.I. Humayun, U. Evci, S. Subramanian, A. Yazdanbakhsh, D.-A. Alistarh, G.K. Dziugaite, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 85165–85181.
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T. Jin, A.I. Humayun, U. Evci, S. Subramanian, A. Yazdanbakhsh, D.-A. Alistarh, G.K. Dziugaite, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 85165–85181.
2025 | Published | Conference Paper | IST-REx-ID: 20033 |
High-dimensional analysis of knowledge distillation: Weak-to-Strong generalization and scaling laws
M. Emrullah Ildiz, H.A. Gozeten, E.O. Taga, M. Mondelli, S. Oymak, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 2967–3006.
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M. Emrullah Ildiz, H.A. Gozeten, E.O. Taga, M. Mondelli, S. Oymak, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 2967–3006.
2025 | Published | Conference Paper | IST-REx-ID: 20037 |
Wasserstein distances, neuronal entanglement, and sparsity
S. Sawmya, L. Kong, I. Markov, D.-A. Alistarh, N. Shavit, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 26244–26274.
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S. Sawmya, L. Kong, I. Markov, D.-A. Alistarh, N. Shavit, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 26244–26274.
2025 | Published | Conference Paper | IST-REx-ID: 20036 |
Near, far: Patch-ordering enhances vision foundation models' scene understanding
V. Pariza, M. Salehi, G. Burghouts, F. Locatello, Y.M. Asano, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 72303–72330.
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V. Pariza, M. Salehi, G. Burghouts, F. Locatello, Y.M. Asano, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 72303–72330.
2025 | Published | Conference Paper | IST-REx-ID: 20032 |
Scalable mechanistic neural networks
J. Chen, D. Yao, A.A. Pervez, D.-A. Alistarh, F. Locatello, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 63716–63737.
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J. Chen, D. Yao, A.A. Pervez, D.-A. Alistarh, F. Locatello, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 63716–63737.
2025 | Published | Conference Paper | IST-REx-ID: 20055
Reaction precursor-mediated formation of stable supercrystals in colloidal nanocrystal synthesis: PbTe case
S. Lee, D. Balazs, S. Horta, A. Rayaroth Puthiyaveettil, M. Ibáñez, in:, Proceedings of the MATSUS Spring 2025 Conference, Fundació Scito, 2025.
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S. Lee, D. Balazs, S. Horta, A. Rayaroth Puthiyaveettil, M. Ibáñez, in:, Proceedings of the MATSUS Spring 2025 Conference, Fundació Scito, 2025.
2025 | Published | Conference Paper | IST-REx-ID: 20035 |
Wide neural networks trained with weight decay provably exhibit neural collapse
A. Jacot, P. Súkeník, Z. Wang, M. Mondelli, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 1905–1931.
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A. Jacot, P. Súkeník, Z. Wang, M. Mondelli, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 1905–1931.
2025 | Published | Conference Paper | IST-REx-ID: 20034 |
LDAdam: Adaptive optimization from low-dimensional gradient statistics
T. Robert, M. Safaryan, I.-V. Modoranu, D.-A. Alistarh, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 101877–101913.
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T. Robert, M. Safaryan, I.-V. Modoranu, D.-A. Alistarh, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 101877–101913.
2025 | Published | Journal Article | IST-REx-ID: 18987 |
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Biallelic NDUFA13 variants lead to a neurodevelopmental phenotype with gradual neurological impairment
Kaiyrzhanov R, Thompson K, Efthymiou S, Mukushev A, Zharylkassyn A, Prasad C, Karimiani EG, Alvi JR, Niyazov D, Alahmad A, Babaei M, Tajsharghi H, Albash B, Alaqeel A, Charif M, Hashemi N, Heidari M, Kalantar SM, Lenaers G, Mehrjardi MYV, Srinivasan VM, Gowda VK, Mirabutalebi SH, Carere DA, Movahedinia M, Murphy D, Mcfarland R, Abdel-Hamid MS, Elhossini RM, Alavi S, Napier M, Belanger-Quintana A, Prasad AN, Jakobczyk J, Roubertie A, Rupar T, Sultan T, Toosi MB, Sazanov LA, Severino M, Houlden H, Taylor RW, Maroofian R. 2025. Biallelic NDUFA13 variants lead to a neurodevelopmental phenotype with gradual neurological impairment. Brain Communications. 7(1), fcae453.
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Kaiyrzhanov R, Thompson K, Efthymiou S, Mukushev A, Zharylkassyn A, Prasad C, Karimiani EG, Alvi JR, Niyazov D, Alahmad A, Babaei M, Tajsharghi H, Albash B, Alaqeel A, Charif M, Hashemi N, Heidari M, Kalantar SM, Lenaers G, Mehrjardi MYV, Srinivasan VM, Gowda VK, Mirabutalebi SH, Carere DA, Movahedinia M, Murphy D, Mcfarland R, Abdel-Hamid MS, Elhossini RM, Alavi S, Napier M, Belanger-Quintana A, Prasad AN, Jakobczyk J, Roubertie A, Rupar T, Sultan T, Toosi MB, Sazanov LA, Severino M, Houlden H, Taylor RW, Maroofian R. 2025. Biallelic NDUFA13 variants lead to a neurodevelopmental phenotype with gradual neurological impairment. Brain Communications. 7(1), fcae453.
2025 | Published | Working Paper | IST-REx-ID: 20146 |
Catalogue of criteria for assessing the funding eligibility of Open Science infrastructures
P. Gredler, C. Kaier, P. Danowski, M. Zoyer, K. Rieck, A. Ferus, E. Rosenberger, A. Löffler, L. Hofer, L. Still, Catalogue of Criteria for Assessing the Funding Eligibility of Open Science Infrastructures, Zenodo, 2025.
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P. Gredler, C. Kaier, P. Danowski, M. Zoyer, K. Rieck, A. Ferus, E. Rosenberger, A. Löffler, L. Hofer, L. Still, Catalogue of Criteria for Assessing the Funding Eligibility of Open Science Infrastructures, Zenodo, 2025.
2025 | Published | Thesis | IST-REx-ID: 20212
Unraveling the role of Pten in cortical stem cell lineage progression using MADM
O. Miranda, Unraveling the Role of Pten in Cortical Stem Cell Lineage Progression Using MADM, Institute of Science and Technology Austria, 2025.
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O. Miranda, Unraveling the Role of Pten in Cortical Stem Cell Lineage Progression Using MADM, Institute of Science and Technology Austria, 2025.
2025 | Published | Journal Article | IST-REx-ID: 20183 |
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Unequal segregation of mitochondria during asymmetric cell division contributes to cell fate divergence in sister cells in vivo
I. Segos, J. Van Eeckhoven, S. Berger, N. Mishra, E.J. Lambie, B. Conradt, Nature Communications 16 (2025).
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I. Segos, J. Van Eeckhoven, S. Berger, N. Mishra, E.J. Lambie, B. Conradt, Nature Communications 16 (2025).
2025 | Published | Journal Article | IST-REx-ID: 19795 |
Image-based 3D active sample stabilization on the nanometer scale for optical microscopy
J. Vorlaufer, N. Semenov, C. Kreuzinger, M. Javoor, B. Zens, N. Agudelo Duenas, M. Tavakoli, M. Suplata, W. Jahr, J. Lyudchik, A. Wartak, F.K. Schur, J.G. Danzl, Biophysical Reports 5 (2025).
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J. Vorlaufer, N. Semenov, C. Kreuzinger, M. Javoor, B. Zens, N. Agudelo Duenas, M. Tavakoli, M. Suplata, W. Jahr, J. Lyudchik, A. Wartak, F.K. Schur, J.G. Danzl, Biophysical Reports 5 (2025).
2025 | Published | Thesis | IST-REx-ID: 20206 |
Construction of a cryo-super-resolution microscope to guide in situ structure analysis
J. Vorlaufer, Construction of a Cryo-Super-Resolution Microscope to Guide in Situ Structure Analysis, Institute of Science and Technology Austria, 2025.
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J. Vorlaufer, Construction of a Cryo-Super-Resolution Microscope to Guide in Situ Structure Analysis, Institute of Science and Technology Austria, 2025.
2025 | Published | Journal Article | IST-REx-ID: 20254 |
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Maintaining diversity in structured populations
D.A. Brewster, J. Svoboda, D. Roscow, K. Chatterjee, J. Tkadlec, M.A. Nowak, Pnas Nexus 4 (2025).
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D.A. Brewster, J. Svoboda, D. Roscow, K. Chatterjee, J. Tkadlec, M.A. Nowak, Pnas Nexus 4 (2025).
2025 | Epub ahead of print | Journal Article | IST-REx-ID: 20260 |
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Burning or collapsing the medial axis is unstable
E.W. Chambers, C.D. Fillmore, E.R. Stephenson, M. Wintraecken, La Matematica (2025).
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E.W. Chambers, C.D. Fillmore, E.R. Stephenson, M. Wintraecken, La Matematica (2025).
2025 | Published | Conference Paper | IST-REx-ID: 20256 |
Predictive monitoring of black-box dynamical systems
T.A. Henzinger, F. Kresse, K. Mallik, E. Yu, D. Zikelic, in:, 7th Annual Learning for Dynamics & Control Conference, ML Research Press, 2025, pp. 804–816.
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T.A. Henzinger, F. Kresse, K. Mallik, E. Yu, D. Zikelic, in:, 7th Annual Learning for Dynamics & Control Conference, ML Research Press, 2025, pp. 804–816.