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GoTube: Scalable Stochastic Verification of Continuous-Depth Models


Jul 18, 2021
Sophie Gruenbacher, Mathias Lechner, Ramin Hasani, Daniela Rus, Thomas A. Henzinger, Scott Smolka, Radu Grosu

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* 17 Pages 

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On-Off Center-Surround Receptive Fields for Accurate and Robust Image Classification


Jun 13, 2021
Zahra Babaiee, Ramin Hasani, Mathias Lechner, Daniela Rus, Radu Grosu

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* 21 Pages. Accepted for publication in the proceedings of the 38th International Conference on Machine Learning (ICML) 2021 

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Adversarial Training is Not Ready for Robot Learning


Mar 15, 2021
Mathias Lechner, Ramin Hasani, Radu Grosu, Daniela Rus, Thomas A. Henzinger

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* Accepted at the IEEE International Conference on Robotics and Automation (ICRA) 2021 

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Model-based versus Model-free Deep Reinforcement Learning for Autonomous Racing Cars


Mar 08, 2021
Axel Brunnbauer, Luigi Berducci, Andreas Brandstätter, Mathias Lechner, Ramin Hasani, Daniela Rus, Radu Grosu

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On The Verification of Neural ODEs with Stochastic Guarantees


Dec 16, 2020
Sophie Gruenbacher, Ramin Hasani, Mathias Lechner, Jacek Cyranka, Scott A. Smolka, Radu Grosu

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* 12 pages, 2 figures 

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Lagrangian Reachtubes: The Next Generation


Dec 14, 2020
Sophie Gruenbacher, Jacek Cyranka, Mathias Lechner, Md. Ariful Islam, Scott A. Smolka, Radu Grosu

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* 12 pages, 14 figures 

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Liquid Time-constant Networks


Jun 08, 2020
Ramin Hasani, Mathias Lechner, Alexander Amini, Daniela Rus, Radu Grosu

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* 32 pages, 9 figures 

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ResNets, NeuralODEs and CT-RNNs are Particular Neural Regulatory Networks


Mar 19, 2020
Radu Grosu

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* 9 pages, 4 figures 

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