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7668 Publications


2021 | Patent | IST-REx-ID: 14185 | OA
Weissenborn, D., Uszkoreit, J., Unterthiner, T., Mahendran, A., Locatello, F., Kipf, T., … Dosovitskiy, A. (2021). Object-centric learning with slot attention.
[Published Version] View | Download Published Version (ext.) | arXiv
 

2021 | Submitted | Preprint | IST-REx-ID: 14221 | OA
Locatello, F. (n.d.). Enforcing and discovering structure in machine learning. arXiv. https://doi.org/10.48550/arXiv.2111.13693
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2021 | Published | Journal Article | IST-REx-ID: 17899 | OA
Zhang, B., Garner, M. H., Li, L., Campos, L. M., Solomon, G. C., & Venkataraman, L. (2021). Destructive quantum interference in heterocyclic alkanes: The search for ultra-short molecular insulators. Chemical Science. Royal Society of Chemistry. https://doi.org/10.1039/d1sc02287c
[Published Version] View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 

2021 | Published | Journal Article | IST-REx-ID: 18192 | OA
Bohrdt, A., Kim, S., Lukin, A., Rispoli, M., Schittko, R., Knap, M., … Leonard, J. (2021). Analyzing nonequilibrium quantum states through snapshots with artificial neural networks. Physical Review Letters. American Physical Society. https://doi.org/10.1103/physrevlett.127.150504
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2021 | Published | Journal Article | IST-REx-ID: 18193 | OA
Palm, F. A., Buser, M., Leonard, J., Aidelsburger, M., Schollwöck, U., & Grusdt, F. (2021). Bosonic Pfaffian state in the Hofstadter-Bose-Hubbard model. Physical Review B. American Physical Society. https://doi.org/10.1103/physrevb.103.l161101
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2021 | Published | Journal Article | IST-REx-ID: 18233 | OA
Nahshan, Y., Chmiel, B., Baskin, C., Zheltonozhskii, E., Banner, R., Bronstein, A. M., & Mendelson, A. (2021). Loss aware post-training quantization. Machine Learning. Springer Nature. https://doi.org/10.1007/s10994-021-06053-z
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 

2021 | Published | Journal Article | IST-REx-ID: 18235 | OA
Doveh, S., Schwartz, E., Xue, C., Feris, R., Bronstein, A. M., Giryes, R., & Karlinsky, L. (2021). MetAdapt: Meta-learned task-adaptive architecture for few-shot classification. Pattern Recognition Letters. Elsevier. https://doi.org/10.1016/j.patrec.2021.05.010
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2021 | Published | Journal Article | IST-REx-ID: 18237 | OA
Baskin, C., Liss, N., Schwartz, E., Zheltonozhskii, E., Giryes, R., Bronstein, A. M., & Mendelson, A. (2021). UNIQ: Uniform Noise Injection for Non-Uniform Quantization of neural networks. ACM Transactions on Computer Systems. Association for Computing Machinery. https://doi.org/10.1145/3444943
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2021 | Published | Journal Article | IST-REx-ID: 18238 | OA
Karbachevsky, A., Baskin, C., Zheltonozhskii, E., Yermolin, Y., Gabbay, F., Bronstein, A. M., & Mendelson, A. (2021). Early-stage neural network hardware performance analysis. Sustainability. MDPI. https://doi.org/10.3390/su13020717
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2021 | Published | Conference Paper | IST-REx-ID: 18239 | OA
Arbelle, A., Doveh, S., Alfassy, A., Shtok, J., Lev, G., Schwartz, E., … Karlinsky, L. (2021). Detector-free weakly supervised grounding by separation. In IEEE/CVF International Conference on Computer Vision (Vol. 15). Montreal, Canada: Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/iccv48922.2021.00182
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2021 | Published | Conference Paper | IST-REx-ID: 18240 | OA
Dahary, O., Jacoby, M., & Bronstein, A. M. (2021). Digital gimbal: End-to-end deep image stabilization with learnable exposure times. In IEEE/CVF Conference on Computer Vision and Pattern Recognition (Vol. 38). Nashville, TN, United States: Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/cvpr46437.2021.01176
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2021 | Published | Conference Paper | IST-REx-ID: 18241 | OA
Weiss, T., Peretz, N., Vedula, S., Feuer, A., & Bronstein, A. M. (2021). Joint optimization of system design and reconstruction in MIMO radar imaging. In 31st International Workshop on Machine Learning for Signal Processing (Vol. 4). Gold Coast, Australia: Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/mlsp52302.2021.9596168
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2021 | Published | Book Chapter | IST-REx-ID: 18242 | OA
Weiss, T., Vedula, S., Senouf, O., Michailovich, O., & Bronstein, A. M. (2021). Towards learned optimal q-space sampling in diffusion MRI. In N. Gyori, J. Hutter, V. Nath, M. Palombo, M. Pizzolato, & F. Zhang (Eds.), Computational Diffusion MRI (pp. 13–28). Cham: Springer Nature. https://doi.org/10.1007/978-3-030-73018-5_2
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 

2021 | Published | Conference Paper | IST-REx-ID: 18244 | OA
Livne, A., Aviv, Z., Grofit, S., Bronstein, A. M., & Kimmel, R. (2021). Do we need depth in state-uf-the-art face authentication? In 2020 International Conference on 3D Vision (3DV). Fukuoka, Japan: IEEE. https://doi.org/10.1109/3dv50981.2020.00099
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2021 | Published | Journal Article | IST-REx-ID: 12308 | OA
Verzobio, M. (2021). Primitive divisors of sequences associated to elliptic curves with complex multiplication. Research in Number Theory. Springer Nature. https://doi.org/10.1007/s40993-021-00267-9
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2021 | Published | Journal Article | IST-REx-ID: 12309 | OA
Verzobio, M. (2021). Primitive divisors of elliptic divisibility sequences for elliptic curves with j=1728. Acta Arithmetica. Institute of Mathematics, Polish Academy of Sciences. https://doi.org/10.4064/aa191016-30-7
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2021 | Submitted | Preprint | IST-REx-ID: 12314 | OA
Verzobio, M. (n.d.). A recurrence relation for elliptic divisibility sequences. arXiv. https://doi.org/10.48550/arXiv.2102.07573
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2021 | Published | Journal Article | IST-REx-ID: 12583 | OA
Fyffe, C. L., Potter, E., Fugger, S., Orr, A., Fatichi, S., Loarte, E., … Pellicciotti, F. (2021). The energy and mass balance of Peruvian Glaciers. Journal of Geophysical Research: Atmospheres. American Geophysical Union. https://doi.org/10.1029/2021jd034911
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2021 | Published | Journal Article | IST-REx-ID: 12584 | OA
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 | OA
Miles, E., McCarthy, M., Dehecq, A., Kneib, M., Fugger, S., & Pellicciotti, F. (2021). Health and sustainability of glaciers in High Mountain Asia. Nature Communications. Springer Nature. https://doi.org/10.1038/s41467-021-23073-4
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