|
| | Preview | Author(s) | Title | Type | Issue Date |
| 1 | | Brunnbauer, Axel ; Berducci, Luigi ; Brandstätter, Andreas ; Lechner, Mathias ; Hasani, Ramin ; Rus, Daniela ; Grosu, Radu | Latent Imagination Facilitates Zero-Shot Transfer in Autonomous Racing | Inproceedings Konferenzbeitrag  | 2022 |
| 2 | | Sietzen, Stefan ; Lechner, Mathias ; Borowski, Judy ; Hasani, Ramin ; Waldner, Manuela | Interactive Analysis of CNN Robustness | Artikel Article | 2021 |
| 3 | | Babaiee, Zahra ; Hasani, Ramin ; Lechner, Mathias ; Rus, Daniela ; Grosu, Radu | On-Off Center-Surround Receptive Fields for Accurate and Robust Image Classification | Konferenzbeitrag Inproceedings | 2021 |
| 4 | | Hasani, Ramin ; Lechner, Mathias ; Amini, Alexander ; Rus, Daniela ; Grosu, Radu | Liquid Time-Constant Networks | Konferenzbeitrag Inproceedings | 2021 |
| 5 | | Grünbacher, Sophie ; Hasani, Ramin ; Lechner, Mathias ; Cyranka, Jacek ; Smolka, Scott A. ; Grosu, Radu | On The Verification of Neural ODEs with Stochastic Guarantees | Konferenzbeitrag Inproceedings | 2021 |
| 6 | | Lechner, Mathias ; Hasani, Ramin ; Grosu, Radu ; Rus, Daniela ; Henzinger, Thomas A. | Adversarial Training is Not Ready for Robot Learning | Konferenzbeitrag Inproceedings | 2021 |
| 7 |  | Lechner, Mathias ; Hasani, Ramin ; Rus, Daniela ; Grosu, Radu | Gershgorin Loss Stabilizes the Recurrent Neural Network Compartment of an End-to-end Robot Learning Scheme | Inproceedings Konferenzbeitrag   | 31-Aug-2020 |
| 8 |  | Hasani, Ramin ; Lechner, Mathias ; Amini, Alexander ; Rus, Daniela ; Grosu, Radu | The Natural Lottery Ticket Winner: Reinforcement Learning with Ordinary Neural Circuits | Inproceedings Konferenzbeitrag | 31-Jul-2020 |
| 9 | | Hasani, Ramin ; Lechner, Mathias ; Amini, Alexander ; Rus, Daniela ; Grosu, Radu | A Natural Lottery Ticket Winner: Reinforcement Learning with Ordinary Neural Circuits | Konferenzbeitrag Inproceedings | 2020 |
| 10 | | Lechner, Mathias ; Hasani, Ramin ; Amini, Alexander ; Henzinger, Thomas A. ; Rus, Daniela ; Grosu, Radu | Neural Circuit Policies Enabling Auditable Autonomy | Artikel Article | 2020 |
| 11 | | Grünbacher, Sophie ; Hasani, Ramin ; Lechner, Mathias ; Cyranka, Jacek ; Smolka, Scott A. ; Grosu, Radu | On The Verification of Neural ODEs with Stochastic Guarantees | Preprint Preprint | 2020 |
| 12 | | Lechner, Mathias ; Hasani, Ramin ; Zimmer, Manuel ; Henzinger, Thomas A. ; Grosu, Radu | Designing Worm-inspired Neural Networks for Interpretable Robotic Control | Konferenzbeitrag Inproceedings | 2019 |
| 13 | | Hasani, Ramin ; Amini, Alexander ; Lechner, Mathias ; Naser, Felix ; Grosu, Radu ; Rus, Daniela | Response Characterization for Auditing Cell Dynamics in Long Short-term Memory Networks | Konferenzbeitrag Inproceedings | 2019 |
| 14 | | Lechner, Mathias ; Hasani, Ramin ; Grosu, Radu | Interpretable Neuronal Circuit Policies for Reinforcement Learning Environments | Konferenzbeitrag Inproceedings | 2018 |
| 15 | | Hasani, Ramin ; Amini, Alexander ; Lechner, Mathias ; Naser, Felix ; Grosu, Radu ; Rus, Daniela | Response Characterization for Auditing Cell Dynamics in Long Short-term Memory Networks | Konferenzbeitrag Inproceedings | 2018 |
| 16 | | Lechner, Mathias ; Grosu, Radu ; Hasani, Ramin | Worm-level Control through Search-based Reinforcement Learning | Konferenzbeitrag Inproceedings | 2017 |
