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Deep-Learning vs Regression: Prediction of Tourism Flow with Limited Data


Jun 27, 2022
Julian Lemmel, Zahra Babaiee, Marvin Kleinlehner, Ivan Majic, Philipp Neubauer, Johannes Scholz, Radu Grosu, Sophie A. Neubauer

* Accepted for publication at the IJCAI'22 Workshop AI for Time Series Analysis (AI4TS-22) 

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Entangled Residual Mappings


Jun 02, 2022
Mathias Lechner, Ramin Hasani, Zahra Babaiee, Radu Grosu, Daniela Rus, Thomas A. Henzinger, Sepp Hochreiter

* 21 Pages 

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End-to-End Sensitivity-Based Filter Pruning


Apr 15, 2022
Zahra Babaiee, Lucas Liebenwein, Ramin Hasani, Daniela Rus, Radu Grosu


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3D-OOCS: Learning Prostate Segmentation with Inductive Bias


Oct 29, 2021
Shrajan Bhandary, Zahra Babaiee, Dejan Kostyszyn, Tobias Fechter, Constantinos Zamboglou, Anca Grosu, Radu Grosu


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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

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

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