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10552 Publications
2021 | Published | Journal Article | IST-REx-ID: 8198 | 
Diringer AA, Gulden T. Impact of drive harmonics on the stability of Floquet many-body localization. Physical Review B. 2021;103(21). doi:10.1103/PhysRevB.103.214204
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2021 | Published | Journal Article | IST-REx-ID: 8248 |
Boissonnat J-D, Dyer R, Ghosh A, Lieutier A, Wintraecken M. Local conditions for triangulating submanifolds of Euclidean space. Discrete and Computational Geometry. 2021;66:666-686. doi:10.1007/s00454-020-00233-9
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2021 | Published | Journal Article | IST-REx-ID: 8253 |
Zenke F, Vogels TP. The remarkable robustness of surrogate gradient learning for instilling complex function in spiking neural networks. Neural Computation. 2021;33(4):899-925. doi:10.1162/neco_a_01367
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2021 | Published | Journal Article | IST-REx-ID: 8317 |
Aichholzer O, Akitaya HA, Cheung KC, et al. Folding polyominoes with holes into a cube. Computational Geometry: Theory and Applications. 2021;93. doi:10.1016/j.comgeo.2020.101700
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2021 | Published | Journal Article | IST-REx-ID: 8338 |
Akopyan A, Bobenko AI, Schief WK, Techter J. On mutually diagonal nets on (confocal) quadrics and 3-dimensional webs. Discrete and Computational Geometry. 2021;66:938-976. doi:10.1007/s00454-020-00240-w
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2021 | Published | Journal Article | IST-REx-ID: 8373 |
Pitrik J, Virosztek D. A divergence center interpretation of general symmetric Kubo-Ando means, and related weighted multivariate operator means. Linear Algebra and its Applications. 2021;609:203-217. doi:10.1016/j.laa.2020.09.007
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2021 | Published | Journal Article | IST-REx-ID: 8429 |
Patxot M, Trejo Banos D, Kousathanas A, et al. Probabilistic inference of the genetic architecture underlying functional enrichment of complex traits. Nature Communications. 2021;12(1). doi:10.1038/s41467-021-27258-9
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2021 | Published | Journal Article | IST-REx-ID: 8430 |
Ojavee SE, Kousathanas A, Trejo Banos D, et al. Genomic architecture and prediction of censored time-to-event phenotypes with a Bayesian genome-wide analysis. Nature Communications. 2021;12(1). doi:10.1038/s41467-021-22538-w
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2021 | Published | Journal Article | IST-REx-ID: 18192 |
Bohrdt A, Kim S, Lukin A, et al. Analyzing nonequilibrium quantum states through snapshots with artificial neural networks. Physical Review Letters. 2021;127(15). doi:10.1103/physrevlett.127.150504
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2021 | Published | Journal Article | IST-REx-ID: 18193 |
Palm FA, Buser M, Leonard J, Aidelsburger M, Schollwöck U, Grusdt F. Bosonic Pfaffian state in the Hofstadter-Bose-Hubbard model. Physical Review B. 2021;103(16). doi:10.1103/physrevb.103.l161101
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2021 | Published | Journal Article | IST-REx-ID: 18233 |
Nahshan Y, Chmiel B, Baskin C, et al. Loss aware post-training quantization. Machine Learning. 2021;110(11-12):3245-3262. doi:10.1007/s10994-021-06053-z
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2021 | Published | Journal Article | IST-REx-ID: 18234
Baskin C, Zheltonozhkii E, Rozen T, et al. NICE: Noise Injection and Clamping Estimation for neural network quantization. Mathematics. 2021;9(17). doi:10.3390/math9172144
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2021 | Published | Journal Article | IST-REx-ID: 18235 |
Doveh S, Schwartz E, Xue C, et al. MetAdapt: Meta-learned task-adaptive architecture for few-shot classification. Pattern Recognition Letters. 2021;149:130-136. doi:10.1016/j.patrec.2021.05.010
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2021 | Published | Journal Article | IST-REx-ID: 18236
Elul Y, Rosenberg AA, Schuster A, Bronstein AM, Yaniv Y. Meeting the unmet needs of clinicians from AI systems showcased for cardiology with deep-learning–based ECG analysis. Proceedings of the National Academy of Sciences. 2021;118(24). doi:10.1073/pnas.2020620118
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2021 | Published | Journal Article | IST-REx-ID: 18237 |
Baskin C, Liss N, Schwartz E, et al. UNIQ: Uniform Noise Injection for Non-Uniform Quantization of neural networks. ACM Transactions on Computer Systems. 2021;37(1-4):1-15. doi:10.1145/3444943
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2021 | Published | Journal Article | IST-REx-ID: 18238 |
Karbachevsky A, Baskin C, Zheltonozhskii E, et al. Early-stage neural network hardware performance analysis. Sustainability. 2021;13(2). doi:10.3390/su13020717
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2021 | Published | Conference Paper | IST-REx-ID: 18239 |
Arbelle A, Doveh S, Alfassy A, et al. Detector-free weakly supervised grounding by separation. In: IEEE/CVF International Conference on Computer Vision. Vol 15. Institute of Electrical and Electronics Engineers; 2021. doi:10.1109/iccv48922.2021.00182
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2021 | Published | Conference Paper | IST-REx-ID: 18240 |
Dahary O, Jacoby M, Bronstein AM. Digital gimbal: End-to-end deep image stabilization with learnable exposure times. In: IEEE/CVF Conference on Computer Vision and Pattern Recognition. Vol 38. Institute of Electrical and Electronics Engineers; 2021. doi:10.1109/cvpr46437.2021.01176
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2021 | Published | Conference Paper | IST-REx-ID: 18241 |
Weiss T, Peretz N, Vedula S, Feuer A, Bronstein AM. Joint optimization of system design and reconstruction in MIMO radar imaging. In: 31st International Workshop on Machine Learning for Signal Processing. Vol 4. Institute of Electrical and Electronics Engineers; 2021. doi:10.1109/mlsp52302.2021.9596168
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2021 | Published | Book Chapter | IST-REx-ID: 18242 |
Weiss T, Vedula S, Senouf O, Michailovich O, Bronstein AM. Towards learned optimal q-space sampling in diffusion MRI. In: Gyori N, Hutter J, Nath V, Palombo M, Pizzolato M, Zhang F, eds. Computational Diffusion MRI. Cham: Springer Nature; 2021:13-28. doi:10.1007/978-3-030-73018-5_2
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