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11357 Publications
2020 |
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Journal Article |
IST-REx-ID: 18228 |
Sommer, Stefan, and Alex M. Bronstein. “Horizontal Flows and Manifold Stochastics in Geometric Deep Learning.” IEEE Transactions on Pattern Analysis and Machine Intelligence. Institute of Electrical and Electronics Engineers, 2020. https://doi.org/10.1109/tpami.2020.2994507.
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| arXiv
2020 |
Published |
Journal Article |
IST-REx-ID: 18245
Zabatani, Aviad, Vitaly Surazhsky, Erez Sperling, Sagi Ben Moshe, Ohad Menashe, David H. Silver, Zachi Karni, Alex M. Bronstein, Michael K Bronstein, and Ron Kimmel. “Intel® RealSenseTM SR300 Coded Light Depth Camera.” IEEE Transactions on Pattern Analysis and Machine Intelligence. Institute of Electrical and Electronics Engineers, 2020. https://doi.org/10.1109/tpami.2019.2915841.
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| PubMed | Europe PMC
2020 |
Published |
Journal Article |
IST-REx-ID: 18246
Mariani, G., L. Cosmo, Alex M. Bronstein, and E. Rodolà. “Generating Adversarial Surfaces via Band‐limited Perturbations.” Computer Graphics Forum. Wiley, 2020. https://doi.org/10.1111/cgf.14083.
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2020 |
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Conference Paper |
IST-REx-ID: 18247 |
Chmiel, Brian, Chaim Baskin, Evgenii Zheltonozhskii, Ron Banner, Yevgeny Yermolin, Alex Karbachevsky, Alex M. Bronstein, and Avi Mendelson. “Feature Map Transform Coding for Energy-Efficient CNN Inference.” In 2020 International Joint Conference on Neural Networks (IJCNN). IEEE, 2020. https://doi.org/10.1109/ijcnn48605.2020.9206968.
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| arXiv
2020 |
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Conference Paper |
IST-REx-ID: 18248
Amrani, Elad, Rami Ben-Ari, Inbar Shapira, Tal Hakim, and Alex M. Bronstein. “Self-Supervised Object Detection and Retrieval Using Unlabeled Videos.” In 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). IEEE, 2020. https://doi.org/10.1109/cvprw50498.2020.00485.
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2020 |
Published |
Conference Paper |
IST-REx-ID: 18249 |
Weiss, Tomer, Sanketh Vedula, Ortal Senouf, Oleg Michailovich, Michael Zibulevsky, and Alex M. Bronstein. “Joint Learning of Cartesian Undersampling and Reconstruction for Accelerated MRI.” In ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2020. https://doi.org/10.1109/icassp40776.2020.9054542.
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| arXiv
2020 |
Published |
Journal Article |
IST-REx-ID: 18250 |
Choukroun, Yoni, Alon Shtern, Alex M. Bronstein, and Ron Kimmel. “Hamiltonian Operator for Spectral Shape Analysis.” IEEE Transactions on Visualization and Computer Graphics. Institute of Electrical and Electronics Engineers, 2020. https://doi.org/10.1109/tvcg.2018.2867513.
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| PubMed | Europe PMC
| arXiv
2020 |
Published |
Conference Paper |
IST-REx-ID: 18251
Alush-Aben, Jonathan, Linor Ackerman-Schraier, Tomer Weiss, Sanketh Vedula, Ortal Senouf, and Alex M. Bronstein. “3D FLAT: Feasible Learned Acquisition Trajectories for Accelerated MRI.” In International Workshop on Machine Learning for Medical Image Reconstruction, 12450:3–16. Springer Nature, 2020. https://doi.org/10.1007/978-3-030-61598-7_1.
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2020 |
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Journal Article |
IST-REx-ID: 18252
Rotker, Keren, Dafna Ben Bashat, and Alex M. Bronstein. “Overparameterized Models for Vector Fields.” SIAM Journal on Imaging Sciences. Society for Industrial & Applied Mathematics, 2020. https://doi.org/10.1137/19m1280697.
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2020 |
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Journal Article |
IST-REx-ID: 18253 |
Arbel, Matan, Alex M. Bronstein, Soumitra Sau, Batia Liefshitz, and Martin Kupiec. “Access to PCNA by Srs2 and Elg1 Controls the Choice between Alternative Repair Pathways in Saccharomyces Cerevisiae.” MBio. American Society for Microbiology, 2020. https://doi.org/10.1128/mbio.00705-20.
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| PubMed | Europe PMC
2020 |
Published |
Conference Paper |
IST-REx-ID: 18255 |
Amrani, Elad, Rami Ben-Ari, Tal Hakim, and Alex M. Bronstein. “Learning to Detect and Retrieve Objects from Unlabeled Videos.” In 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW). IEEE, 2020. https://doi.org/10.1109/iccvw.2019.00567.
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| arXiv
2020 |
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Conference Paper |
IST-REx-ID: 18258
Karlinsky, Leonid, Joseph Shtok, Sivan Harary, Eli Schwartz, Amit Aides, Rogerio Feris, Raja Giryes, and Alex M. Bronstein. “Repmet: Representative-Based Metric Learning for Classification and Few-Shot Object Detection.” In 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, 2020. https://doi.org/10.1109/cvpr.2019.00534.
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2020 |
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Conference Paper |
IST-REx-ID: 18259 |
Alfassy, Amit, Leonid Karlinsky, Amit Aides, Joseph Shtok, Sivan Harary, Rogerio Feris, Raja Giryes, and Alex M. Bronstein. “Laso: Label-Set Operations Networks for Multi-Label Few-Shot Learning.” In 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, 2020. https://doi.org/10.1109/cvpr.2019.00671.
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| arXiv
2020 |
Published |
Conference Paper |
IST-REx-ID: 18260
Halimi, Oshri, Or Litany, Emanuele Rodola Rodola, Alex M. Bronstein, and Ron Kimmel. “Unsupervised Learning of Dense Shape Correspondence.” In 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, 2020. https://doi.org/10.1109/cvpr.2019.00450.
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2020 |
Published |
Journal Article |
IST-REx-ID: 12310 |
Verzobio, Matteo. “Primitive Divisors of Sequences Associated to Elliptic Curves.” Journal of Number Theory. Elsevier, 2020. https://doi.org/10.1016/j.jnt.2019.09.003.
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| arXiv
2020 |
Published |
Journal Article |
IST-REx-ID: 12593
Herreid, Sam, and Francesca Pellicciotti. “The State of Rock Debris Covering Earth’s Glaciers.” Nature Geoscience. Springer Nature, 2020. https://doi.org/10.1038/s41561-020-0615-0.
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2020 |
Published |
Journal Article |
IST-REx-ID: 12594 |
Shaw, Thomas E., Alexis Caro, Pablo Mendoza, Álvaro Ayala, Francesca Pellicciotti, Simon Gascoin, and James McPhee. “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, 2020. https://doi.org/10.1029/2020wr027188.
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2020 |
Published |
Journal Article |
IST-REx-ID: 12595 |
Yang, Wei, Chuanxi Zhao, Matthew Westoby, Tandong Yao, Yongjie Wang, Francesca Pellicciotti, Jianmin Zhou, Zhen He, and Evan Miles. “Seasonal Dynamics of a Temperate Tibetan Glacier Revealed by High-Resolution UAV Photogrammetry and in Situ Measurements.” Remote Sensing. MDPI, 2020. https://doi.org/10.3390/rs12152389.
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2020 |
Published |
Journal Article |
IST-REx-ID: 12596 |
Ayala, Álvaro, David Farías-Barahona, Matthias Huss, Francesca Pellicciotti, James McPhee, and Daniel Farinotti. “Glacier Runoff Variations since 1955 in the Maipo River Basin, in the Semiarid Andes of Central Chile.” The Cryosphere. Copernicus Publications, 2020. https://doi.org/10.5194/tc-14-2005-2020.
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2020 |
Published |
Journal Article |
IST-REx-ID: 12597 |
Troxler, Patrick, Álvaro Ayala, Thomas E. Shaw, Matt Nolan, Ben W. Brock, and Francesca Pellicciotti. “Modelling Spatial Patterns of Near-Surface Air Temperature over a Decade of Melt Seasons on McCall Glacier, Alaska.” Journal of Glaciology. Cambridge University Press, 2020. https://doi.org/10.1017/jog.2020.12.
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