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11357 Publications


2020 | Published | Journal Article | IST-REx-ID: 18228 | OA
Sommer, S., & Bronstein, A. M. (2020). Horizontal flows and manifold stochastics in geometric deep learning. IEEE Transactions on Pattern Analysis and Machine Intelligence. Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/tpami.2020.2994507
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2020 | Published | Journal Article | IST-REx-ID: 18245
Zabatani, A., Surazhsky, V., Sperling, E., Moshe, S. B., Menashe, O., Silver, D. H., … Kimmel, R. (2020). Intel® RealSenseTM SR300 coded light depth camera. IEEE Transactions on Pattern Analysis and Machine Intelligence. Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/tpami.2019.2915841
View | DOI | PubMed | Europe PMC
 

2020 | Published | Journal Article | IST-REx-ID: 18246
Mariani, G., Cosmo, L., Bronstein, A. M., & Rodolà, E. (2020). Generating adversarial surfaces via band‐limited perturbations. Computer Graphics Forum. Wiley. https://doi.org/10.1111/cgf.14083
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2020 | Published | Conference Paper | IST-REx-ID: 18247 | OA
Chmiel, B., Baskin, C., Zheltonozhskii, E., Banner, R., Yermolin, Y., Karbachevsky, A., … Mendelson, A. (2020). Feature map transform coding for energy-efficient CNN inference. In 2020 International Joint Conference on Neural Networks (IJCNN). Glasgow, United Kingdom: IEEE. https://doi.org/10.1109/ijcnn48605.2020.9206968
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2020 | Published | Conference Paper | IST-REx-ID: 18248
Amrani, E., Ben-Ari, R., Shapira, I., Hakim, T., & Bronstein, A. M. (2020). Self-supervised object detection and retrieval using unlabeled videos. In 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). Seattle, WA, United States: IEEE. https://doi.org/10.1109/cvprw50498.2020.00485
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2020 | Published | Conference Paper | IST-REx-ID: 18249 | OA
Weiss, T., Vedula, S., Senouf, O., Michailovich, O., Zibulevsky, M., & Bronstein, A. M. (2020). Joint learning of cartesian undersampling and reconstruction for accelerated MRI. In ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Barcelona, Spain: IEEE. https://doi.org/10.1109/icassp40776.2020.9054542
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2020 | Published | Journal Article | IST-REx-ID: 18250 | OA
Choukroun, Y., Shtern, A., Bronstein, A. M., & Kimmel, R. (2020). Hamiltonian operator for spectral shape analysis. IEEE Transactions on Visualization and Computer Graphics. Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/tvcg.2018.2867513
[Preprint] View | DOI | Download Preprint (ext.) | PubMed | Europe PMC | arXiv
 

2020 | Published | Conference Paper | IST-REx-ID: 18251
Alush-Aben, J., Ackerman-Schraier, L., Weiss, T., Vedula, S., Senouf, O., & Bronstein, A. M. (2020). 3D FLAT: Feasible learned acquisition trajectories for accelerated MRI. In International Workshop on Machine Learning for Medical Image Reconstruction (Vol. 12450, pp. 3–16). Lima, Peru: Springer Nature. https://doi.org/10.1007/978-3-030-61598-7_1
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2020 | Published | Journal Article | IST-REx-ID: 18252
Rotker, K., Bashat, D. B., & Bronstein, A. M. (2020). Overparameterized models for vector fields. SIAM Journal on Imaging Sciences. Society for Industrial & Applied Mathematics. https://doi.org/10.1137/19m1280697
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2020 | Published | Journal Article | IST-REx-ID: 18253 | OA
Arbel, M., Bronstein, A. M., Sau, S., Liefshitz, B., & Kupiec, M. (2020). Access to PCNA by Srs2 and Elg1 controls the choice between alternative repair pathways in Saccharomyces cerevisiae. MBio. American Society for Microbiology. https://doi.org/10.1128/mbio.00705-20
[Published Version] View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 

2020 | Published | Conference Paper | IST-REx-ID: 18255 | OA
Amrani, E., Ben-Ari, R., Hakim, T., & Bronstein, A. M. (2020). Learning to detect and retrieve objects from unlabeled videos. In 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW). Seoul, Korea (South): IEEE. https://doi.org/10.1109/iccvw.2019.00567
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2020 | Published | Conference Paper | IST-REx-ID: 18258
Karlinsky, L., Shtok, J., Harary, S., Schwartz, E., Aides, A., Feris, R., … Bronstein, A. M. (2020). Repmet: Representative-based metric learning for classification and few-shot object detection. In 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Long Beach, CA, United States: IEEE. https://doi.org/10.1109/cvpr.2019.00534
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2020 | Published | Conference Paper | IST-REx-ID: 18259 | OA
Alfassy, A., Karlinsky, L., Aides, A., Shtok, J., Harary, S., Feris, R., … Bronstein, A. M. (2020). Laso: Label-set operations networks for multi-label few-shot learning. In 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Long Beach, CA, United States: IEEE. https://doi.org/10.1109/cvpr.2019.00671
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2020 | Published | Conference Paper | IST-REx-ID: 18260
Halimi, O., Litany, O., Rodola, E. R., Bronstein, A. M., & Kimmel, R. (2020). Unsupervised learning of dense shape correspondence. In 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Long Beach, CA, United States: IEEE. https://doi.org/10.1109/cvpr.2019.00450
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2020 | Published | Journal Article | IST-REx-ID: 12310 | OA
Verzobio, M. (2020). Primitive divisors of sequences associated to elliptic curves. Journal of Number Theory. Elsevier. https://doi.org/10.1016/j.jnt.2019.09.003
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2020 | Published | Journal Article | IST-REx-ID: 12593
Herreid, S., & Pellicciotti, F. (2020). The state of rock debris covering Earth’s glaciers. Nature Geoscience. Springer Nature. https://doi.org/10.1038/s41561-020-0615-0
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2020 | Published | Journal Article | IST-REx-ID: 12594 | OA
Shaw, T. E., Caro, A., Mendoza, P., Ayala, Á., Pellicciotti, F., Gascoin, S., & McPhee, J. (2020). The utility of optical satellite winter snow depths for initializing a glacio‐hydrological model of a High‐Elevation, Andean catchment. Water Resources Research. American Geophysical Union. https://doi.org/10.1029/2020wr027188
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2020 | Published | Journal Article | IST-REx-ID: 12595 | OA
Yang, W., Zhao, C., Westoby, M., Yao, T., Wang, Y., Pellicciotti, F., … Miles, E. (2020). Seasonal dynamics of a temperate Tibetan glacier revealed by high-resolution UAV photogrammetry and in situ measurements. Remote Sensing. MDPI. https://doi.org/10.3390/rs12152389
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2020 | Published | Journal Article | IST-REx-ID: 12596 | OA
Ayala, Á., Farías-Barahona, D., Huss, M., Pellicciotti, F., McPhee, J., & Farinotti, D. (2020). Glacier runoff variations since 1955 in the Maipo River basin, in the semiarid Andes of central Chile. The Cryosphere. Copernicus Publications. https://doi.org/10.5194/tc-14-2005-2020
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2020 | Published | Journal Article | IST-REx-ID: 12597 | OA
Troxler, P., Ayala, Á., Shaw, T. E., Nolan, M., Brock, B. W., & Pellicciotti, F. (2020). Modelling spatial patterns of near-surface air temperature over a decade of melt seasons on McCall Glacier, Alaska. Journal of Glaciology. Cambridge University Press. https://doi.org/10.1017/jog.2020.12
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