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11357 Publications

2021 | Published | Journal Article | IST-REx-ID: 18236

Meeting the unmet needs of clinicians from AI systems showcased for cardiology with deep-learning–based ECG analysis
Y. Elul, A.A. Rosenberg, A. Schuster, A.M. Bronstein, Y. Yaniv, Proceedings of the National Academy of Sciences 118 (2021).

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

2021 | Published | Journal Article | IST-REx-ID: 18237 |

UNIQ: Uniform Noise Injection for Non-Uniform Quantization of neural networks
C. Baskin, N. Liss, E. Schwartz, E. Zheltonozhskii, R. Giryes, A.M. Bronstein, A. Mendelson, ACM Transactions on Computer Systems 37 (2021) 1–15.

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

2021 | Published | Journal Article | IST-REx-ID: 18238 |

Early-stage neural network hardware performance analysis
A. Karbachevsky, C. Baskin, E. Zheltonozhskii, Y. Yermolin, F. Gabbay, A.M. Bronstein, A. Mendelson, Sustainability 13 (2021).

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2021 | Published | Conference Paper | IST-REx-ID: 18239 |

Detector-free weakly supervised grounding by separation
A. Arbelle, S. Doveh, A. Alfassy, J. Shtok, G. Lev, E. Schwartz, H. Kuehne, H.B. Levi, P. Sattigeri, R. Panda, C.-F. Chen, A.M. Bronstein, K. Saenko, S. Ullman, R. Giryes, R. Feris, L. Karlinsky, in:, IEEE/CVF International Conference on Computer Vision, Institute of Electrical and Electronics Engineers, 2021.

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

2021 | Published | Conference Paper | IST-REx-ID: 18240 |

Digital gimbal: End-to-end deep image stabilization with learnable exposure times
O. Dahary, M. Jacoby, A.M. Bronstein, in:, IEEE/CVF Conference on Computer Vision and Pattern Recognition, Institute of Electrical and Electronics Engineers, 2021.

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

2021 | Published | Conference Paper | IST-REx-ID: 18241 |

Joint optimization of system design and reconstruction in MIMO radar imaging
T. Weiss, N. Peretz, S. Vedula, A. Feuer, A.M. Bronstein, in:, 31st International Workshop on Machine Learning for Signal Processing, Institute of Electrical and Electronics Engineers, 2021.

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

2021 | Published | Book Chapter | IST-REx-ID: 18242 |

Towards learned optimal q-space sampling in diffusion MRI
T. Weiss, S. Vedula, O. Senouf, O. Michailovich, A.M. Bronstein, in:, N. Gyori, J. Hutter, V. Nath, M. Palombo, M. Pizzolato, F. Zhang (Eds.), Computational Diffusion MRI, Springer Nature, Cham, 2021, pp. 13–28.

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

2021 | Published | Conference Paper | IST-REx-ID: 18243

GRASP: Graph alignment through spectral signatures
J. Hermanns, A. Tsitsulin, M. Munkhoeva, A.M. Bronstein, D. Mottin, P. Karras, in:, International Joint Conference on Asia-Paciﬁc Web and Web-Age Information Management, Springer Nature, 2021, pp. 44–52.

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2021 | Published | Conference Paper | IST-REx-ID: 18244 |

Do we need depth in state-uf-the-art face authentication?
A. Livne, Z. Aviv, S. Grofit, A.M. Bronstein, R. Kimmel, in:, 2020 International Conference on 3D Vision (3DV), IEEE, 2021.

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

2021 | Published | Journal Article | IST-REx-ID: 12308 |

Primitive divisors of sequences associated to elliptic curves with complex multiplication
M. Verzobio, Research in Number Theory 7 (2021).

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2021 | Published | Journal Article | IST-REx-ID: 12309 |

Primitive divisors of elliptic divisibility sequences for elliptic curves with j=1728
M. Verzobio, Acta Arithmetica 198 (2021) 129–168.

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

2021 | Submitted | Preprint | IST-REx-ID: 12314 |

A recurrence relation for elliptic divisibility sequences
M. Verzobio, ArXiv (n.d.).

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

2021 | Published | Journal Article | IST-REx-ID: 12583 |

The energy and mass balance of Peruvian Glaciers
C.L. Fyffe, E. Potter, S. Fugger, A. Orr, S. Fatichi, E. Loarte, K. Medina, R.Å. Hellström, M. Bernat, C. Aubry‐Wake, W. Gurgiser, L.B. Perry, W. Suarez, D.J. Quincey, F. Pellicciotti, Journal of Geophysical Research: Atmospheres 126 (2021).

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2021 | Published | Journal Article | IST-REx-ID: 12584 |

Multi-source hydrological data products to monitor High Asian river basins and regional water security
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 |

Health and sustainability of glaciers in High Mountain Asia
E. Miles, M. McCarthy, A. Dehecq, M. Kneib, S. Fugger, F. Pellicciotti, Nature Communications 12 (2021).

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2021 | Published | Journal Article | IST-REx-ID: 12586 |

Interannual dynamics of ice cliff populations on debris‐covered glaciers from remote sensing observations and stochastic modeling
M. Kneib, E.S. Miles, P. Buri, P. Molnar, M. McCarthy, S. Fugger, F. Pellicciotti, Journal of Geophysical Research: Earth Surface 126 (2021).

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2021 | Published | Journal Article | IST-REx-ID: 12587 |

Using climate reanalysis data in conjunction with multi-temporal satellite thermal imagery to derive supraglacial debris thickness changes from energy-balance modelling
R.L. Stewart, M. Westoby, F. Pellicciotti, A. Rowan, D. Swift, B. Brock, J. Woodward, Journal of Glaciology 67 (2021) 366–384.

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2021 | Published | Journal Article | IST-REx-ID: 12588 |

Supraglacial ice cliffs can substantially increase the mass loss of debris‐covered glaciers
P. Buri, E.S. Miles, J.F. Steiner, S. Ragettli, F. Pellicciotti, Geophysical Research Letters 48 (2021).

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2021 | Published | Journal Article | IST-REx-ID: 12589 |

Distributed summer air temperatures across mountain glaciers in the south-east Tibetan Plateau: Temperature sensitivity and comparison with existing glacier datasets
T.E. Shaw, W. Yang, Á. Ayala, C. Bravo, C. Zhao, F. Pellicciotti, The Cryosphere 15 (2021) 595–614.

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2021 | Published | Journal Article | IST-REx-ID: 12590 |

Mapping ice cliffs on debris-covered glaciers using multispectral satellite images
M. Kneib, E.S. Miles, S. Jola, P. Buri, S. Herreid, A. Bhattacharya, C.S. Watson, T. Bolch, D. Quincey, F. Pellicciotti, Remote Sensing of Environment 253 (2021).

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