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703 Publications
2021 | Published | Journal Article | IST-REx-ID: 18233 | 
Nahshan Y, Chmiel B, Baskin C, Zheltonozhskii E, Banner R, Bronstein AM, Mendelson A. 2021. Loss aware post-training quantization. Machine Learning. 110(11–12), 3245–3262.
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2021 | Published | Journal Article | IST-REx-ID: 18234
Baskin C, Zheltonozhkii E, Rozen T, Liss N, Chai Y, Schwartz E, Giryes R, Bronstein AM, Mendelson A. 2021. NICE: Noise Injection and Clamping Estimation for neural network quantization. Mathematics. 9(17), 2144.
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2021 | Published | Journal Article | IST-REx-ID: 18235 |
Doveh S, Schwartz E, Xue C, Feris R, Bronstein AM, Giryes R, Karlinsky L. 2021. MetAdapt: Meta-learned task-adaptive architecture for few-shot classification. Pattern Recognition Letters. 149, 130–136.
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2021 | Published | Journal Article | IST-REx-ID: 18236
Elul Y, Rosenberg AA, Schuster A, Bronstein AM, Yaniv Y. 2021. Meeting the unmet needs of clinicians from AI systems showcased for cardiology with deep-learning–based ECG analysis. Proceedings of the National Academy of Sciences. 118(24), e2020620118.
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2021 | Published | Journal Article | IST-REx-ID: 18237 |
Baskin C, Liss N, Schwartz E, Zheltonozhskii E, Giryes R, Bronstein AM, Mendelson A. 2021. UNIQ: Uniform Noise Injection for Non-Uniform Quantization of neural networks. ACM Transactions on Computer Systems. 37(1–4), 1–15.
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| arXiv
2021 | Published | Journal Article | IST-REx-ID: 18238 |
Karbachevsky A, Baskin C, Zheltonozhskii E, Yermolin Y, Gabbay F, Bronstein AM, Mendelson A. 2021. Early-stage neural network hardware performance analysis. Sustainability. 13(2), 717.
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2021 | Published | Conference Paper | IST-REx-ID: 18239 |
Arbelle A, Doveh S, Alfassy A, Shtok J, Lev G, Schwartz E, Kuehne H, Levi HB, Sattigeri P, Panda R, Chen C-F, Bronstein AM, Saenko K, Ullman S, Giryes R, Feris R, Karlinsky L. 2021. Detector-free weakly supervised grounding by separation. IEEE/CVF International Conference on Computer Vision. ICCV: International Conference on Computer Vision vol. 15.
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2021 | Published | Conference Paper | IST-REx-ID: 18240 |
Dahary O, Jacoby M, Bronstein AM. 2021. Digital gimbal: End-to-end deep image stabilization with learnable exposure times. IEEE/CVF Conference on Computer Vision and Pattern Recognition. CVPR: Conference on Computer Vision and Pattern Recognition vol. 38.
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2021 | Published | Conference Paper | IST-REx-ID: 18241 |
Weiss T, Peretz N, Vedula S, Feuer A, Bronstein AM. 2021. Joint optimization of system design and reconstruction in MIMO radar imaging. 31st International Workshop on Machine Learning for Signal Processing. MLSP: Machine Learning for Signal Processing vol. 4.
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2021 | Published | Book Chapter | IST-REx-ID: 18242 |
Weiss T, Vedula S, Senouf O, Michailovich O, Bronstein AM. 2021.Towards learned optimal q-space sampling in diffusion MRI. In: Computational Diffusion MRI. Mathematics and Visualization, , 13–28.
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2021 | Published | Journal Article | IST-REx-ID: 6965 |
Rychlewicz KP. 2021. The positivity of local equivariant Hirzebruch class for toric varieties. Bulletin of the London Mathematical Society. 53(2), 560–574.
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| arXiv
2021 | Published | Journal Article | IST-REx-ID: 17899 |
Zhang B, Garner MH, Li L, Campos LM, Solomon GC, Venkataraman L. 2021. Destructive quantum interference in heterocyclic alkanes: The search for ultra-short molecular insulators. Chemical Science. 12(30), 10299–10305.
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2021 | Published | Journal Article | IST-REx-ID: 17900
Greenwald JE, Cameron J, Findlay NJ, Fu T, Gunasekaran S, Skabara PJ, Venkataraman L. 2021. Highly nonlinear transport across single-molecule junctions via destructive quantum interference. Nature Nanotechnology. 16(3), 313–317.
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2021 | Published | Journal Article | IST-REx-ID: 17877
Stone I, Starr RL, Zang Y, Nuckolls C, Steigerwald ML, Lambert TH, Roy X, Venkataraman L. 2021. A single-molecule blueprint for synthesis. Nature Reviews Chemistry. 5(10), 695–710.
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2021 | Published | Journal Article | IST-REx-ID: 17876
Fu T, Frommer K, Nuckolls C, Venkataraman L. 2021. Single-molecule junction formation in break-junction measurements. The Journal of Physical Chemistry Letters. 12(44), 10802–10807.
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2021 | Published | Journal Article | IST-REx-ID: 17901
Medina Rivero S, García Arroyo P, Li L, Gunasekaran S, Stuyver T, Mancheño MJ, Alonso M, Venkataraman L, Segura JL, Casado J. 2021. Single-molecule conductance in a unique cross-conjugated tetra(aminoaryl)ethene. Chemical Communications. 57(5), 591–594.
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2021 | Published | Thesis | IST-REx-ID: 10422 |
Piankov A. 2021. Towards designer materials using customizable particle shape. Institute of Science and Technology Austria.
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2021 | Published | Conference Paper | IST-REx-ID: 18244 |
Livne A, Aviv Z, Grofit S, Bronstein AM, Kimmel R. 2021. Do we need depth in state-uf-the-art face authentication? 2020 International Conference on 3D Vision (3DV). 8th International Conference on 3D Vision, 9320359.
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| arXiv
2021 | Published | Journal Article | IST-REx-ID: 17592 |
Zrake J, Tiede C, MacFadyen A, Haiman Z. 2021. Equilibrium eccentricity of accreting binaries. The Astrophysical Journal Letters. 909(1), L13.
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2021 | Published | Journal Article | IST-REx-ID: 10000 |
Schmitt HM, Fehrman RL, Maes ME, Yang H, Guo LW, Schlamp CL, Pelzel HR, Nickells RW. 2021. Increased susceptibility and intrinsic apoptotic signaling in neurons by induced HDAC3 expression. Investigative Ophthalmology and Visual Science. 62(10), 14.
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