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4841 Publications
2021 | Submitted | Preprint | IST-REx-ID: 14221 | 
Enforcing and discovering structure in machine learning
F. Locatello, ArXiv (n.d.).
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F. Locatello, ArXiv (n.d.).
2021 | Published | Conference Paper | IST-REx-ID: 14332
Representation learning for out-of-distribution generalization in reinforcement learning
F. Träuble, A. Dittadi, M. Wuthrich, F. Widmaier, P.V. Gehler, O. Winther, F. Locatello, O. Bachem, B. Schölkopf, S. Bauer, in:, ICML 2021 Workshop on Unsupervised Reinforcement Learning, 2021.
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F. Träuble, A. Dittadi, M. Wuthrich, F. Widmaier, P.V. Gehler, O. Winther, F. Locatello, O. Bachem, B. Schölkopf, S. Bauer, in:, ICML 2021 Workshop on Unsupervised Reinforcement Learning, 2021.
2021 | Published | Journal Article | IST-REx-ID: 14800 |
Recent progress on two-dimensional materials
Chang C, Chen W, Chen Y, Chen Y, Chen Y, Ding F, Fan C, Fan HJ, Fan Z, Gong C, Gong Y, He Q, Hong X, Hu S, Hu W, Huang W, Huang Y, Ji W, Li D, Li LJ, Li Q, Lin L, Ling C, Liu M, Liu N, Liu Z, Loh KP, Ma J, Miao F, Peng H, Shao M, Song L, Su S, Sun S, Tan C, Tang Z, Wang D, Wang H, Wang J, Wang X, Wang X, Wee ATS, Wei Z, Wu Y, Wu ZS, Xiong J, Xiong Q, Xu W, Yin P, Zeng H, Zeng Z, Zhai T, Zhang H, Zhang H, Zhang Q, Zhang T, Zhang X, Zhao LD, Zhao M, Zhao W, Zhao Y, Zhou KG, Zhou X, Zhou Y, Zhu H, Zhang H, Liu Z. 2021. Recent progress on two-dimensional materials. Acta Physico-Chimica Sinica. 37(12), 2108017.
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Chang C, Chen W, Chen Y, Chen Y, Chen Y, Ding F, Fan C, Fan HJ, Fan Z, Gong C, Gong Y, He Q, Hong X, Hu S, Hu W, Huang W, Huang Y, Ji W, Li D, Li LJ, Li Q, Lin L, Ling C, Liu M, Liu N, Liu Z, Loh KP, Ma J, Miao F, Peng H, Shao M, Song L, Su S, Sun S, Tan C, Tang Z, Wang D, Wang H, Wang J, Wang X, Wang X, Wee ATS, Wei Z, Wu Y, Wu ZS, Xiong J, Xiong Q, Xu W, Yin P, Zeng H, Zeng Z, Zhai T, Zhang H, Zhang H, Zhang Q, Zhang T, Zhang X, Zhao LD, Zhao M, Zhao W, Zhao Y, Zhou KG, Zhou X, Zhou Y, Zhu H, Zhang H, Liu Z. 2021. Recent progress on two-dimensional materials. Acta Physico-Chimica Sinica. 37(12), 2108017.
2021 | Published | Journal Article | IST-REx-ID: 14889 |
Landau–Pekar equations and quantum fluctuations for the dynamics of a strongly coupled polaron
N.K. Leopold, D.J. Mitrouskas, S.A.E. Rademacher, B. Schlein, R. Seiringer, Pure and Applied Analysis 3 (2021) 653–676.
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N.K. Leopold, D.J. Mitrouskas, S.A.E. Rademacher, B. Schlein, R. Seiringer, Pure and Applied Analysis 3 (2021) 653–676.
2021 | Published | Journal Article | IST-REx-ID: 14890 |
Beyond Bogoliubov dynamics
L. Bossmann, S.P. Petrat, P. Pickl, A. Soffer, Pure and Applied Analysis 3 (2021) 677–726.
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L. Bossmann, S.P. Petrat, P. Pickl, A. Soffer, Pure and Applied Analysis 3 (2021) 677–726.
2021 | Published | Book Chapter | IST-REx-ID: 14984
Hybrid Zones
S. Stankowski, D. Shipilina, A.M. Westram, in:, Encyclopedia of Life Sciences, Wiley, 2021.
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S. Stankowski, D. Shipilina, A.M. Westram, in:, Encyclopedia of Life Sciences, Wiley, 2021.
2021 | Published | Book Chapter | IST-REx-ID: 14987
Zero-Shot Learning
C. Lampert, in:, K. Ikeuchi (Ed.), Computer Vision, 2nd ed., Springer, Cham, 2021, pp. 1395–1397.
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C. Lampert, in:, K. Ikeuchi (Ed.), Computer Vision, 2nd ed., Springer, Cham, 2021, pp. 1395–1397.
2021 | Research Data Reference | IST-REx-ID: 14988 |
Raw data from Johnson et al, PNAS, 2021
A.J. Johnson, (2021).
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A.J. Johnson, (2021).
2021 | Published | Journal Article | IST-REx-ID: 15013 |
Spectral radius of random matrices with independent entries
J. Alt, L. Erdös, T.H. Krüger, Probability and Mathematical Physics 2 (2021) 221–280.
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J. Alt, L. Erdös, T.H. Krüger, Probability and Mathematical Physics 2 (2021) 221–280.
2021 | Published | Journal Article | IST-REx-ID: 9158 |
Disentanglement approach to quantum spin ground states: Field theory and stochastic simulation
S. De Nicola, Journal of Statistical Mechanics: Theory and Experiment 2021 (2021).
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S. De Nicola, Journal of Statistical Mechanics: Theory and Experiment 2021 (2021).
2021 | Published | Journal Article | IST-REx-ID: 9168 |
The rates of introgression and barriers to genetic exchange between hybridizing species: Sex chromosomes vs autosomes
C. Fraisse, H. Sachdeva, Genetics 217 (2021).
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C. Fraisse, H. Sachdeva, Genetics 217 (2021).
2021 | Published | Journal Article | IST-REx-ID: 9173 |
Pathologies of the Hilbert scheme of points of a supersingular Enriques surface
T.K. Srivastava, Bulletin Des Sciences Mathematiques 167 (2021).
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T.K. Srivastava, Bulletin Des Sciences Mathematiques 167 (2021).
2021 | Published | Journal Article | IST-REx-ID: 9188 |
Inducible uniparental chromosome disomy to probe genomic imprinting at single-cell level in brain and beyond
F. Pauler, Q. Hudson, S. Laukoter, S. Hippenmeyer, Neurochemistry International 145 (2021).
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F. Pauler, Q. Hudson, S. Laukoter, S. Hippenmeyer, Neurochemistry International 145 (2021).
2021 | Published | Journal Article | IST-REx-ID: 9189 |
INDITTO2 transposon conveys auxin-mediated DRO1 transcription for rice drought avoidance
Zhao Y, Wu L, Fu Q, Wang D, Li J, Yao B, Yu S, Jiang L, Qian J, Zhou X, Han L, Zhao S, Ma C, Zhang Y, Luo C, Dong Q, Li S, Zhang L, Jiang X, Li Y, Luo H, Li K, Yang J, Luo Q, Li L, Peng S, Huang H, Zuo Z, Liu C, Wang L, Li C, He X, Friml J, Du Y. 2021. INDITTO2 transposon conveys auxin-mediated DRO1 transcription for rice drought avoidance. Plant, Cell & Environment. 44(6), 1846–1857.
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Zhao Y, Wu L, Fu Q, Wang D, Li J, Yao B, Yu S, Jiang L, Qian J, Zhou X, Han L, Zhao S, Ma C, Zhang Y, Luo C, Dong Q, Li S, Zhang L, Jiang X, Li Y, Luo H, Li K, Yang J, Luo Q, Li L, Peng S, Huang H, Zuo Z, Liu C, Wang L, Li C, He X, Friml J, Du Y. 2021. INDITTO2 transposon conveys auxin-mediated DRO1 transcription for rice drought avoidance. Plant, Cell & Environment. 44(6), 1846–1857.
2021 | Research Data | IST-REx-ID: 9192 |
Effects of fine-scale population structure on the distribution of heterozygosity in a long-term study of Antirrhinum majus
P. Surendranadh, L.S. Arathoon, C. Baskett, D. Field, M. Pickup, N.H. Barton, (2021).
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P. Surendranadh, L.S. Arathoon, C. Baskett, D. Field, M. Pickup, N.H. Barton, (2021).
2021 | Published | Conference Paper | IST-REx-ID: 9200 |
Synthesis of hybrid automata with affine dynamics from time-series data
M. Garcia Soto, T.A. Henzinger, C. Schilling, in:, HSCC ’21: Proceedings of the 24th International Conference on Hybrid Systems: Computation and Control, Association for Computing Machinery, 2021, p. 2102.12734.
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M. Garcia Soto, T.A. Henzinger, C. Schilling, in:, HSCC ’21: Proceedings of the 24th International Conference on Hybrid Systems: Computation and Control, Association for Computing Machinery, 2021, p. 2102.12734.
2021 | Published | Journal Article | IST-REx-ID: 9205 |
Cryo-EM grid optimization for membrane proteins
D. Kampjut, J. Steiner, L.A. Sazanov, IScience 24 (2021).
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D. Kampjut, J. Steiner, L.A. Sazanov, IScience 24 (2021).
2021 | Published | Journal Article | IST-REx-ID: 9206 |
Synthesis, bottom up assembly and thermoelectric properties of Sb-doped PbS nanocrystal building blocks
D. Cadavid, K. Wei, Y. Liu, Y. Zhang, M. Li, A. Genç, T. Berestok, M. Ibáñez, A. Shavel, G.S. Nolas, A. Cabot, Materials 14 (2021).
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D. Cadavid, K. Wei, Y. Liu, Y. Zhang, M. Li, A. Genç, T. Berestok, M. Ibáñez, A. Shavel, G.S. Nolas, A. Cabot, Materials 14 (2021).
2021 | Published | Journal Article | IST-REx-ID: 9207 |
Experimental measurements in plane Couette-Poiseuille flow: Dynamics of the large- and small-scale flow
L. Klotz, A.M. Pavlenko, J.E. Wesfreid, Journal of Fluid Mechanics 912 (2021).
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L. Klotz, A.M. Pavlenko, J.E. Wesfreid, Journal of Fluid Mechanics 912 (2021).
2021 | Published | Conference Paper | IST-REx-ID: 9210 |
Does SGD implicitly optimize for smoothness?
V. Volhejn, C. Lampert, in:, 42nd German Conference on Pattern Recognition, Springer, 2021, pp. 246–259.
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V. Volhejn, C. Lampert, in:, 42nd German Conference on Pattern Recognition, Springer, 2021, pp. 246–259.