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4841 Publications
2019 | Published | Conference Paper | IST-REx-ID: 7542 | 
Powerset convolutional neural networks
C. Wendler, D.-A. Alistarh, M. Püschel, in:, Neural Information Processing Systems Foundation, 2019, pp. 927–938.
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C. Wendler, D.-A. Alistarh, M. Püschel, in:, Neural Information Processing Systems Foundation, 2019, pp. 927–938.
2019 | Published | Conference Paper | IST-REx-ID: 14184 |
Disentangling factors of variation using few labels
F. Locatello, M. Tschannen, S. Bauer, G. Rätsch, B. Schölkopf, O. Bachem, in:, 8th International Conference on Learning Representations, 2019.
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F. Locatello, M. Tschannen, S. Bauer, G. Rätsch, B. Schölkopf, O. Bachem, in:, 8th International Conference on Learning Representations, 2019.
2019 | Published | Conference Paper | IST-REx-ID: 14189 |
The incomplete Rosetta Stone problem: Identifiability results for multi-view nonlinear ICA
L. Gresele, P.K. Rubenstein, A. Mehrjou, F. Locatello, B. Schölkopf, in:, Proceedings of the 35th Conference on Uncertainty in Artificial Intelligence, ML Research Press, 2019, pp. 217–227.
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L. Gresele, P.K. Rubenstein, A. Mehrjou, F. Locatello, B. Schölkopf, in:, Proceedings of the 35th Conference on Uncertainty in Artificial Intelligence, ML Research Press, 2019, pp. 217–227.
2019 | Published | Conference Paper | IST-REx-ID: 14190 |
On the transfer of inductive bias from simulation to the real world: a new disentanglement dataset
M.W. Gondal, M. Wüthrich, Đ. Miladinović, F. Locatello, M. Breidt, V. Volchkov, J. Akpo, O. Bachem, B. Schölkopf, S. Bauer, in:, Advances in Neural Information Processing Systems, 2019.
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M.W. Gondal, M. Wüthrich, Đ. Miladinović, F. Locatello, M. Breidt, V. Volchkov, J. Akpo, O. Bachem, B. Schölkopf, S. Bauer, in:, Advances in Neural Information Processing Systems, 2019.
2019 | Published | Conference Paper | IST-REx-ID: 14191 |
Stochastic Frank-Wolfe for composite convex minimization
F. Locatello, A. Yurtsever, O. Fercoq, V. Cevher, in:, Advances in Neural Information Processing Systems, 2019, pp. 14291–14301.
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F. Locatello, A. Yurtsever, O. Fercoq, V. Cevher, in:, Advances in Neural Information Processing Systems, 2019, pp. 14291–14301.
2019 | Published | Conference Paper | IST-REx-ID: 14193 |
Are disentangled representations helpful for abstract visual reasoning?
S. van Steenkiste, F. Locatello, J. Schmidhuber, O. Bachem, in:, Advances in Neural Information Processing Systems, 2019.
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S. van Steenkiste, F. Locatello, J. Schmidhuber, O. Bachem, in:, Advances in Neural Information Processing Systems, 2019.
2019 | Published | Conference Paper | IST-REx-ID: 14197 |
On the fairness of disentangled representations
F. Locatello, G. Abbati, T. Rainforth, S. Bauer, B. Schölkopf, O. Bachem, in:, Advances in Neural Information Processing Systems, 2019, pp. 14611–14624.
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F. Locatello, G. Abbati, T. Rainforth, S. Bauer, B. Schölkopf, O. Bachem, in:, Advances in Neural Information Processing Systems, 2019, pp. 14611–14624.
2019 | Published | Conference Paper | IST-REx-ID: 14200 |
Challenging common assumptions in the unsupervised learning of disentangled representations
F. Locatello, S. Bauer, M. Lucic, G. Rätsch, S. Gelly, B. Schölkopf, O. Bachem, in:, Proceedings of the 36th International Conference on Machine Learning, ML Research Press, 2019, pp. 4114–4124.
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F. Locatello, S. Bauer, M. Lucic, G. Rätsch, S. Gelly, B. Schölkopf, O. Bachem, in:, Proceedings of the 36th International Conference on Machine Learning, ML Research Press, 2019, pp. 4114–4124.
2019 | Published | Journal Article | IST-REx-ID: 151 |
Bi-Sobolev solutions to the prescribed Jacobian inequality in the plane with L p data and applications to nonlinear elasticity
J.L. Fischer, O. Kneuss, Journal of Differential Equations 266 (2019) 257–311.
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J.L. Fischer, O. Kneuss, Journal of Differential Equations 266 (2019) 257–311.
2019 | Published | Journal Article | IST-REx-ID: 175 |
Sieving rational points on varieties
T.D. Browning, D. Loughran, Transactions of the American Mathematical Society 371 (2019) 5757–5785.
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T.D. Browning, D. Loughran, Transactions of the American Mathematical Society 371 (2019) 5757–5785.
2019 | Published | Journal Article | IST-REx-ID: 196 |
Harmonic dynamics of the Abelian sandpile
M. Lang, M. Shkolnikov, Proceedings of the National Academy of Sciences 116 (2019) 2821–2830.
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M. Lang, M. Shkolnikov, Proceedings of the National Academy of Sciences 116 (2019) 2821–2830.
2019 | Published | Conference Paper | IST-REx-ID: 9261
FlexMaps Pavilion: A twisted arc made of mesostructured flat flexible panels
F. Laccone, L. Malomo, J. Perez Rodriguez, N. Pietroni, F. Ponchio, B. Bickel, P. Cignoni, in:, IASS Symposium 2019 - 60th Anniversary Symposium of the International Association for Shell and Spatial Structures; Structural Membranes 2019 - 9th International Conference on Textile Composites and Inflatable Structures, FORM and FORCE, International Center for Numerical Methods in Engineering, 2019, pp. 509–515.
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F. Laccone, L. Malomo, J. Perez Rodriguez, N. Pietroni, F. Ponchio, B. Bickel, P. Cignoni, in:, IASS Symposium 2019 - 60th Anniversary Symposium of the International Association for Shell and Spatial Structures; Structural Membranes 2019 - 9th International Conference on Textile Composites and Inflatable Structures, FORM and FORCE, International Center for Numerical Methods in Engineering, 2019, pp. 509–515.
2019 | Published | Journal Article | IST-REx-ID: 9460 |
DNA demethylation by ROS1a in rice vegetative cells promotes methylation in sperm
M.Y. Kim, A. Ono, S. Scholten, T. Kinoshita, D. Zilberman, T. Okamoto, R.L. Fischer, Proceedings of the National Academy of Sciences 116 (2019) 9652–9657.
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M.Y. Kim, A. Ono, S. Scholten, T. Kinoshita, D. Zilberman, T. Okamoto, R.L. Fischer, Proceedings of the National Academy of Sciences 116 (2019) 9652–9657.
2019 | Published | Journal Article | IST-REx-ID: 9530 |
DNA methylation is maintained with high fidelity in the honey bee germline and exhibits global non-functional fluctuations during somatic development
K.D. Harris, J.P.B. Lloyd, K. Domb, D. Zilberman, A. Zemach, Epigenetics and Chromatin 12 (2019).
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K.D. Harris, J.P.B. Lloyd, K. Domb, D. Zilberman, A. Zemach, Epigenetics and Chromatin 12 (2019).
2019 | Research Data Reference | IST-REx-ID: 9726
Supplementary information - Collective force generation by molecular motors is determined by strain-induced unbinding
M.C. Ucar, R. Lipowsky, (2019).
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M.C. Ucar, R. Lipowsky, (2019).
2019 | Research Data Reference | IST-REx-ID: 9731 |
Additional file 11 of Chlamydia pan-genomic analysis reveals balance between host adaptation and selective pressure to genome reduction
O. Sigalova, A. Chaplin, O. Bochkareva, P. Shelyakin, V. Filaretov, E. Akkuratov, V. Burskaia, M.S. Gelfand, (2019).
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O. Sigalova, A. Chaplin, O. Bochkareva, P. Shelyakin, V. Filaretov, E. Akkuratov, V. Burskaia, M.S. Gelfand, (2019).
2019 | Research Data Reference | IST-REx-ID: 9783 |
Additional file 10 of Chlamydia pan-genomic analysis reveals balance between host adaptation and selective pressure to genome reduction
O.M. Sigalova, A.V. Chaplin, O. Bochkareva, P.V. Shelyakin, V.A. Filaretov, E.E. Akkuratov, V. Burskaia, M.S. Gelfand, (2019).
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O.M. Sigalova, A.V. Chaplin, O. Bochkareva, P.V. Shelyakin, V.A. Filaretov, E.E. Akkuratov, V. Burskaia, M.S. Gelfand, (2019).
2019 | Research Data Reference | IST-REx-ID: 9786
Supporting text and results
J. Ruess, M. Pleska, C.C. Guet, G. Tkačik, (2019).
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J. Ruess, M. Pleska, C.C. Guet, G. Tkačik, (2019).
2019 | Research Data Reference | IST-REx-ID: 9789
Multiple alignment of His3 orthologues
V. Pokusaeva, D.R. Usmanova, E.V. Putintseva, L. Espinar, K. Sarkisyan, A.S. Mishin, N.S. Bogatyreva, D. Ivankov, A. Akopyan, S. Avvakumov, I.S. Povolotskaya, G.J. Filion, L.B. Carey, F. Kondrashov, (2019).
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V. Pokusaeva, D.R. Usmanova, E.V. Putintseva, L. Espinar, K. Sarkisyan, A.S. Mishin, N.S. Bogatyreva, D. Ivankov, A. Akopyan, S. Avvakumov, I.S. Povolotskaya, G.J. Filion, L.B. Carey, F. Kondrashov, (2019).
2019 | Research Data Reference | IST-REx-ID: 9790
A statistical summary of segment libraries and sequencing results
V. Pokusaeva, D.R. Usmanova, E.V. Putintseva, L. Espinar, K. Sarkisyan, A.S. Mishin, N.S. Bogatyreva, D. Ivankov, A. Akopyan, S. Avvakumov, I.S. Povolotskaya, G.J. Filion, L.B. Carey, F. Kondrashov, (2019).
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V. Pokusaeva, D.R. Usmanova, E.V. Putintseva, L. Espinar, K. Sarkisyan, A.S. Mishin, N.S. Bogatyreva, D. Ivankov, A. Akopyan, S. Avvakumov, I.S. Povolotskaya, G.J. Filion, L.B. Carey, F. Kondrashov, (2019).