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12344 Publications


2024 | Published | Journal Article | IST-REx-ID: 15407 | OA
Quantum-informed recursive optimization algorithms
J.R. Finžgar, A. Kerschbaumer, M.J.A. Schuetz, C.B. Mendl, H.G. Katzgraber, PRX Quantum 5 (2024).
[Published Version] View | Files available | DOI | arXiv
 

2024 | Published | Journal Article | IST-REx-ID: 15360 | OA
Floquet analysis of a superradiant many-qutrit refrigerator
D. Kolisnyk, F. Queißer, G. Schaller, R. Schützhold, Physical Review Applied 21 (2024).
[Preprint] View | DOI | Download Preprint (ext.) | WoS | arXiv
 

2024 | Published | Journal Article | IST-REx-ID: 18482 View | DOI | WoS
 

2024 | Published | Conference Paper | IST-REx-ID: 18450
Portable Raman platform for SERS droplets microfludics
S. Quintero, M. Relvas, M. Aranda, F. Nodal, L. Dieguez, S. Abalde-Cela, in:, 2024 International Conference on Optical MEMS and Nanophotonics, IEEE, 2024.
View | DOI | WoS
 

2024 | Published | Thesis | MS | IST-REx-ID: 18588 | OA
Non equilibrium dynamics of driven individual particles and 3D printing across scales
C.N. Mweka, Non Equilibrium Dynamics of Driven Individual Particles and 3D Printing across Scales, Institute of Science and Technology Austria, 2024.
[Published Version] View | Files available | DOI
 

2024 | Research Data | IST-REx-ID: 14705 | OA [Published Version] View | Files available | DOI
 

2024 | Published | Conference Paper | IST-REx-ID: 17214 | OA
Primal-dual non-smooth friction for rigid body animation
Y.-L. Chen, M. Ly, C. Wojtan, in:, Special Interest Group on Computer Graphics and Interactive Techniques Conference Conference Papers ’24, Association for Computing Machinery, 2024.
[Published Version] View | Files available | DOI | WoS
 

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
 

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