Zahra Babaiee

23 papers A* 4A 2Journal 17
YearRankTypeTitle / Venue / Authors
2025 J jnl
Modelling and analysis of the 8 filters from the "master key filters hypothesis" for depthwise-separable deep networks in relation to idealized receptive fields based on scale-space theory.
CoRR
Tony Lindeberg, Zahra Babaiee, Peyman M. Kiasari
2025 A conf
Scalable Offline Reinforcement Learning for Mean Field Games.
AAMAS
Axel Brunnbauer, Julian Lemmel, Zahra Babaiee, Sophie A. Neubauer, Radu Grosu
2025 A* conf
The Master Key Filters Hypothesis: Deep Filters Are General.
AAAI
Zahra Babaiee, Peyman M. Kiasari, Daniela Rus, Radu Grosu
2025 J jnl
The Quest for Universal Master Key Filters in DS-CNNs.
CoRR
Zahra Babaiee, Peyman M. Kiasari, Daniela Rus, Radu Grosu
2025 A* conf
Visual Graph Arena: Evaluating Visual Conceptualization of Vision and Multimodal Large Language Models.
ICML
Zahra Babaiee, Peyman M. Kiasari, Daniela Rus, Radu Grosu
2025 J jnl
Visual Graph Arena: Evaluating Visual Conceptualization of Vision and Multimodal Large Language Models.
CoRR
Zahra Babaiee, Peyman M. Kiasari, Daniela Rus, Radu Grosu
2024 A conf
Neural Echos: Depthwise Convolutional Filters Replicate Biological Receptive Fields.
WACV
Zahra Babaiee, Peyman M. Kiasari, Daniela Rus, Radu Grosu
2024 J jnl
Neural Echos: Depthwise Convolutional Filters Replicate Biological Receptive Fields.
CoRR
Zahra Babaiee, Peyman M. Kiasari, Daniela Rus, Radu Grosu
2024 J jnl
Scalable Offline Reinforcement Learning for Mean Field Games.
CoRR
Axel Brunnbauer, Julian Lemmel, Zahra Babaiee, Sophie A. Neubauer, Radu Grosu
2024 J jnl
Segmentation of Prostate Tumour Volumes from PET Images is a Different Ball Game.
CoRR
Shrajan Bhandary, Dejan Kuhn, Zahra Babaiee, Tobias Fechter, Simon Spohn, Constantinos Zamboglou, Anca-Ligia Grosu, Radu Grosu
2024 J jnl
The Master Key Filters Hypothesis: Deep Filters Are General in DS-CNNs.
CoRR
Zahra Babaiee, Peyman M. Kiasari, Daniela Rus, Radu Grosu
2024 A* conf
Unveiling the Unseen: Identifiable Clusters in Trained Depthwise Convolutional Kernels.
ICLR
Zahra Babaiee, Peyman M. Kiasari, Daniela Rus, Radu Grosu
2024 J jnl
Unveiling the Unseen: Identifiable Clusters in Trained Depthwise Convolutional Kernels.
CoRR
Zahra Babaiee, Peyman M. Kiasari, Daniela Rus, Radu Grosu
2023 J jnl
Investigation and benchmarking of U-Nets on prostate segmentation tasks.
Comput. Medical Imaging Graph.
Shrajan Bhandary, Dejan Kuhn, Zahra Babaiee, Tobias Fechter, Matthias Benndorf, Constantinos Zamboglou, Anca-Ligia Grosu, Radu Grosu
2023 J jnl
Prediction of Tourism Flow with Sparse Geolocation Data.
CoRR
Julian Lemmel, Zahra Babaiee, Marvin Kleinlehner, Ivan Majic, Philipp Neubauer, Johannes Scholz, Radu Grosu, Sophie A. Neubauer
2022 J jnl
Deep-Learning vs Regression: Prediction of Tourism Flow with Limited Data.
CoRR
Julian Lemmel, Zahra Babaiee, Marvin Kleinlehner, Ivan Majic, Philipp Neubauer, Johannes Scholz, Radu Grosu, Sophie A. Neubauer
2022 J jnl
End-to-End Sensitivity-Based Filter Pruning.
CoRR
Zahra Babaiee, Lucas Liebenwein, Ramin M. Hasani, Daniela Rus, Radu Grosu
2022 J jnl
Entangled Residual Mappings.
CoRR
Mathias Lechner, Ramin M. Hasani, Zahra Babaiee, Radu Grosu, Daniela Rus, Thomas A. Henzinger, Sepp Hochreiter
2022 J jnl
IB-U-Nets: Improving medical image segmentation tasks with 3D Inductive Biased kernels.
CoRR
Shrajan Bhandary, Zahra Babaiee, Dejan Kostyszyn, Tobias Fechter, Constantinos Zamboglou, Anca-Ligia Grosu, Radu Grosu
2022 J jnl
Pruning by Active Attention Manipulation.
CoRR
Zahra Babaiee, Lucas Liebenwein, Ramin M. Hasani, Daniela Rus, Radu Grosu
2021 J jnl
3D-OOCS: Learning Prostate Segmentation with Inductive Bias.
CoRR
Shrajan Bhandary, Zahra Babaiee, Dejan Kostyszyn, Tobias Fechter, Constantinos Zamboglou, Anca L. Grosu, Radu Grosu
2021 A* conf
On-Off Center-Surround Receptive Fields for Accurate and Robust Image Classification.
ICML
Zahra Babaiee, Ramin M. Hasani, Mathias Lechner, Daniela Rus, Radu Grosu
2021 J jnl
On-Off Center-Surround Receptive Fields for Accurate and Robust Image Classification.
CoRR
Zahra Babaiee, Ramin M. Hasani, Mathias Lechner, Daniela Rus, Radu Grosu