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12321 Publications


2024 | Published | Conference Paper | IST-REx-ID: 17426 | OA
1-Lipschitz layers compared: Memory, speed, and certifiable robustness
B. Prach, F. Brau, G. Buttazzo, C. Lampert, in:, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, Computer Vision Foundation, 2024, pp. 24574–24583.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | WoS | arXiv
 

earlier version | 2024 | Draft | Preprint | IST-REx-ID: 18874 | OA
Intriguing properties of robust classification
B. Prach, C. Lampert, ArXiv (n.d.).
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 

earlier version | 2024 | Draft | Preprint | IST-REx-ID: 17361 | OA
Symplectic structures on the space of space curves
M. Bauer, S. Ishida, P.W. Michor, ArXiv (n.d.).
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 

2024 | Published | Journal Article | IST-REx-ID: 17219 | OA
Multi-material mesh-based surface tracking with implicit topology changes
P. Synak, A. Kalinov, I.-M. Strugaru, A. Etemadi, H. Yang, C. Wojtan, ACM Transactions on Graphics 43 (2024).
[Published Version] View | Files available | DOI | WoS
 

2024 | Published | Thesis | MS | IST-REx-ID: 18301 | OA
Filling the holes of non-manifold self-intersecting meshes for implicit topology changes in surface tracking
A. Etemadi, Filling the Holes of Non-Manifold Self-Intersecting Meshes for Implicit Topology Changes in Surface Tracking, Institute of Science and Technology Austria, 2024.
[Published Version] View | Files available | DOI
 

2024 | Published | Journal Article | IST-REx-ID: 12846 | OA
Area formula for spherical polygons via prequantization
A. Chern, S. Ishida, SIAM Journal on Applied Algebra and Geometry 8 (2024) 782–796.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | WoS | arXiv
 

2024 | Published | Thesis | PhD | IST-REx-ID: 17485 | OA
Compressing large neural networks: Algorithms, systems and scaling laws
E. Frantar, Compressing Large Neural Networks: Algorithms, Systems and Scaling Laws, Institute of Science and Technology Austria, 2024.
[Published Version] View | Files available | DOI
 

2024 | Published | Conference Paper | IST-REx-ID: 18062 | OA
Scaling laws for sparsely-connected foundation models
E. Frantar, C.R. Ruiz, N. Houlsby, D.-A. Alistarh, U. Evci, in:, The Twelfth International Conference on Learning Representations, 2024.
[Published Version] View | Files available | Download Published Version (ext.) | arXiv
 

2024 | Published | Conference Paper | IST-REx-ID: 18061 | OA
QMoE: Sub-1-bit compression of trillion parameter models
E. Frantar, D.-A. Alistarh, in:, Proceedings of Machine Learning and Systems, 2024.
[Published Version] View | Files available | Download Published Version (ext.)
 

2024 | Published | Thesis | PhD | IST-REx-ID: 17490 | OA
Communication-efficient distributed training of deep neural networks : An algorithms and systems perspective
I. Markov, Communication-Efficient Distributed Training of Deep Neural Networks : An Algorithms and Systems Perspective, Institute of Science and Technology Austria, 2024.
[Published Version] View | Files available | DOI
 

2024 | Published | Conference Paper | IST-REx-ID: 17456 | OA
L-GreCo: Layerwise-adaptive gradient compression for efficient data-parallel deep learning
I. Markov, K. Alimohammadi, E. Frantar, D.-A. Alistarh, in:, P. Gibbons, G. Pekhimenko, C. De Sa (Eds.), Proceedings of Machine Learning and Systems , Association for Computing Machinery, 2024.
[Published Version] View | Files available | Download Published Version (ext.) | arXiv
 

2024 | Published | Thesis | PhD | IST-REx-ID: 18766 | OA
Elucidating the structural determinants of the poxvirus core using multi-modal cryo-EM
J. Datler, Elucidating the Structural Determinants of the Poxvirus Core Using Multi-Modal Cryo-EM, Institute of Science and Technology Austria, 2024.
[Published Version] View | Files available | DOI
 

2024 | Published | Journal Article | IST-REx-ID: 14979 | OA
Multi-modal cryo-EM reveals trimers of protein A10 to form the palisade layer in poxvirus cores
J. Datler, J. Hansen, A. Thader, A. Schlögl, L.W. Bauer, V.-V. Hodirnau, F.K. Schur, Nature Structural & Molecular Biology 31 (2024) 1114–1123.
[Published Version] View | Files available | DOI | WoS | PubMed | Europe PMC
 

2024 | Published | Thesis | PhD | IST-REx-ID: 17850 | OA
Fitness landscapes of orthologous green fluorescent proteins
L. Gonzalez Somermeyer, Fitness Landscapes of Orthologous Green Fluorescent Proteins, Institute of Science and Technology Austria, 2024.
[Published Version] View | Files available | DOI
 

2024 | Published | Journal Article | IST-REx-ID: 14901 | OA
Tipping points of space debris in low earth orbit
K. Nomura, S. Rella, H. Merritt, M. Baltussen, D. Bird, A. Tjuka, D. Falk, International Journal of the Commons 18 (2024).
[Published Version] View | Files available | DOI
 

2024 | Published | Thesis | PhD | IST-REx-ID: 18076 | OA
Hybrid circuits on planar Germanium
O. Sagi, Hybrid Circuits on Planar Germanium, Institute of Science and Technology Austria, 2024.
[Published Version] View | Files available | DOI
 

2024 | Published | Conference Paper | IST-REx-ID: 17170 | OA
Tight bounds for the learning of homotopy à la Niyogi, Smale, and Weinberger for subsets of euclidean spaces and of Riemannian manifolds
D. Attali, H. Kourimska, C.D. Fillmore, I. Ghosh, A. Lieutier, E.R. Stephenson, M. Wintraecken, in:, 40th International Symposium on Computational Geometry, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024, p. 11:1-11:19.
[Published Version] View | Files available | DOI | arXiv
 

2024 | Published | Journal Article | IST-REx-ID: 17202 | OA
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).
[Published Version] View | Files available | DOI | WoS | PubMed | Europe PMC | arXiv
 

2024 | Research Data | IST-REx-ID: 17196 | OA
A gate-tunable transmon in planar Ge
O. Sagi, (2024).
[Published Version] View | Files available | DOI
 

2024 | Published | Journal Article | IST-REx-ID: 17141 | OA
Slow and rapid auxin responses in Arabidopsis
Z. Zhang, H. Chen, S. Peng, H. Han, Journal of Experimental Botany 75 (2024).
[Published Version] View | Files available | DOI | WoS | PubMed | Europe PMC
 

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