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10945 Publications
2023 | Published | Conference Paper | IST-REx-ID: 14105 | 
TeST: Test-time Self-Training under distribution shift
S. Sinha, P. Gehler, F. Locatello, B. Schiele, in:, 2023 IEEE/CVF Winter Conference on Applications of Computer Vision, Institute of Electrical and Electronics Engineers, 2023.
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S. Sinha, P. Gehler, F. Locatello, B. Schiele, in:, 2023 IEEE/CVF Winter Conference on Applications of Computer Vision, Institute of Electrical and Electronics Engineers, 2023.
2023 | Published | Journal Article | IST-REx-ID: 14192 |
On the global minimum of the energy–momentum relation for the polaron
J. Lampart, D.J. Mitrouskas, K. Mysliwy, Mathematical Physics, Analysis and Geometry 26 (2023).
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J. Lampart, D.J. Mitrouskas, K. Mysliwy, Mathematical Physics, Analysis and Geometry 26 (2023).
2023 | Submitted | Preprint | IST-REx-ID: 14207 |
Rotating features for object discovery
S. Löwe, P. Lippe, F. Locatello, M. Welling, ArXiv (n.d.).
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S. Löwe, P. Lippe, F. Locatello, M. Welling, ArXiv (n.d.).
2023 | Published | Conference Paper | IST-REx-ID: 14208 |
Benign overfitting in deep neural networks under lazy training
Z. Zhu, F. Liu, G.G. Chrysos, F. Locatello, V. Cevher, in:, Proceedings of the 40th International Conference on Machine Learning, ML Research Press, 2023, pp. 43105–43128.
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Z. Zhu, F. Liu, G.G. Chrysos, F. Locatello, V. Cevher, in:, Proceedings of the 40th International Conference on Machine Learning, ML Research Press, 2023, pp. 43105–43128.
2023 | Submitted | Preprint | IST-REx-ID: 14209 |
A data augmentation perspective on diffusion models and retrieval
M.F. Burg, F. Wenzel, D. Zietlow, M. Horn, O. Makansi, F. Locatello, C. Russell, ArXiv (n.d.).
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M.F. Burg, F. Wenzel, D. Zietlow, M. Horn, O. Makansi, F. Locatello, C. Russell, ArXiv (n.d.).
2023 | Submitted | Preprint | IST-REx-ID: 14210 |
Leveraging sparse and shared feature activations for disentangled representation learning
M. Fumero, F. Wenzel, L. Zancato, A. Achille, E. Rodolà, S. Soatto, B. Schölkopf, F. Locatello, ArXiv (n.d.).
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M. Fumero, F. Wenzel, L. Zancato, A. Achille, E. Rodolà, S. Soatto, B. Schölkopf, F. Locatello, ArXiv (n.d.).
2023 | Published | Conference Paper | IST-REx-ID: 14211 |
Causal discovery with score matching on additive models with arbitrary noise
F. Montagna, N. Noceti, L. Rosasco, K. Zhang, F. Locatello, in:, 2nd Conference on Causal Learning and Reasoning, 2023.
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F. Montagna, N. Noceti, L. Rosasco, K. Zhang, F. Locatello, in:, 2nd Conference on Causal Learning and Reasoning, 2023.
2023 | Published | Conference Paper | IST-REx-ID: 14212 |
Scalable causal discovery with score matching
F. Montagna, N. Noceti, L. Rosasco, K. Zhang, F. Locatello, in:, 2nd Conference on Causal Learning and Reasoning, 2023.
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F. Montagna, N. Noceti, L. Rosasco, K. Zhang, F. Locatello, in:, 2nd Conference on Causal Learning and Reasoning, 2023.
2023 | Published | Conference Paper | IST-REx-ID: 14214 |
Causal triplet: An open challenge for intervention-centric causal representation learning
Y. Liu, A. Alahi, C. Russell, M. Horn, D. Zietlow, B. Schölkopf, F. Locatello, in:, 2nd Conference on Causal Learning and Reasoning, 2023.
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Y. Liu, A. Alahi, C. Russell, M. Horn, D. Zietlow, B. Schölkopf, F. Locatello, in:, 2nd Conference on Causal Learning and Reasoning, 2023.
2023 | Published | Conference Paper | IST-REx-ID: 14217 |
Relative representations enable zero-shot latent space communication
L. Moschella, V. Maiorca, M. Fumero, A. Norelli, F. Locatello, E. Rodolà, in:, The 11th International Conference on Learning Representations, 2023.
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L. Moschella, V. Maiorca, M. Fumero, A. Norelli, F. Locatello, E. Rodolà, in:, The 11th International Conference on Learning Representations, 2023.
2023 | Published | Conference Paper | IST-REx-ID: 14218 |
Bridging the gap to real-world object-centric learning
M. Seitzer, M. Horn, A. Zadaianchuk, D. Zietlow, T. Xiao, C.-J.S.-G. Carl-Johann Simon-Gabriel, T. He, Z. Zhang, B. Schölkopf, T. Brox, F. Locatello, in:, The 11th International Conference on Learning Representations, 2023.
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M. Seitzer, M. Horn, A. Zadaianchuk, D. Zietlow, T. Xiao, C.-J.S.-G. Carl-Johann Simon-Gabriel, T. He, Z. Zhang, B. Schölkopf, T. Brox, F. Locatello, in:, The 11th International Conference on Learning Representations, 2023.
2023 | Published | Conference Paper | IST-REx-ID: 14219 |
Unsupervised semantic segmentation with self-supervised object-centric representations
A. Zadaianchuk, M. Kleindessner, Y. Zhu, F. Locatello, T. Brox, in:, The 11th International Conference on Learning Representations, 2023.
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A. Zadaianchuk, M. Kleindessner, Y. Zhu, F. Locatello, T. Brox, in:, The 11th International Conference on Learning Representations, 2023.
2023 | Published | Conference Paper | IST-REx-ID: 14222 |
Unsupervised object learning via common fate
M. Tangemann, S. Schneider, J. von Kügelgen, F. Locatello, P. Gehler, T. Brox, M. Kümmerer, M. Bethge, B. Schölkopf, in:, 2nd Conference on Causal Learning and Reasoning, 2023.
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M. Tangemann, S. Schneider, J. von Kügelgen, F. Locatello, P. Gehler, T. Brox, M. Kümmerer, M. Bethge, B. Schölkopf, in:, 2nd Conference on Causal Learning and Reasoning, 2023.
2023 | Published | Journal Article | IST-REx-ID: 14245 |
Horospherical coordinates of lattice points in hyperbolic spaces: Effective counting and equidistribution
T. Horesh, A. Nevo, Pacific Journal of Mathematics 324 (2023) 265–294.
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T. Horesh, A. Nevo, Pacific Journal of Mathematics 324 (2023) 265–294.
2023 | Published | Journal Article | IST-REx-ID: 14246 |
Emergence of a Bose polaron in a small ring threaded by the Aharonov-Bohm flux
F. Brauneis, A. Ghazaryan, H.-W. Hammer, A. Volosniev, Communications Physics 6 (2023).
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F. Brauneis, A. Ghazaryan, H.-W. Hammer, A. Volosniev, Communications Physics 6 (2023).
2023 | Published | Journal Article | IST-REx-ID: 14254 |
A simple approach to Lieb-Thirring type inequalities
R. Seiringer, J.P. Solovej, Journal of Functional Analysis 285 (2023).
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R. Seiringer, J.P. Solovej, Journal of Functional Analysis 285 (2023).
2023 | Published | Journal Article | IST-REx-ID: 14256 |
Asymmetries of frequency splittings of dipolar mixed modes: A window on the topology of deep magnetic fields
S. Mathis, L.A. Bugnet, Astronomy and Astrophysics 676 (2023).
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S. Mathis, L.A. Bugnet, Astronomy and Astrophysics 676 (2023).
2023 | Published | Journal Article | IST-REx-ID: 14261 |
Accessing position space wave functions in band structure calculations of periodic systems - a generalized, adapted numerov implementation for one-, two-, and three-dimensional quantum problems
J. Gamper, F. Kluibenschedl, A.K.H. Weiss, T.S. Hofer, Journal of Physical Chemistry Letters 14 (2023) 7395–7403.
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J. Gamper, F. Kluibenschedl, A.K.H. Weiss, T.S. Hofer, Journal of Physical Chemistry Letters 14 (2023) 7395–7403.
2023 | Published | Journal Article | IST-REx-ID: 14281
Design of stimulus-responsive two-state hinge proteins
Praetorius FM, Leung PJY, Tessmer MH, Broerman A, Demakis C, Dishman AF, Pillai A, Idris A, Juergens D, Dauparas J, Li X, Levine PM, Lamb M, Ballard RK, Gerben SR, Nguyen H, Kang A, Sankaran B, Bera AK, Volkman BF, Nivala J, Stoll S, Baker D. 2023. Design of stimulus-responsive two-state hinge proteins. Science. 381(6659), 754–760.
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Praetorius FM, Leung PJY, Tessmer MH, Broerman A, Demakis C, Dishman AF, Pillai A, Idris A, Juergens D, Dauparas J, Li X, Levine PM, Lamb M, Ballard RK, Gerben SR, Nguyen H, Kang A, Sankaran B, Bera AK, Volkman BF, Nivala J, Stoll S, Baker D. 2023. Design of stimulus-responsive two-state hinge proteins. Science. 381(6659), 754–760.
2023 | Submitted | Preprint | IST-REx-ID: 14294 |
Modulation of FGF pathway signaling and vascular differentiation using designed oligomeric assemblies
Edman NI, Redler RL, Phal A, Schlichthaerle T, Srivatsan SR, Etemadi A, An S, Favor A, Ehnes D, Li Z, Praetorius FM, Gordon M, Yang W, Coventry B, Hicks DR, Cao L, Bethel N, Heine P, Murray AN, Gerben S, Carter L, Miranda M, Negahdari B, Lee S, Trapnell C, Stewart L, Ekiert DC, Schlessinger J, Shendure J, Bhabha G, Ruohola-Baker H, Baker D. Modulation of FGF pathway signaling and vascular differentiation using designed oligomeric assemblies. bioRxiv, 10.1101/2023.03.14.532666.
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Edman NI, Redler RL, Phal A, Schlichthaerle T, Srivatsan SR, Etemadi A, An S, Favor A, Ehnes D, Li Z, Praetorius FM, Gordon M, Yang W, Coventry B, Hicks DR, Cao L, Bethel N, Heine P, Murray AN, Gerben S, Carter L, Miranda M, Negahdari B, Lee S, Trapnell C, Stewart L, Ekiert DC, Schlessinger J, Shendure J, Bhabha G, Ruohola-Baker H, Baker D. Modulation of FGF pathway signaling and vascular differentiation using designed oligomeric assemblies. bioRxiv, 10.1101/2023.03.14.532666.