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708 Publications


2020 | Published | Journal Article | IST-REx-ID: 18194 | OA [Published Version] View | DOI | Download Published Version (ext.) | arXiv
 

2020 | Published | Journal Article | IST-REx-ID: 18228 | OA
Horizontal flows and manifold stochastics in geometric deep learning
S. Sommer, A.M. Bronstein, IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (2020) 811–822.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2020 | Published | Journal Article | IST-REx-ID: 18245
Intel® RealSense™ SR300 coded light depth camera
A. Zabatani, V. Surazhsky, E. Sperling, S.B. Moshe, O. Menashe, D.H. Silver, Z. Karni, A.M. Bronstein, M.K. Bronstein, R. Kimmel, IEEE Transactions on Pattern Analysis and Machine Intelligence 42 (2020) 2333–2345.
View | DOI | PubMed | Europe PMC
 

2020 | Published | Journal Article | IST-REx-ID: 18246
Generating adversarial surfaces via band‐limited perturbations
G. Mariani, L. Cosmo, A.M. Bronstein, E. Rodolà, Computer Graphics Forum 39 (2020) 253–264.
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2020 | Published | Conference Paper | IST-REx-ID: 18247 | OA
Feature map transform coding for energy-efficient CNN inference
B. Chmiel, C. Baskin, E. Zheltonozhskii, R. Banner, Y. Yermolin, A. Karbachevsky, A.M. Bronstein, A. Mendelson, in:, 2020 International Joint Conference on Neural Networks (IJCNN), IEEE, 2020.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2020 | Published | Conference Paper | IST-REx-ID: 18248
Self-supervised object detection and retrieval using unlabeled videos
E. Amrani, R. Ben-Ari, I. Shapira, T. Hakim, A.M. Bronstein, in:, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), IEEE, 2020.
View | DOI
 

2020 | Published | Conference Paper | IST-REx-ID: 18249 | OA
Joint learning of cartesian undersampling and reconstruction for accelerated MRI
T. Weiss, S. Vedula, O. Senouf, O. Michailovich, M. Zibulevsky, A.M. Bronstein, in:, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, 2020.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2020 | Published | Journal Article | IST-REx-ID: 18250 | OA
Hamiltonian operator for spectral shape analysis
Y. Choukroun, A. Shtern, A.M. Bronstein, R. Kimmel, IEEE Transactions on Visualization and Computer Graphics 26 (2020) 1320–1331.
[Preprint] View | DOI | Download Preprint (ext.) | PubMed | Europe PMC | arXiv
 

2020 | Published | Conference Paper | IST-REx-ID: 18251
3D FLAT: Feasible learned acquisition trajectories for accelerated MRI
J. Alush-Aben, L. Ackerman-Schraier, T. Weiss, S. Vedula, O. Senouf, A.M. Bronstein, in:, International Workshop on Machine Learning for Medical Image Reconstruction, Springer Nature, 2020, pp. 3–16.
View | DOI
 

2020 | Published | Journal Article | IST-REx-ID: 18252
Overparameterized models for vector fields
K. Rotker, D.B. Bashat, A.M. Bronstein, SIAM Journal on Imaging Sciences 13 (2020) 1386–1414.
View | DOI
 

2020 | Published | Journal Article | IST-REx-ID: 18253 | OA
Access to PCNA by Srs2 and Elg1 controls the choice between alternative repair pathways in Saccharomyces cerevisiae
M. Arbel, A.M. Bronstein, S. Sau, B. Liefshitz, M. Kupiec, MBio 11 (2020).
[Published Version] View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 

2020 | Published | Conference Paper | IST-REx-ID: 18255 | OA
Learning to detect and retrieve objects from unlabeled videos
E. Amrani, R. Ben-Ari, T. Hakim, A.M. Bronstein, in:, 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW), IEEE, 2020.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2020 | Published | Conference Paper | IST-REx-ID: 18258
Repmet: Representative-based metric learning for classification and few-shot object detection
L. Karlinsky, J. Shtok, S. Harary, E. Schwartz, A. Aides, R. Feris, R. Giryes, A.M. Bronstein, in:, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), IEEE, 2020.
View | DOI
 

2020 | Published | Conference Paper | IST-REx-ID: 18259 | OA
Laso: Label-set operations networks for multi-label few-shot learning
A. Alfassy, L. Karlinsky, A. Aides, J. Shtok, S. Harary, R. Feris, R. Giryes, A.M. Bronstein, in:, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), IEEE, 2020.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2020 | Published | Conference Paper | IST-REx-ID: 18260
Unsupervised learning of dense shape correspondence
O. Halimi, O. Litany, E.R. Rodola, A.M. Bronstein, R. Kimmel, in:, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), IEEE, 2020.
View | DOI
 

2020 | Published | Journal Article | IST-REx-ID: 12310 | OA
Primitive divisors of sequences associated to elliptic curves
M. Verzobio, Journal of Number Theory 209 (2020) 378–390.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2020 | Published | Journal Article | IST-REx-ID: 12593
The state of rock debris covering Earth’s glaciers
S. Herreid, F. Pellicciotti, Nature Geoscience 13 (2020) 621–627.
View | Files available | DOI
 

2020 | Published | Journal Article | IST-REx-ID: 12594 | OA
The utility of optical satellite winter snow depths for initializing a glacio‐hydrological model of a High‐Elevation, Andean catchment
T.E. Shaw, A. Caro, P. Mendoza, Á. Ayala, F. Pellicciotti, S. Gascoin, J. McPhee, Water Resources Research 56 (2020).
[Published Version] View | DOI | Download Published Version (ext.)
 

2020 | Published | Journal Article | IST-REx-ID: 12595 | OA
Seasonal dynamics of a temperate Tibetan glacier revealed by high-resolution UAV photogrammetry and in situ measurements
W. Yang, C. Zhao, M. Westoby, T. Yao, Y. Wang, F. Pellicciotti, J. Zhou, Z. He, E. Miles, Remote Sensing 12 (2020).
[Published Version] View | DOI | Download Published Version (ext.)
 

2020 | Published | Journal Article | IST-REx-ID: 12596 | OA
Glacier runoff variations since 1955 in the Maipo River basin, in the semiarid Andes of central Chile
Á. Ayala, D. Farías-Barahona, M. Huss, F. Pellicciotti, J. McPhee, D. Farinotti, The Cryosphere 14 (2020) 2005–2027.
[Published Version] View | DOI | Download Published Version (ext.)
 

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