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10717 Publications


2021 | Published | Conference Abstract | IST-REx-ID: 15280 | OA
Controlled reactive assembly of colloidal nanocrystal superlattices: Mechanism and kinetics
D. Balazs, J. Cimada da Silva, T. Dunbar, M. Ibáñez, T. Hanrath, in:, Proceedings of the Internet NanoGe Conference on Nanocrystals, Fundació Scito, 2021.
[Published Version] View | DOI | Download Published Version (ext.)
 

2021 | Published | Journal Article | IST-REx-ID: 15283
Peaking into the plant cell wall using cryo-FIB milling and electron cryo-tomography
W. Nicolas, F. Fäßler, E. Meyerowitz, G. Jensen, Microscopy and Microanalysis 27 (2021) 3024–3026.
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2021 | Published | Journal Article | IST-REx-ID: 15285 | OA
The history and challenges of SCP-ECG: The standard communication protocol for computer-assisted electrocardiography
P. Rubel, J. Fayn, P.W. Macfarlane, D. Pani, A. Schlögl, A. Värri, Hearts 2 (2021) 384–409.
[Published Version] View | Files available | DOI
 

2021 | Published | Book Chapter | IST-REx-ID: 7941
Simple multi-color super-resolution by X10 microscopy
S.M. Truckenbrodt, S.O. Rizzoli, in:, Methods in Cell Biology, Elsevier, 2021, pp. 33–56.
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2021 | Published | Journal Article | IST-REx-ID: 18192 | OA
Analyzing nonequilibrium quantum states through snapshots with artificial neural networks
A. Bohrdt, S. Kim, A. Lukin, M. Rispoli, R. Schittko, M. Knap, M. Greiner, J. Leonard, Physical Review Letters 127 (2021).
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2021 | Published | Journal Article | IST-REx-ID: 18193 | OA
Bosonic Pfaffian state in the Hofstadter-Bose-Hubbard model
F.A. Palm, M. Buser, J. Leonard, M. Aidelsburger, U. Schollwöck, F. Grusdt, Physical Review B 103 (2021).
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2021 | Published | Journal Article | IST-REx-ID: 18233 | OA
Loss aware post-training quantization
Y. Nahshan, B. Chmiel, C. Baskin, E. Zheltonozhskii, R. Banner, A.M. Bronstein, A. Mendelson, Machine Learning 110 (2021) 3245–3262.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 

2021 | Published | Journal Article | IST-REx-ID: 18234
NICE: Noise Injection and Clamping Estimation for neural network quantization
C. Baskin, E. Zheltonozhkii, T. Rozen, N. Liss, Y. Chai, E. Schwartz, R. Giryes, A.M. Bronstein, A. Mendelson, Mathematics 9 (2021).
[Published Version] View | DOI | arXiv
 

2021 | Published | Journal Article | IST-REx-ID: 18235 | OA
MetAdapt: Meta-learned task-adaptive architecture for few-shot classification
S. Doveh, E. Schwartz, C. Xue, R. Feris, A.M. Bronstein, R. Giryes, L. Karlinsky, Pattern Recognition Letters 149 (2021) 130–136.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2021 | Published | Journal Article | IST-REx-ID: 18236
Meeting the unmet needs of clinicians from AI systems showcased for cardiology with deep-learning–based ECG analysis
Y. Elul, A.A. Rosenberg, A. Schuster, A.M. Bronstein, Y. Yaniv, Proceedings of the National Academy of Sciences 118 (2021).
[Published Version] View | DOI | PubMed | Europe PMC
 

2021 | Published | Journal Article | IST-REx-ID: 18237 | OA
UNIQ: Uniform Noise Injection for Non-Uniform Quantization of neural networks
C. Baskin, N. Liss, E. Schwartz, E. Zheltonozhskii, R. Giryes, A.M. Bronstein, A. Mendelson, ACM Transactions on Computer Systems 37 (2021) 1–15.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2021 | Published | Journal Article | IST-REx-ID: 18238 | OA
Early-stage neural network hardware performance analysis
A. Karbachevsky, C. Baskin, E. Zheltonozhskii, Y. Yermolin, F. Gabbay, A.M. Bronstein, A. Mendelson, Sustainability 13 (2021).
[Published Version] View | DOI | Download Published Version (ext.)
 

2021 | Published | Conference Paper | IST-REx-ID: 18239 | OA
Detector-free weakly supervised grounding by separation
A. Arbelle, S. Doveh, A. Alfassy, J. Shtok, G. Lev, E. Schwartz, H. Kuehne, H.B. Levi, P. Sattigeri, R. Panda, C.-F. Chen, A.M. Bronstein, K. Saenko, S. Ullman, R. Giryes, R. Feris, L. Karlinsky, in:, IEEE/CVF International Conference on Computer Vision, Institute of Electrical and Electronics Engineers, 2021.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2021 | Published | Conference Paper | IST-REx-ID: 18240 | OA
Digital gimbal: End-to-end deep image stabilization with learnable exposure times
O. Dahary, M. Jacoby, A.M. Bronstein, in:, IEEE/CVF Conference on Computer Vision and Pattern Recognition, Institute of Electrical and Electronics Engineers, 2021.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2021 | Published | Conference Paper | IST-REx-ID: 18241 | OA
Joint optimization of system design and reconstruction in MIMO radar imaging
T. Weiss, N. Peretz, S. Vedula, A. Feuer, A.M. Bronstein, in:, 31st International Workshop on Machine Learning for Signal Processing, Institute of Electrical and Electronics Engineers, 2021.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2021 | Published | Book Chapter | IST-REx-ID: 18242 | OA
Towards learned optimal q-space sampling in diffusion MRI
T. Weiss, S. Vedula, O. Senouf, O. Michailovich, A.M. Bronstein, in:, N. Gyori, J. Hutter, V. Nath, M. Palombo, M. Pizzolato, F. Zhang (Eds.), Computational Diffusion MRI, Springer Nature, Cham, 2021, pp. 13–28.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 

2021 | Published | Journal Article | IST-REx-ID: 6965 | OA
The positivity of local equivariant Hirzebruch class for toric varieties
K.P. Rychlewicz, Bulletin of the London Mathematical Society 53 (2021) 560–574.
[Preprint] View | DOI | Download Preprint (ext.) | WoS | arXiv
 

2021 | Published | Technical Report | IST-REx-ID: 6995 | OA
Identification of neural oscillations and epileptiform changes in human brain organoids
R.A. Samarasinghe, O. Miranda, J.E. Buth, S. Mitchell, I. Ferando, M. Watanabe, A. Kurdian, P. Golshani, K. Plath, W.E. Lowry, J.M. Parent, I. Mody, B.G. Novitch, Identification of Neural Oscillations and Epileptiform Changes in Human Brain Organoids, Springer Nature, 2021.
[Published Version] View | DOI | Download Published Version (ext.) | WoS | PubMed | Europe PMC
 

2021 | Published | Journal Article | IST-REx-ID: 17899 | OA
Destructive quantum interference in heterocyclic alkanes: The search for ultra-short molecular insulators
B. Zhang, M.H. Garner, L. Li, L.M. Campos, G.C. Solomon, L. Venkataraman, Chemical Science 12 (2021) 10299–10305.
[Published Version] View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 

2021 | Published | Journal Article | IST-REx-ID: 17900
Highly nonlinear transport across single-molecule junctions via destructive quantum interference
J.E. Greenwald, J. Cameron, N.J. Findlay, T. Fu, S. Gunasekaran, P.J. Skabara, L. Venkataraman, Nature Nanotechnology 16 (2021) 313–317.
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