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220 Publications
2021 | Published | Conference Paper | IST-REx-ID: 10668 | 
On-off center-surround receptive fields for accurate and robust image classification
Z. Babaiee, R. Hasani, M. Lechner, D. Rus, R. Grosu, in:, Proceedings of the 38th International Conference on Machine Learning, ML Research Press, 2021, pp. 478–489.
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Z. Babaiee, R. Hasani, M. Lechner, D. Rus, R. Grosu, in:, Proceedings of the 38th International Conference on Machine Learning, ML Research Press, 2021, pp. 478–489.
2021 | Published | Conference Paper | IST-REx-ID: 10669 |
On the verification of neural ODEs with stochastic guarantees
S. Grunbacher, R. Hasani, M. Lechner, J. Cyranka, S.A. Smolka, R. Grosu, in:, Proceedings of the AAAI Conference on Artificial Intelligence, AAAI Press, 2021, pp. 11525–11535.
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S. Grunbacher, R. Hasani, M. Lechner, J. Cyranka, S.A. Smolka, R. Grosu, in:, Proceedings of the AAAI Conference on Artificial Intelligence, AAAI Press, 2021, pp. 11525–11535.
2021 | Published | Conference Paper | IST-REx-ID: 10670 |
Causal navigation by continuous-time neural networks
C.J. Vorbach, R. Hasani, A. Amini, M. Lechner, D. Rus, in:, 35th Conference on Neural Information Processing Systems, 2021.
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C.J. Vorbach, R. Hasani, A. Amini, M. Lechner, D. Rus, in:, 35th Conference on Neural Information Processing Systems, 2021.
2021 | Published | Conference Paper | IST-REx-ID: 10671 |
Liquid time-constant networks
R. Hasani, M. Lechner, A. Amini, D. Rus, R. Grosu, in:, Proceedings of the AAAI Conference on Artificial Intelligence, AAAI Press, 2021, pp. 7657–7666.
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R. Hasani, M. Lechner, A. Amini, D. Rus, R. Grosu, in:, Proceedings of the AAAI Conference on Artificial Intelligence, AAAI Press, 2021, pp. 7657–7666.
2021 | Published | Conference Paper | IST-REx-ID: 10694 |
Infinite-duration all-pay bidding games
G. Avni, I.R. Jecker, D. Zikelic, in:, D. Marx (Ed.), Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms, Society for Industrial and Applied Mathematics, 2021, pp. 617–636.
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G. Avni, I.R. Jecker, D. Zikelic, in:, D. Marx (Ed.), Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms, Society for Industrial and Applied Mathematics, 2021, pp. 617–636.
2021 | Published | Thesis | IST-REx-ID: 10083 |
Rapid cell growth regulation in Arabidopsis
L. Li, Rapid Cell Growth Regulation in Arabidopsis, Institute of Science and Technology Austria, 2021.
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L. Li, Rapid Cell Growth Regulation in Arabidopsis, Institute of Science and Technology Austria, 2021.
2020 | Published | Thesis | IST-REx-ID: 7196 |
A role of graphs in evolutionary processes
J. Tkadlec, A Role of Graphs in Evolutionary Processes, Institute of Science and Technology Austria, 2020.
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J. Tkadlec, A Role of Graphs in Evolutionary Processes, Institute of Science and Technology Austria, 2020.
2020 | Published | Thesis | IST-REx-ID: 7460 |
The hole system of triangulated shapes
K. Ölsböck, The Hole System of Triangulated Shapes, Institute of Science and Technology Austria, 2020.
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K. Ölsböck, The Hole System of Triangulated Shapes, Institute of Science and Technology Austria, 2020.
2020 | Published | Thesis | IST-REx-ID: 7514 |
The free energy of a dilute two-dimensional Bose gas
S. Mayer, The Free Energy of a Dilute Two-Dimensional Bose Gas, Institute of Science and Technology Austria, 2020.
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S. Mayer, The Free Energy of a Dilute Two-Dimensional Bose Gas, Institute of Science and Technology Austria, 2020.
2020 | Published | Journal Article | IST-REx-ID: 9196
Modelled distributions of Triebel–Lizorkin type
S. Hensel, T. Rosati, Studia Mathematica 252 (2020) 251–297.
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| arXiv
S. Hensel, T. Rosati, Studia Mathematica 252 (2020) 251–297.
2020 | Published | Conference Paper | IST-REx-ID: 10672 |
Learning representations for binary-classification without backpropagation
M. Lechner, in:, 8th International Conference on Learning Representations, ICLR, 2020.
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M. Lechner, in:, 8th International Conference on Learning Representations, ICLR, 2020.
2020 | Published | Conference Paper | IST-REx-ID: 10673 |
A natural lottery ticket winner: Reinforcement learning with ordinary neural circuits
R. Hasani, M. Lechner, A. Amini, D. Rus, R. Grosu, in:, Proceedings of the 37th International Conference on Machine Learning, 2020, pp. 4082–4093.
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R. Hasani, M. Lechner, A. Amini, D. Rus, R. Grosu, in:, Proceedings of the 37th International Conference on Machine Learning, 2020, pp. 4082–4093.
2019 | Published | Conference Paper | IST-REx-ID: 10190 |
Value-centric dynamic partial order reduction
K. Chatterjee, A. Pavlogiannis, V. Toman, in:, Proceedings of the 34th ACM International Conference on Object-Oriented Programming, Systems, Languages, and Applications, ACM, 2019.
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K. Chatterjee, A. Pavlogiannis, V. Toman, in:, Proceedings of the 34th ACM International Conference on Object-Oriented Programming, Systems, Languages, and Applications, ACM, 2019.
2018 | Published | Thesis | IST-REx-ID: 69 |
Charge sensing and spin relaxation times of holes in Ge hut wires
L. Vukušić, Charge Sensing and Spin Relaxation Times of Holes in Ge Hut Wires, Institute of Science and Technology Austria, 2018.
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L. Vukušić, Charge Sensing and Spin Relaxation Times of Holes in Ge Hut Wires, Institute of Science and Technology Austria, 2018.
2018 | Published | Journal Article | IST-REx-ID: 104 |
The core effector Cce1 is required for early infection of maize by Ustilago maydis
D. Seitner, S. Uhse, M.C. Gallei, A. Djamei, Molecular Plant Pathology 19 (2018) 2277–2287.
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D. Seitner, S. Uhse, M.C. Gallei, A. Djamei, Molecular Plant Pathology 19 (2018) 2277–2287.
2016 | Published | Thesis | IST-REx-ID: 1130 |
Automatic synthesis of synchronisation primitives for concurrent programs
T. Tarrach, Automatic Synthesis of Synchronisation Primitives for Concurrent Programs, Institute of Science and Technology Austria, 2016.
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T. Tarrach, Automatic Synthesis of Synchronisation Primitives for Concurrent Programs, Institute of Science and Technology Austria, 2016.
2015 | Published | Thesis | IST-REx-ID: 1401 |
Learning with attributes for object recognition: Parametric and non-parametrics views
V. Sharmanska, Learning with Attributes for Object Recognition: Parametric and Non-Parametrics Views, Institute of Science and Technology Austria, 2015.
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V. Sharmanska, Learning with Attributes for Object Recognition: Parametric and Non-Parametrics Views, Institute of Science and Technology Austria, 2015.
2013 | Published | Thesis | IST-REx-ID: 1405 |
Analysis of dynamic message passing programs
D. Zufferey, Analysis of Dynamic Message Passing Programs, Institute of Science and Technology Austria, 2013.
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D. Zufferey, Analysis of Dynamic Message Passing Programs, Institute of Science and Technology Austria, 2013.
2012 | Published | Thesis | IST-REx-ID: 2964
Active properties of hippocampal CA3 pyramidal neuron dendrites
S. Kim, Active Properties of Hippocampal CA3 Pyramidal Neuron Dendrites, Institute of Science and Technology Austria, 2012.
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S. Kim, Active Properties of Hippocampal CA3 Pyramidal Neuron Dendrites, Institute of Science and Technology Austria, 2012.
2010 | Published | Thesis | IST-REx-ID: 3962
Dendritic cell migration across basement membranes in the skin
H. Pflicke, Dendritic Cell Migration across Basement Membranes in the Skin, Institute of Science and Technology Austria, 2010.
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H. Pflicke, Dendritic Cell Migration across Basement Membranes in the Skin, Institute of Science and Technology Austria, 2010.