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Odelia Schwartz
Computational Neuroscience
Visual Perception Modeling
Data-Driven Learning Models
Sensory Information Processing
About
Odelia Schwartz is a faculty member in Computer Science at the University of Miami. Her research spans computational neuroscience, machine learning, perception, and vision, with a focus on understanding and modeling how intelligent systems and biological systems process sensory information. Her work bridges neuroscience and artificial intelligence, contributing to insights into visual perception and data-driven learning models.
Research Performance Summary
1996-2025
Active Research Span
First Recorded Paper
Modeling the precedence effect for speech
Year:
1996
Citations:
2
Venue:
Master's thesis, University of Florida, Gainesville, FL
Latest Recorded Paper
Enhancing vision transformer explainability using artificial astrocytes
Year:
2025
Citations:
0
Venue:
Proceedings of the Computer Vision and Pattern Recognition Conference
Last 10 Years Publication Activity
This timeline shows the professor's yearly publication activity.
Publication Venues and Collaboration
Journal, Conference, and Book Publication Breakdown
Top Coauthors
Schwartz
Simoncelli
Coen-Cagli
Research Impact by Period
Papers
2
Citations
0
Avg. Citations / Paper
0
H-Index
0
Papers
13
Citations
83
Avg. Citations / Paper
6.4
H-Index
6
Papers
11
Citations
619
Avg. Citations / Paper
56.3
H-Index
10
Papers
4
Citations
216
Avg. Citations / Paper
54
H-Index
4
Papers
9
Citations
2476
Avg. Citations / Paper
275.1
H-Index
9
Papers
10
Citations
1589
Avg. Citations / Paper
158.9
H-Index
7
Papers
4
Citations
120
Avg. Citations / Paper
30
H-Index
2
Contact and Professional Links
Detected Research Keywords
Statistics Divisive Normalization
Modeling Precedence Effect
Precedence Effect Speech
Natural Image Statistics
Image Statistics Divisive
Natural Scene Statistics
Neural Gain Control
Convolutional Neural Networks