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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]
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]
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]
'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]
Contextually evoked object-specific responses in human visual cortex
Science 304 (5667): 115-117
[PDF] [bibtex] [pubmed] [more info]
Computer Science
James Bergstra,
Nicolas Pinto,
David Cox
(2012)
Machine Learning for Predictive Auto-Tuning with Boosted Regression Trees
Innovative Parallel Computing
[PDF] [bibtex] [more info]
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]
Beyond Simple Features: A Large-Scale Feature Search Approach to Unconstrained Face Recognition
IEEE Automatic Face and Gesture Recognition
[PDF] [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]
Towards an Embedded Visual Object Recognition Processor
Field Programmable Technology
[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]
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]
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]
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]
All Publications by date
2013
James Bergstra,
Daniel Yamins,
David Cox
(2013)
Making a Science of Model Search
International Conference on Machine Learning
[link] [bibtex] [more info]
Making a Science of Model Search
International Conference on Machine Learning
[link] [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]
Saliency-based Selection of Sparse Descriptors for Action Recognition
International Conference of Image Processing
[PDF] [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]
Space-Variant Descriptor Sampling for Action Recognition Based On Saliency and Eye Movements
European Conference on Computer Vision
[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]
Person-Specific Subspace Analysis for Unconstrained Familiar Face Identification
British Machine Vision Conference
[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]
Machine Learning for Predictive Auto-Tuning with Boosted Regression Trees
Innovative Parallel Computing
[PDF] [bibtex] [more info]
2011
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]
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,
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]
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,
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]
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]
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]
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]
A self-calibrating, camera-based eye tracker for the recording of rodent eye movements
Frontiers in Neuroscience 4
[PDF] [link] [bibtex] [pubmed] [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]
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]
Towards an Embedded Visual Object Recognition Processor
Field Programmable Technology
[PDF] [bibtex] [more info]
2009
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]
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]
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]
Chemosensory Cues to Conspecific Emotional Stress Activate the Amygdala in Humans
PLoS One 4 (7): e6415
[PDF] [link] [bibtex] [pubmed] [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]
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]
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]
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
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]
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]
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]
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]
Establishing Good Benchmarks and Baselines for Face Recognition
European Conference on Computer Vision,Workshop on Faces in Real Life Images
[PDF] [bibtex] [more info]
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]
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]
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]
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
[PDF] [bibtex] [pubmed] [more info]
Untangling invariant object recognition
Trends in Cognitive Sciences 11 : 333-341
[PDF] [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]
'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]
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]
Contextually evoked object-specific responses in human visual cortex
Science 304 (5667): 115-117
[PDF] [bibtex] [pubmed] [more info]
2003
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Recent News
2012-6-15 12:01 Moving on (sort of)
2012-5-20 12:01 Machine learning-based GPU autotuning (new paper)
2011-7-21 11:01 Radio interview on Face Recognition and Privacy on NPR
2011-7-21 11:01 Radio interview on Face Recognition and Privacy on NPR
2011-5-1 12:01 Workshop on Biologically Consistent Computer Vision @ CVPR
2011-3-15 12:01 New Face Recognition Results
@ Copyright 2011. President and Fellows of Harvard College.
