| 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 | 1032* | 2003 |
| Untangling invariant object recognition JJ DiCarlo, DD Cox Trends in cognitive sciences 11 (8), 333-341, 2007 | 600 | 2007 |
| Why is real-world visual object recognition hard? N Pinto, DD Cox, JJ DiCarlo PLoS computational biology 4 (1), e27, 2008 | 585 | 2008 |
| Making a science of model search: Hyperparameter optimization in hundreds of dimensions for vision architectures J Bergstra, D Yamins, DD Cox Jmlr, 2013 | 490 | 2013 |
| 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 | 380 | 2015 |
| Deep predictive coding networks for video prediction and unsupervised learning W Lotter, G Kreiman, D Cox International Conference of Learning Representations (ICLR), 2017 | 324 | 2017 |
| 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 | 277 | 2009 |
| 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 | 269 | 2014 |
| 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 | 234 | 2009 |
| 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 | 223 | 2013 |
| Beyond simple features: A large-scale feature search approach to unconstrained face recognition D Cox, N Pinto Face and Gesture 2011, 8-15, 2011 | 219 | 2011 |
| 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 | 218 | 2009 |
| Multiple object response normalization in monkey inferotemporal cortex D Zoccolan, DD Cox, JJ DiCarlo Journal of Neuroscience 25 (36), 8150-8164, 2005 | 184 | 2005 |
| Contextually evoked object-specific responses in human visual cortex D Cox, E Meyers, P Sinha Science 304 (5667), 115-117, 2004 | 163 | 2004 |
| 'Breaking'position-invariant object recognition DD Cox, P Meier, N Oertelt, JJ DiCarlo Nature neuroscience 8 (9), 1145, 2005 | 157 | 2005 |
| 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 | 127 | 2015 |
| 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 | 118 | 2012 |
| 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 | 117 | 2009 |
| On the information bottleneck theory of deep learning AM Saxe, Y Bansal, J Dapello, M Advani, A Kolchinsky, BD Tracey, ... | 97 | 2018 |
| Device and method for tracking eye gaze direction D Cox, J DiCarlo US Patent App. 11/386,878, 2007 | 92 | 2007 |
Walter ScheirerAssistant Professor, University of Notre DameE-mail confirmado em nd.edu
