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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 | OA
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 | OA
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).
[Published Version] View | DOI | Download Published Version (ext.)
 

2021 | Published | Conference Paper | IST-REx-ID: 18239 | OA
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 | OA
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 | OA
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 | OA
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.
View | DOI
 

2021 | Published | Conference Paper | IST-REx-ID: 18244 | OA
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 | OA
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 | OA
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 | OA
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 | OA
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).
[Published Version] View | DOI | Download Published Version (ext.)
 

2021 | Published | Journal Article | IST-REx-ID: 12584 | OA
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.
[Published Version] View | DOI | Download Published Version (ext.)
 

2021 | Published | Journal Article | IST-REx-ID: 12585 | OA
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).
[Published Version] View | DOI | Download Published Version (ext.)
 

2021 | Published | Journal Article | IST-REx-ID: 12586 | OA
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).
[Published Version] View | DOI | Download Published Version (ext.)
 

2021 | Published | Journal Article | IST-REx-ID: 12587 | OA
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.
[Published Version] View | DOI | Download Published Version (ext.)
 

2021 | Published | Journal Article | IST-REx-ID: 12588 | OA
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).
[Published Version] View | DOI | Download Published Version (ext.)
 

2021 | Published | Journal Article | IST-REx-ID: 12589 | OA
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.
[Published Version] View | DOI | Download Published Version (ext.)
 

2021 | Published | Journal Article | IST-REx-ID: 12590 | OA
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).
[Published Version] View | DOI | Download Published Version (ext.)
 

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