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7667 Publications


2020 | Published | Journal Article | IST-REx-ID: 14195 | OA
A sober look at the unsupervised learning of disentangled representations and their evaluation
F. Locatello, S. Bauer, M. Lucic, G. Rätsch, S. Gelly, B. Schölkopf, O. Bachem, Journal of Machine Learning Research 21 (2020).
[Published Version] View | Download Published Version (ext.) | arXiv
 

2020 | Published | Conference Paper | IST-REx-ID: 14326 | OA
Object-centric learning with slot attention
F. Locatello, D. Weissenborn, T. Unterthiner, A. Mahendran, G. Heigold, J. Uszkoreit, A. Dosovitskiy, T. Kipf, in:, 34th International Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2020, pp. 11525–11538.
[Preprint] View | Download Preprint (ext.) | arXiv
 

2020 | Research Data | IST-REx-ID: 14592 | OA
STL-files for 3D-printed grid holders described in Fäßler F, Zens B, et al.; 3D printed cell culture grid holders for improved cellular specimen preparation in cryo-electron microscopy
F.K. Schur, (2020).
[Published Version] View | Files available | DOI
 

2020 | Published | Journal Article | IST-REx-ID: 14694 | OA
The Dyson equation with linear self-energy: Spectral bands, edges and cusps
J. Alt, L. Erdös, T.H. Krüger, Documenta Mathematica 25 (2020) 1421–1539.
[Published Version] View | Files available | DOI | arXiv
 

2020 | Published | Journal Article | IST-REx-ID: 179 | OA
Density of rational points on a quadric bundle in ℙ3×ℙ3
T.D. Browning, R. Heath Brown, Duke Mathematical Journal 169 (2020) 3099–3165.
[Preprint] View | DOI | Download Preprint (ext.) | WoS | arXiv
 

2020 | Published | Journal Article | IST-REx-ID: 17908 | OA
Mechanically tunable quantum interference in ferrocene-based single-molecule junctions
M. Camarasa-Gómez, D. Hernangómez-Pérez, M.S. Inkpen, G. Lovat, E.-D. Fung, X. Roy, L. Venkataraman, F. Evers, Nano Letters 20 (2020) 6381–6386.
[Preprint] View | DOI | Download Preprint (ext.) | PubMed | Europe PMC
 

2020 | Published | Journal Article | IST-REx-ID: 17911 | OA
Unsupervised feature recognition in single-molecule break junction data
A. Magyarkuti, N. Balogh, Z. Balogh, L. Venkataraman, A. Halbritter, Nanoscale 12 (2020) 8355–8363.
[Published Version] View | DOI | Download Published Version (ext.) | arXiv
 

2020 | Published | Journal Article | IST-REx-ID: 18194 | OA
Fractional Chern insulators of few bosons in a box: Hall plateaus from center-of-mass drifts and density profiles
C. Repellin, J. Leonard, N. Goldman, Physical Review A 102 (2020).
[Published Version] View | DOI | Download Published Version (ext.) | arXiv
 

2020 | Published | Journal Article | IST-REx-ID: 18228 | OA
Horizontal flows and manifold stochastics in geometric deep learning
S. Sommer, A.M. Bronstein, IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (2020) 811–822.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2020 | Published | Conference Paper | IST-REx-ID: 18247 | OA
Feature map transform coding for energy-efficient CNN inference
B. Chmiel, C. Baskin, E. Zheltonozhskii, R. Banner, Y. Yermolin, A. Karbachevsky, A.M. Bronstein, A. Mendelson, in:, 2020 International Joint Conference on Neural Networks (IJCNN), IEEE, 2020.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2020 | Published | Conference Paper | IST-REx-ID: 18249 | OA
Joint learning of cartesian undersampling and reconstruction for accelerated MRI
T. Weiss, S. Vedula, O. Senouf, O. Michailovich, M. Zibulevsky, A.M. Bronstein, in:, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, 2020.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2020 | Published | Journal Article | IST-REx-ID: 18250 | OA
Hamiltonian operator for spectral shape analysis
Y. Choukroun, A. Shtern, A.M. Bronstein, R. Kimmel, IEEE Transactions on Visualization and Computer Graphics 26 (2020) 1320–1331.
[Preprint] View | DOI | Download Preprint (ext.) | PubMed | Europe PMC | arXiv
 

2020 | Published | Journal Article | IST-REx-ID: 18253 | OA
Access to PCNA by Srs2 and Elg1 controls the choice between alternative repair pathways in Saccharomyces cerevisiae
M. Arbel, A.M. Bronstein, S. Sau, B. Liefshitz, M. Kupiec, MBio 11 (2020).
[Published Version] View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 

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

2020 | Published | Conference Paper | IST-REx-ID: 18259 | OA
Laso: Label-set operations networks for multi-label few-shot learning
A. Alfassy, L. Karlinsky, A. Aides, J. Shtok, S. Harary, R. Feris, R. Giryes, A.M. Bronstein, in:, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), IEEE, 2020.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2020 | Published | Journal Article | IST-REx-ID: 12310 | OA
Primitive divisors of sequences associated to elliptic curves
M. Verzobio, Journal of Number Theory 209 (2020) 378–390.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2020 | Published | Journal Article | IST-REx-ID: 12594 | OA
The utility of optical satellite winter snow depths for initializing a glacio‐hydrological model of a High‐Elevation, Andean catchment
T.E. Shaw, A. Caro, P. Mendoza, Á. Ayala, F. Pellicciotti, S. Gascoin, J. McPhee, Water Resources Research 56 (2020).
[Published Version] View | DOI | Download Published Version (ext.)
 

2020 | Published | Journal Article | IST-REx-ID: 12595 | OA
Seasonal dynamics of a temperate Tibetan glacier revealed by high-resolution UAV photogrammetry and in situ measurements
W. Yang, C. Zhao, M. Westoby, T. Yao, Y. Wang, F. Pellicciotti, J. Zhou, Z. He, E. Miles, Remote Sensing 12 (2020).
[Published Version] View | DOI | Download Published Version (ext.)
 

2020 | Published | Journal Article | IST-REx-ID: 12596 | OA
Glacier runoff variations since 1955 in the Maipo River basin, in the semiarid Andes of central Chile
Á. Ayala, D. Farías-Barahona, M. Huss, F. Pellicciotti, J. McPhee, D. Farinotti, The Cryosphere 14 (2020) 2005–2027.
[Published Version] View | DOI | Download Published Version (ext.)
 

2020 | Published | Journal Article | IST-REx-ID: 12597 | OA
Modelling spatial patterns of near-surface air temperature over a decade of melt seasons on McCall Glacier, Alaska
P. Troxler, Á. Ayala, T.E. Shaw, M. Nolan, B.W. Brock, F. Pellicciotti, Journal of Glaciology 66 (2020) 386–400.
[Published Version] View | DOI | Download Published Version (ext.)
 

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