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724 Publications


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 | OA
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
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2021 | Published | Journal Article | IST-REx-ID: 18238 | OA
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 | OA
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 | OA
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 | OA
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 | OA
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
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 

2021 | Published | Conference Paper | IST-REx-ID: 18243
Hermanns J, Tsitsulin A, Munkhoeva M, Bronstein AM, Mottin D, Karras P. GRASP: Graph alignment through spectral signatures. In: International Joint Conference on Asia-Pacific Web and Web-Age Information Management. Vol 12858. Springer Nature; 2021:44-52. doi:10.1007/978-3-030-85896-4_4
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2021 | Published | Conference Paper | IST-REx-ID: 18244 | OA
Livne A, Aviv Z, Grofit S, Bronstein AM, Kimmel R. Do we need depth in state-uf-the-art face authentication? In: 2020 International Conference on 3D Vision (3DV). IEEE; 2021. doi:10.1109/3dv50981.2020.00099
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2021 | Published | Journal Article | IST-REx-ID: 7685 | OA
Boccato C. The excitation spectrum of the Bose gas in the Gross-Pitaevskii regime. Reviews in Mathematical Physics. 2021;33(1). doi:10.1142/S0129055X20600065
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2021 | Published | Journal Article | IST-REx-ID: 7900 | OA
Benedikter NP. Bosonic collective excitations in Fermi gases. Reviews in Mathematical Physics. 2021;33(1). doi:10.1142/s0129055x20600090
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2021 | Published | Journal Article | IST-REx-ID: 7901 | OA
Benedikter NP, Nam PT, Porta M, Schlein B, Seiringer R. Correlation energy of a weakly interacting Fermi gas. Inventiones Mathematicae. 2021;225:885-979. doi:10.1007/s00222-021-01041-5
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2021 | Published | Journal Article | IST-REx-ID: 7905 | OA
Brown A, Wang B. Sheaf-theoretic stratification learning from geometric and topological perspectives. Discrete and Computational Geometry. 2021;65:1166-1198. doi:10.1007/s00454-020-00206-y
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2021 | Published | Journal Article | IST-REx-ID: 7925 | OA
Shehu Y, Gibali A. New inertial relaxed method for solving split feasibilities. Optimization Letters. 2021;15:2109-2126. doi:10.1007/s11590-020-01603-1
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2021 | Published | Journal Article | IST-REx-ID: 7939 | OA
Censor-Hillel K, Dory M, Korhonen J, Leitersdorf D. Fast approximate shortest paths in the congested clique. Distributed Computing. 2021;34:463-487. doi:10.1007/s00446-020-00380-5
[Published Version] View | Files available | DOI | Download Published Version (ext.) | WoS | arXiv
 

2021 | Published | Book Chapter | IST-REx-ID: 7941
Truckenbrodt SM, Rizzoli SO. Simple multi-color super-resolution by X10 microscopy. In: Methods in Cell Biology. Vol 161. Elsevier; 2021:33-56. doi:10.1016/bs.mcb.2020.04.016
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2021 | Published | Journal Article | IST-REx-ID: 8196 | OA
Shehu Y, Dong Q-L, Liu L-L, Yao J-C. New strong convergence method for the sum of two maximal monotone operators. Optimization and Engineering. 2021;22:2627-2653. doi:10.1007/s11081-020-09544-5
[Published Version] View | Files available | DOI | WoS
 

2021 | Published | Journal Article | IST-REx-ID: 8198 | OA
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 | OA
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 | OA
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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