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12321 Publications
2024 |
Published |
Conference Paper |
IST-REx-ID: 17426 |
Prach B, Brau F, Buttazzo G, Lampert C. 1-Lipschitz layers compared: Memory, speed, and certifiable robustness. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. Computer Vision Foundation; 2024:24574-24583. doi:10.1109/CVPR52733.2024.02320
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earlier version | 2024 |
Draft |
Preprint |
IST-REx-ID: 18874 |
Prach B, Lampert C. Intriguing properties of robust classification. arXiv. doi:10.48550/arXiv.2412.04245
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earlier version | 2024 |
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IST-REx-ID: 17361 |
Bauer M, Ishida S, Michor PW. Symplectic structures on the space of space curves. arXiv. doi:10.48550/arXiv.2407.19908
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2024 |
Published |
Journal Article |
IST-REx-ID: 17219 |
Synak P, Kalinov A, Strugaru I-M, Etemadi A, Yang H, Wojtan C. Multi-material mesh-based surface tracking with implicit topology changes. ACM Transactions on Graphics. 2024;43(4). doi:10.1145/3658223
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2024 |
Published |
Thesis | MS |
IST-REx-ID: 18301 |
Etemadi A. Filling the holes of non-manifold self-intersecting meshes for implicit topology changes in surface tracking. 2024. doi:10.15479/at:ista:18301
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2024 |
Published |
Journal Article |
IST-REx-ID: 12846 |
Chern A, Ishida S. Area formula for spherical polygons via prequantization. SIAM Journal on Applied Algebra and Geometry. 2024;8(3):782-796. doi:10.1137/23M1565255
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2024 |
Published |
Thesis | PhD |
IST-REx-ID: 17485 |
Frantar E. Compressing large neural networks: Algorithms, systems and scaling laws. 2024. doi:10.15479/at:ista:17485
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2024 |
Published |
Conference Paper |
IST-REx-ID: 18062 |
Frantar E, Ruiz CR, Houlsby N, Alistarh D-A, Evci U. Scaling laws for sparsely-connected foundation models. In: The Twelfth International Conference on Learning Representations. ; 2024.
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2024 |
Published |
Conference Paper |
IST-REx-ID: 18061 |
Frantar E, Alistarh D-A. QMoE: Sub-1-bit compression of trillion parameter models. In: Proceedings of Machine Learning and Systems. Vol 6. ; 2024.
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2024 |
Published |
Thesis | PhD |
IST-REx-ID: 17490 |
Markov I. Communication-efficient distributed training of deep neural networks : An algorithms and systems perspective. 2024. doi:10.15479/at:ista:17490
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2024 |
Published |
Conference Paper |
IST-REx-ID: 17456 |
Markov I, Alimohammadi K, Frantar E, Alistarh D-A. L-GreCo: Layerwise-adaptive gradient compression for efficient data-parallel deep learning. In: Gibbons P, Pekhimenko G, De Sa C, eds. Proceedings of Machine Learning and Systems . Vol 6. Association for Computing Machinery; 2024.
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| arXiv
2024 |
Published |
Thesis | PhD |
IST-REx-ID: 18766 |
Datler J. Elucidating the structural determinants of the poxvirus core using multi-modal cryo-EM. 2024. doi:10.15479/at:ista:18766
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2024 |
Published |
Journal Article |
IST-REx-ID: 14979 |
Datler J, Hansen J, Thader A, et al. Multi-modal cryo-EM reveals trimers of protein A10 to form the palisade layer in poxvirus cores. Nature Structural & Molecular Biology. 2024;31:1114-1123. doi:10.1038/s41594-023-01201-6
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| PubMed | Europe PMC
2024 |
Published |
Thesis | PhD |
IST-REx-ID: 17850 |
Gonzalez Somermeyer L. Fitness landscapes of orthologous green fluorescent proteins. 2024. doi:10.15479/at:ista:17850
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2024 |
Published |
Journal Article |
IST-REx-ID: 14901 |
Nomura K, Rella S, Merritt H, et al. Tipping points of space debris in low earth orbit. International Journal of the Commons. 2024;18(1). doi:10.5334/ijc.1275
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2024 |
Published |
Thesis | PhD |
IST-REx-ID: 18076 |
Sagi O. Hybrid circuits on planar Germanium. 2024. doi:10.15479/at:ista:18076
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2024 |
Published |
Conference Paper |
IST-REx-ID: 17170 |
Attali D, Kourimska H, Fillmore CD, et al. Tight bounds for the learning of homotopy à la Niyogi, Smale, and Weinberger for subsets of euclidean spaces and of Riemannian manifolds. In: 40th International Symposium on Computational Geometry. Vol 293. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2024:11:1-11:19. doi:10.4230/LIPIcs.SoCG.2024.11
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| arXiv
2024 |
Published |
Journal Article |
IST-REx-ID: 17202 |
Sagi O, Crippa A, Valentini M, et al. A gate tunable transmon qubit in planar Ge. Nature Communications. 2024;15. doi:10.1038/s41467-024-50763-6
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| arXiv
2024 |
Research Data |
IST-REx-ID: 17196 |
Sagi O. A gate-tunable transmon in planar Ge. 2024. doi:10.15479/AT:ISTA:17196
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2024 |
Published |
Journal Article |
IST-REx-ID: 17141 |
Zhang Z, Chen H, Peng S, Han H. Slow and rapid auxin responses in Arabidopsis. Journal of Experimental Botany. 2024;75(18). doi:10.1093/jxb/erae246
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