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Neuroscience

Davide Zoccolan, Nadja Oertelt, James J. DiCarlo, David D. Cox (2009)
A rodent model for the study of invariant visual object recognition
Proceedings of the National Academy of Sciences 106 (21): 8748-8753
[PDF] [link] [bibtex] [more info]
David D. Cox , James J. DiCarlo (2008)
Does learned shape selectivity in inferior temporal cortex automatically generalize across retinal position?
Journal of Neuroscience 28 (40): 10045-10055
[PDF] [link] [bibtex] [pubmed] [more info]
David D. Cox , Philip Meier, Nadja Oertelt, James J. DiCarlo (2005)
'Breaking' position-invariant object recognition
Nature Neuroscience 8 (9): 1145-1147
[PDF] [bibtex] [pubmed] [more info]
David D. Cox , Ethan Meyers, Pawan Sinha (2004)
Contextually evoked object-specific responses in human visual cortex
Science 304 (5667): 115-117
[PDF] [bibtex] [pubmed] [more info]

Computer Science

Walter Scheirer, Samuel Anthony, Ken Nakayama, David Cox (2014)
Perceptual Annotation: Measuring Human Performance to Improve Machine Vision
Transactions in Pattern Analysis and Machine Learning
[PDF] [link] [bibtex] [more info]
James Bergstra, Nicolas Pinto, David Cox (2012)
Machine Learning for Predictive Auto-Tuning with Boosted Regression Trees
Innovative Parallel Computing
[PDF] [bibtex] [more info]
Nicolas Pinto, David D. Cox (2011)
Beyond Simple Features: A Large-Scale Feature Search Approach to Unconstrained Face Recognition
IEEE Automatic Face and Gesture Recognition
[PDF] [bibtex] [more info]
Nicolas Pinto, James J. DiCarlo, David D. Cox (2009)
How far can you get with a modern face recognition test set using only simple features?
IEEE Computer Vision and Pattern Recognition
[PDF] [bibtex] [more info]
Nicolas Pinto, David Doukhan, James J. DiCarlo, David D. Cox (2009)
A High-Throughput Screening Approach to Discovering Good Forms of Biologically Inspired Visual Representation
PLoS Computational Biology 5 (11)
[PDF] [link] [bibtex] [pubmed] [researchcast] [Science Editor's Choice] [more info]

All Publications by date

2014

David Cox (2014)
Do we understand high-level vision?
Current Opinion in Neurobiology 25 : (accepted)
[bibtex] [more info]
Michael Milford, Walter Scheirer, Eleonora Vig, David Cox (2014)
Condition-Invariant Visual Place Recognition
International Conference on Robotics and Automation (ICRA)
[bibtex] [more info]
Walter Scheirer, Samuel Anthony, Ken Nakayama, David Cox (2014)
Perceptual Annotation: Measuring Human Performance to Improve Machine Vision
Transactions in Pattern Analysis and Machine Learning
[PDF] [link] [bibtex] [more info]

2013

Markus Meister, David Cox (2013)
Rats maintain a binocular field centered on the horizon
F1000Research
[link] [bibtex] [more info]
James Bergstra, David Cox (2013)
Hyperparameter Optimization and Boosting for Classifying Facial Expressions: How good can a 'Null' Model be?
International Conference on Machine Learning, Workshop on Representation and Learning
[link] [bibtex] [more info]
James Bergstra, Daniel Yamins, David Cox (2013)
Making a Science of Model Search: Hyperparameter Optimization in Hundreds of Dimensions for Vision Architectures
International Conference on Machine Learning
[link] [bibtex] [more info]
James Bergstra, Nicolas Pinto, David Cox (2013)
Skdata: Data Sets and Algorithm Evaluation Protocols in Python
SciPy 2013: Scientific Computing in Python
[PDF] [bibtex] [more info]
James Bergstra, Daniel Yamins, David Cox (2013)
Hyperopt: A Python Library for Optimizing the Hyperparameters of Machine Learning Algorithms
SciPy 2013: Scientific Computing in Python
[PDF] [bibtex] [more info]

2012

Eleonora Vig, Michael Dorr, David Cox (2012)
Saliency-based Selection of Sparse Descriptors for Action Recognition
International Conference of Image Processing
[PDF] [bibtex] [more info]
Giovani Chiachia, Nicolas Pinto, William Schwartz, Anderson Rocha, Alexandre Falcão, David Cox (2012)
Person-Specific Subspace Analysis for Unconstrained Familiar Face Identification
British Machine Vision Conference
[bibtex] [more info]
Eleonora Vig, Michael Dorr, David Cox (2012)
Space-Variant Descriptor Sampling for Action Recognition Based On Saliency and Eye Movements
European Conference on Computer Vision
[PDF] [bibtex] [more info]
James Bergstra, Nicolas Pinto, David Cox (2012)
Machine Learning for Predictive Auto-Tuning with Boosted Regression Trees
Innovative Parallel Computing
[PDF] [bibtex] [more info]

2011

Nicolas Pinto, David D. Cox (2011)
GPU Metaprogramming: A Case Study in Biologically-Inspired Computer Vision
in GPU Computing Gems, Jade Edition , published by Morgan Kaufmann Publishers
[link] [bibtex] [more info]
Nicolas Pinto, David D. Cox (2011)
Beyond Simple Features: A Large-Scale Feature Search Approach to Unconstrained Face Recognition
IEEE Automatic Face and Gesture Recognition
[PDF] [bibtex] [more info]
Nicolas Pinto, Zak Stone, Todd Zickler, David D. Cox (2011)
Scaling-up Biologically-Inspired Computer Vision: A Case-Study on Facebook
IEEE Computer Vision and Pattern Recognition,Workshop on Biologically Consistent Vision
[PDF] [bibtex] [more info]

2010

Nicolas Pinto, David D. Cox (2010)
An Evaluation of the Invariance Properties of a Biologically-Inspired System for Unconstrained Face Recognition
ICST Conference on Biologically Inspired Network, Information, and Computing Systems
[PDF] [bibtex] [more info]
Vinay Sriram, K. Tsoi, Wayne Luk, David D. Cox (2010)
A Design-Space Exploration of Biologically-Inspired Visual Object Recognition Algorithms Using CPUs, GPUs and FPGAs
Many-Core and Reconfigurable Supercomputing
[bibtex] [more info]
Vinay Sriram, K. Tsoi, Wayne Luk, David D. Cox (2010)
Towards an Embedded Visual Object Recognition Processor
Field Programmable Technology
[PDF] [bibtex] [more info]
Davide F. Zoccolan, Brett J. Graham, David D. Cox (2010)
A self-calibrating, camera-based eye tracker for the recording of rodent eye movements
Frontiers in Neuroscience 4
[PDF] [link] [bibtex] [pubmed] [more info]

2009

Nicolas Pinto, James J. DiCarlo, David D. Cox (2009)
How far can you get with a modern face recognition test set using only simple features?
IEEE Computer Vision and Pattern Recognition
[PDF] [bibtex] [more info]
Nuo Li, David D. Cox , Davide F. Zoccolan, James J. DiCarlo (2009)
What response properties do individual neurons need to underlie position and clutter 'invariant' object recognition?
Journal of Neurophysiology 102 (1): 360-376
[PDF] [link] [bibtex] [pubmed] [more info]
Nicolas Pinto, David Doukhan, James J. DiCarlo, David D. Cox (2009)
A High-Throughput Screening Approach to Discovering Good Forms of Biologically Inspired Visual Representation
PLoS Computational Biology 5 (11)
[PDF] [link] [bibtex] [pubmed] [researchcast] [Science Editor's Choice] [more info]
L. Mujica-Parodi, H. Strey, Blaise Frederick, Robert L. Savoy, David D. Cox , Y. Botanov, D. Tolkunov, D. Rubin, J. Weber (2009)
Chemosensory Cues to Conspecific Emotional Stress Activate the Amygdala in Humans
PLoS One 4 (7): e6415
[PDF] [link] [bibtex] [pubmed] [more info]
Davide Zoccolan, Nadja Oertelt, James J. DiCarlo, David D. Cox (2009)
A rodent model for the study of invariant visual object recognition
Proceedings of the National Academy of Sciences 106 (21): 8748-8753
[PDF] [link] [bibtex] [more info]

2008

David D. Cox , Alex M. Papanastassiou, Daniel Oreper, Benjamin B. Andken, James J. DiCarlo (2008)
High-resolution three-dimensional microelectrode brain mapping using stereo microfocal x-ray imaging
Journal of Neurophysiology 100 (5): 2966-2976
[PDF] [link] [bibtex] [pubmed] [more info]
Nicolas Pinto, James J. DiCarlo, David D. Cox (2008)
Establishing Good Benchmarks and Baselines for Face Recognition
European Conference on Computer Vision,Workshop on Faces in Real Life Images
[PDF] [bibtex] [more info]
Nicolas Pinto*, David D. Cox* , James J. DiCarlo (2008)
Why is Real-World Visual Object Recognition Hard?
PLoS Computational Biology 4 (1)
[PDF] [link] [bibtex] [pubmed] [more info]
David D. Cox , James J. DiCarlo (2008)
Does learned shape selectivity in inferior temporal cortex automatically generalize across retinal position?
Journal of Neuroscience 28 (40): 10045-10055
[PDF] [link] [bibtex] [pubmed] [more info]

2007

Benjamin Balas, David D. Cox , Erin Conwell (2007)
The effect of real-world personal familiarity on the speed of face information processing
PloS One 2 (11): 1223
[PDF] [link] [bibtex] [pubmed] [more info]
James J. DiCarlo, David D. Cox (2007)
Untangling invariant object recognition
Trends in Cognitive Sciences 11 : 333-341
[bibtex] [pubmed] [more info]

2005

David D. Cox , Philip Meier, Nadja Oertelt, James J. DiCarlo (2005)
'Breaking' position-invariant object recognition
Nature Neuroscience 8 (9): 1145-1147
[PDF] [bibtex] [pubmed] [more info]
Davide Zoccolan*, David D. Cox* , James J. DiCarlo (2005)
Multiple object response normalization in monkey inferotemporal cortex
Journal of Neuroscience 25 (36): 8150-8164
[PDF] [link] [bibtex] [pubmed] [more info]

2004

David D. Cox , Ethan Meyers, Pawan Sinha (2004)
Contextually evoked object-specific responses in human visual cortex
Science 304 (5667): 115-117
[PDF] [bibtex] [pubmed] [more info]

2003

David D. Cox , Robert Savoy (2003)
fMRI 'Brain Reading': detecting and classifying distributed patterns of fMRI activity in human visual cortex
NeuroImage 19 (2): 261-270
[bibtex] [pubmed] [more info]