David Cox
David Cox
Director, MIT-IBM Watson AI Lab, IBM Research AI
Verified email at ibm.com - Homepage
TitleCited byYear
fMRI "Brain Reading": detecting and classifying distributed patterns of fMRI activity in human visual cortex
DD Cox, RL Savoy
Neuroimage 19 (2), 261-270, 2003
1013*2003
Untangling invariant object recognition
JJ DiCarlo, DD Cox
Trends in cognitive sciences 11 (8), 333-341, 2007
5732007
Why is real-world visual object recognition hard?
N Pinto, DD Cox, JJ DiCarlo
PLoS computational biology 4 (1), e27, 2008
5692008
Making a science of model search: Hyperparameter optimization in hundreds of dimensions for vision architectures
J Bergstra, D Yamins, DD Cox
Jmlr, 2013
4322013
Visual place recognition: A survey
S Lowry, N Sünderhauf, P Newman, JJ Leonard, D Cox, P Corke, ...
IEEE Transactions on Robotics 32 (1), 1-19, 2015
3262015
Deep predictive coding networks for video prediction and unsupervised learning
W Lotter, G Kreiman, D Cox
International Conference of Learning Representations (ICLR), 2017
2832017
A high-throughput screening approach to discovering good forms of biologically inspired visual representation
N Pinto, D Doukhan, JJ DiCarlo, DD Cox
PLoS computational biology 5 (11), e1000579, 2009
2672009
Large-scale optimization of hierarchical features for saliency prediction in natural images
E Vig, M Dorr, D Cox
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2014
2392014
How far can you get with a modern face recognition test set using only simple features?
N Pinto, JJ DiCarlo, DD Cox
2009 IEEE Conference on Computer Vision and Pattern Recognition, 2591-2598, 2009
2302009
Chemosensory cues to conspecific emotional stress activate amygdala in humans
LR Mujica-Parodi, HH Strey, B Frederick, R Savoy, D Cox, Y Botanov, ...
PloS one 4 (7), e6415, 2009
2132009
Beyond simple features: A large-scale feature search approach to unconstrained face recognition
D Cox, N Pinto
Face and Gesture 2011, 8-15, 2011
2102011
Hyperopt: A python library for optimizing the hyperparameters of machine learning algorithms
J Bergstra, D Yamins, DD Cox
Proceedings of the 12th Python in science conference, 13-20, 2013
1882013
Multiple object response normalization in monkey inferotemporal cortex
D Zoccolan, DD Cox, JJ DiCarlo
Journal of Neuroscience 25 (36), 8150-8164, 2005
1822005
Contextually evoked object-specific responses in human visual cortex
D Cox, E Meyers, P Sinha
Science 304 (5667), 115-117, 2004
1602004
'Breaking'position-invariant object recognition
DD Cox, P Meier, N Oertelt, JJ DiCarlo
Nature neuroscience 8 (9), 1145, 2005
1552005
Space-variant descriptor sampling for action recognition based on saliency and eye movements
E Vig, M Dorr, D Cox
European conference on computer vision, 84-97, 2012
1172012
A rodent model for the study of invariant visual object recognition
D Zoccolan, N Oertelt, JJ DiCarlo, DD Cox
Proceedings of the National Academy of Sciences 106 (21), 8748-8753, 2009
1122009
Hyperopt: a python library for model selection and hyperparameter optimization
J Bergstra, B Komer, C Eliasmith, D Yamins, DD Cox
Computational Science & Discovery 8 (1), 014008, 2015
1052015
Device and method for tracking eye gaze direction
D Cox, J DiCarlo
US Patent App. 11/386,878, 2007
932007
On the information bottleneck theory of deep learning
AM Saxe, Y Bansal, J Dapello, M Advani, A Kolchinsky, BD Tracey, ...
812018
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