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11357 Publications


2021 | Published | Journal Article | IST-REx-ID: 18193 | OA
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 | OA
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
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 

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

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
[Published Version] View | DOI | PubMed | Europe PMC
 

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
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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: 12308 | OA
Verzobio M. Primitive divisors of sequences associated to elliptic curves with complex multiplication. Research in Number Theory. 2021;7(2). doi:10.1007/s40993-021-00267-9
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2021 | Published | Journal Article | IST-REx-ID: 12309 | OA
Verzobio M. Primitive divisors of elliptic divisibility sequences for elliptic curves with j=1728. Acta Arithmetica. 2021;198(2):129-168. doi:10.4064/aa191016-30-7
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2021 | Submitted | Preprint | IST-REx-ID: 12314 | OA
Verzobio M. A recurrence relation for elliptic divisibility sequences. arXiv. doi:10.48550/arXiv.2102.07573
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2021 | Published | Journal Article | IST-REx-ID: 12583 | OA
Fyffe CL, Potter E, Fugger S, et al. The energy and mass balance of Peruvian Glaciers. Journal of Geophysical Research: Atmospheres. 2021;126(23). doi:10.1029/2021jd034911
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2021 | Published | Journal Article | IST-REx-ID: 12584 | OA
Menenti M, Li X, Jia L, Yang K, Pellicciotti F, Mancini M, Shi J, Escorihuela MJ, Zheng C, Chen Q, Lu J, Zhou J, Hu G, Ren S, Zhang J, Liu Q, Qiu Y, Huang C, Zhou J, Han X, Pan X, Li H, Wu Y, Ding B, Yang W, Buri P, McCarthy MJ, Miles ES, Shaw TE, Ma C, Zhou Y, Corbari C, Li R, Zhao T, Stefan V, Gao Q, Zhang J, Xie Q, Wang N, Sun Y, Mo X, Jia J, Jouberton AP, Kneib M, Fugger S, Paciolla N, Paolini G. 2021. Multi-source hydrological data products to monitor High Asian river basins and regional water security. Remote Sensing. 13(24), 5122.
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2021 | Published | Journal Article | IST-REx-ID: 12585 | OA
Miles E, McCarthy M, Dehecq A, Kneib M, Fugger S, Pellicciotti F. Health and sustainability of glaciers in High Mountain Asia. Nature Communications. 2021;12. doi:10.1038/s41467-021-23073-4
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2021 | Published | Journal Article | IST-REx-ID: 12586 | OA
Kneib M, Miles ES, Buri P, et al. Interannual dynamics of ice cliff populations on debris‐covered glaciers from remote sensing observations and stochastic modeling. Journal of Geophysical Research: Earth Surface. 2021;126(10). doi:10.1029/2021jf006179
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