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Odelia Schwartz
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2020 – today
- 2024
- [j10]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): 621-644 (2024) - [i4]Xu Pan, Aaron Philip, Ziqian Xie, Odelia Schwartz:
Dissecting Query-Key Interaction in Vision Transformers. CoRR abs/2405.14880 (2024) - 2023
- [j9]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) - 2021
- [i3]Joshua Bowren, Luis G. Sánchez Giraldo, Odelia Schwartz:
Inference via Sparse Coding in a Hierarchical Vision Model. CoRR abs/2108.01548 (2021) - 2020
- [c7]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: 2416-2420
2010 – 2019
- 2019
- [j8]Luis Gonzalo Sánchez Giraldo, Odelia Schwartz:
Integrating Flexible Normalization into Midlevel Representations of Deep Convolutional Neural Networks. Neural Comput. 31(11): 2138-2176 (2019) - 2018
- [i2]Luis Gonzalo Sánchez Giraldo, Odelia Schwartz:
Integrating Flexible Normalization into Mid-Level Representations of Deep Convolutional Neural Networks. CoRR abs/1806.01823 (2018) - [i1]Md Nasir Uddin Laskar, Luis G. Sánchez Giraldo, Odelia Schwartz:
Correspondence of Deep Neural Networks and the Brain for Visual Textures. CoRR abs/1806.02888 (2018) - 2017
- [j7]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) - 2013
- [j6]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): 141-160 (2013) - 2012
- [j5]Ruben Coen Cagli
, Peter Dayan
, Odelia Schwartz:
Cortical Surround Interactions and Perceptual Salience via Natural Scene Statistics. PLoS Comput. Biol. 8(3) (2012)
2000 – 2009
- 2009
- [c6]Ruben Coen Cagli, Peter Dayan, Odelia Schwartz:
Statistical Models of Linear and Nonlinear Contextual Interactions in Early Visual Processing. NIPS 2009: 369-377 - 2006
- [j4]Odelia Schwartz, Terrence J. Sejnowski, Peter Dayan
:
Soft Mixer Assignment in a Hierarchical Generative Model of Natural Scene Statistics. Neural Comput. 18(11): 2680-2718 (2006) - 2005
- [c5]Odelia Schwartz, Terrence J. Sejnowski, Peter Dayan:
A Bayesian Framework for Tilt Perception and Confidence. NIPS 2005: 1201-1208 - 2004
- [j3]Nicole C. Rust, Odelia Schwartz, J. Anthony Movshon, Eero P. Simoncelli:
Spike-triggered characterization of excitatory and suppressive stimulus dimensions in monkey V1. Neurocomputing 58-60: 793-799 (2004) - [j2]Odelia Schwartz, Javier R. Movellan, Thomas Wachtler
, Thomas D. Albright, Terrence J. Sejnowski:
Spike count distributions, factorizability, and contextual effects in area V1. Neurocomputing 58-60: 893-900 (2004) - [c4]Odelia Schwartz, Terrence J. Sejnowski, Peter Dayan:
Assignment of Multiplicative Mixtures in Natural Images. NIPS 2004: 1217-1224 - 2001
- [c3]Odelia Schwartz, E. J. Chichilnisky, Eero P. Simoncelli:
Characterizing Neural Gain Control using Spike-triggered Covariance. NIPS 2001: 269-276 - 2000
- [c2]Odelia Schwartz, Eero P. Simoncelli:
Natural Sound Statistics and Divisive Normalization in the Auditory System. NIPS 2000: 166-172
1990 – 1999
- 1999
- [j1]Odelia Schwartz, John G. Harris, José Carlos Príncipe:
Modeling the precedence effect for speech using the gamma filter. Neural Networks 12(3): 409-417 (1999) - 1998
- [c1]Eero P. Simoncelli, Odelia Schwartz:
Modeling Surround Suppression in V1 Neurons with a Statistically Derived Normalization Model. NIPS 1998: 153-159
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