Zahra Babaiee

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 15

Top Topics

Receptive Fields

Prostate Segmentation

Top Venues

Comput. Medical Imaging Graph.

Publications

Zahra Babaiee, Peyman M. Kiasari, Daniela Rus, Radu Grosu
Neural Echos: Depthwise Convolutional Filters Replicate Biological Receptive Fields. CoRR (2024)
Zahra Babaiee, Peyman M. Kiasari, Daniela Rus, Radu Grosu
Unveiling the Unseen: Identifiable Clusters in Trained Depthwise Convolutional Kernels. ICLR (2024)
Zahra Babaiee, Peyman M. Kiasari, Daniela Rus, Radu Grosu
Neural Echos: Depthwise Convolutional Filters Replicate Biological Receptive Fields. WACV (2024)
Shrajan Bhandary, Dejan Kuhn, Zahra Babaiee, Tobias Fechter, Simon Spohn, Constantinos Zamboglou, Anca-Ligia Grosu, Radu Grosu
Segmentation of Prostate Tumour Volumes from PET Images is a Different Ball Game. CoRR (2024)
Zahra Babaiee, Peyman M. Kiasari, Daniela Rus, Radu Grosu
Unveiling the Unseen: Identifiable Clusters in Trained Depthwise Convolutional Kernels. CoRR (2024)
Julian Lemmel, Zahra Babaiee, Marvin Kleinlehner, Ivan Majic, Philipp Neubauer, Johannes Scholz, Radu Grosu, Sophie A. Neubauer
Prediction of Tourism Flow with Sparse Geolocation Data. CoRR (2023)
Shrajan Bhandary, Dejan Kuhn, Zahra Babaiee, Tobias Fechter, Matthias Benndorf, Constantinos Zamboglou, Anca-Ligia Grosu, Radu Grosu
Investigation and benchmarking of U-Nets on prostate segmentation tasks. Comput. Medical Imaging Graph. 107 (2023)
Shrajan Bhandary, Zahra Babaiee, Dejan Kostyszyn, Tobias Fechter, Constantinos Zamboglou, Anca-Ligia Grosu, Radu Grosu
IB-U-Nets: Improving medical image segmentation tasks with 3D Inductive Biased kernels. CoRR (2022)
Julian Lemmel, Zahra Babaiee, Marvin Kleinlehner, Ivan Majic, Philipp Neubauer, Johannes Scholz, Radu Grosu, Sophie A. Neubauer
Deep-Learning vs Regression: Prediction of Tourism Flow with Limited Data. CoRR (2022)
Mathias Lechner, Ramin M. Hasani, Zahra Babaiee, Radu Grosu, Daniela Rus, Thomas A. Henzinger, Sepp Hochreiter
Entangled Residual Mappings. CoRR (2022)
Zahra Babaiee, Lucas Liebenwein, Ramin M. Hasani, Daniela Rus, Radu Grosu
Pruning by Active Attention Manipulation. CoRR (2022)
Zahra Babaiee, Lucas Liebenwein, Ramin M. Hasani, Daniela Rus, Radu Grosu
End-to-End Sensitivity-Based Filter Pruning. CoRR (2022)
Zahra Babaiee, Ramin M. Hasani, Mathias Lechner, Daniela Rus, Radu Grosu
On-Off Center-Surround Receptive Fields for Accurate and Robust Image Classification. CoRR (2021)
Shrajan Bhandary, Zahra Babaiee, Dejan Kostyszyn, Tobias Fechter, Constantinos Zamboglou, Anca L. Grosu, Radu Grosu
3D-OOCS: Learning Prostate Segmentation with Inductive Bias. CoRR (2021)
Zahra Babaiee, Ramin M. Hasani, Mathias Lechner, Daniela Rus, Radu Grosu
On-Off Center-Surround Receptive Fields for Accurate and Robust Image Classification. ICML (2021)