Odelia Schwartz

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 9

Top Topics

Traumatic Brain Injury

Machine Learning Models

Functional Properties

Top Venues

J. Cogn. Neurosci.

PLoS Comput. Biol.

Publications

Xu Pan, Ruben Coen Cagli, Odelia Schwartz
Probing the Structure and Functional Properties of the Dropout-Induced Correlated Variability in Convolutional Neural Networks. Neural Comput. 36 (4) (2024)
Xu Pan, Aaron Philip, Ziqian Xie, Odelia Schwartz
Dissecting Query-Key Interaction in Vision Transformers. CoRR (2024)
Xu Pan, Annie DeForge, Odelia Schwartz
Generalizing biological surround suppression based on center surround similarity via deep neural network models. PLoS Comput. Biol. 19 (9) (2023)
Joshua Bowren, Luis G. Sánchez Giraldo, Odelia Schwartz
Inference via Sparse Coding in a Hierarchical Vision Model. CoRR (2021)
Hannah L. Radabaugh, Jerry Bonnell, W. Dalton Dietrich, Helen M. Bramlett, Odelia Schwartz, Dilip Sarkar
Development and Evaluation of Machine Learning Models for Recovery Prediction after Treatment for Traumatic Brain Injury. EMBC (2020)
Luis Gonzalo Sánchez Giraldo, Odelia Schwartz
Integrating Flexible Normalization into Midlevel Representations of Deep Convolutional Neural Networks. Neural Comput. 31 (11) (2019)
Luis Gonzalo Sánchez Giraldo, Odelia Schwartz
Integrating Flexible Normalization into Mid-Level Representations of Deep Convolutional Neural Networks. CoRR (2018)
Md Nasir Uddin Laskar, Luis G. Sánchez Giraldo, Odelia Schwartz
Correspondence of Deep Neural Networks and the Brain for Visual Textures. CoRR (2018)
Toviah Moldwin, Odelia Schwartz, Elyse Sussman
Statistical Learning of Melodic Patterns Influences the Brain's Response to Wrong Notes. J. Cogn. Neurosci. 29 (12) (2017)
David F. Ramirez-Moreno, Odelia Schwartz, Juan F. Ramirez-Villegas
A saliency-based bottom-up visual attention model for dynamic scenes analysis. Biol. Cybern. 107 (2) (2013)
Ruben Coen Cagli, Peter Dayan, Odelia Schwartz
Cortical Surround Interactions and Perceptual Salience via Natural Scene Statistics. PLoS Comput. Biol. 8 (3) (2012)
Ruben Coen Cagli, Peter Dayan, Odelia Schwartz
Statistical Models of Linear and Nonlinear Contextual Interactions in Early Visual Processing. NIPS (2009)
Odelia Schwartz, Terrence J. Sejnowski, Peter Dayan
Soft Mixer Assignment in a Hierarchical Generative Model of Natural Scene Statistics. Neural Comput. 18 (11) (2006)
Odelia Schwartz, Terrence J. Sejnowski, Peter Dayan
A Bayesian Framework for Tilt Perception and Confidence. NIPS (2005)
Odelia Schwartz, Terrence J. Sejnowski, Peter Dayan
Assignment of Multiplicative Mixtures in Natural Images. NIPS (2004)
Odelia Schwartz, Javier R. Movellan, Thomas Wachtler, Thomas D. Albright, Terrence J. Sejnowski
Spike count distributions, factorizability, and contextual effects in area V1. Neurocomputing (2004)
Nicole C. Rust, Odelia Schwartz, J. Anthony Movshon, Eero P. Simoncelli
Spike-triggered characterization of excitatory and suppressive stimulus dimensions in monkey V1. Neurocomputing (2004)
Odelia Schwartz, E. J. Chichilnisky, Eero P. Simoncelli
Characterizing Neural Gain Control using Spike-triggered Covariance. NIPS (2001)
Odelia Schwartz, Eero P. Simoncelli
Natural Sound Statistics and Divisive Normalization in the Auditory System. NIPS (2000)
Odelia Schwartz, John G. Harris, José Carlos Príncipe
Modeling the precedence effect for speech using the gamma filter. Neural Networks 12 (3) (1999)
Eero P. Simoncelli, Odelia Schwartz
Modeling Surround Suppression in V1 Neurons with a Statistically Derived Normalization Model. NIPS (1998)