Zahra Babaiee
6 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Core Methods
(3)
Computer Vision
(2)
Architectures
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Analysis
(1)
Application Areas
(1)
Core AI
(1)
Domain-Specific
(1)
Optimization & Theory
(1)
Processing
(1)
Keywords
convolutional neural network
(3)
depthwise convolution
(2)
receptive field
(2)
u-net architecture
(1)
edge detection
(1)
weight initialization
(1)
convolutional network
(1)
inductive bia
(1)
model generalization
(1)
distribution shift robustness
(1)
depthwise separable convolution
(1)
feature universality
(1)
small data learning
(1)
biological model
(1)
illumination robustness
(1)
filter generalization
(1)
graph-based tasks
(1)
human-like understanding
(1)
isomorphism detection
(1)
path/cycle tasks
(1)
Papers
Learning Robust Medical Image Segmentation with Inductive Bias
MIDL 2026
The Master Key Filters Hypothesis: Deep Filters Are General
AAAI 2025
Visual Graph Arena: Evaluating Visual Conceptualization of Vision and Multimodal Large Language Models
ICML 2025
Neural Echos: Depthwise Convolutional Filters Replicate Biological Receptive Fields
WACV 2024
Unveiling the Unseen: Identifiable Clusters in Trained Depthwise Convolutional Kernels
ICLR 2024
On-Off Center-Surround Receptive Fields for Accurate and Robust Image Classification
ICML 2021