| 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 | 1102* | 2003 |
| Making a science of model search: Hyperparameter optimization in hundreds of dimensions for vision architectures J Bergstra, D Yamins, D Cox International conference on machine learning, 115-123, 2013 | 751 | 2013 |
| Untangling invariant object recognition JJ DiCarlo, DD Cox Trends in cognitive sciences 11 (8), 333-341, 2007 | 677 | 2007 |
| Why is real-world visual object recognition hard? N Pinto, DD Cox, JJ DiCarlo PLoS Comput Biol 4 (1), e27, 2008 | 635 | 2008 |
| 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 | 515 | 2015 |
| Deep predictive coding networks for video prediction and unsupervised learning W Lotter, G Kreiman, D Cox International Conference of Learning Representations (ICLR), 2017 | 468 | 2017 |
| 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 | 346 | 2013 |
| 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 | 311 | 2014 |
| A high-throughput screening approach to discovering good forms of biologically inspired visual representation N Pinto, D Doukhan, JJ DiCarlo, DD Cox PLoS Comput Biol 5 (11), e1000579, 2009 | 308 | 2009 |
| 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 | 247 | 2009 |
| Beyond simple features: A large-scale feature search approach to unconstrained face recognition D Cox, N Pinto Face and Gesture 2011, 8-15, 2011 | 246 | 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 | 239 | 2009 |
| 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 | 225 | 2015 |
| Multiple object response normalization in monkey inferotemporal cortex D Zoccolan, DD Cox, JJ DiCarlo Journal of Neuroscience 25 (36), 8150-8164, 2005 | 197 | 2005 |
| Contextually evoked object-specific responses in human visual cortex D Cox, E Meyers, P Sinha Science 304 (5667), 115-117, 2004 | 176 | 2004 |
| On the information bottleneck theory of deep learning AM Saxe, Y Bansal, J Dapello, M Advani, A Kolchinsky, BD Tracey, ... Journal of Statistical Mechanics: Theory and Experiment 2019 (12), 124020, 2019 | 169 | 2019 |
| 'Breaking'position-invariant object recognition DD Cox, P Meier, N Oertelt, JJ DiCarlo Nature neuroscience 8 (9), 1145-1147, 2005 | 166 | 2005 |
| 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 | 130 | 2009 |
| 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 | 129 | 2012 |
| Neural networks and neuroscience-inspired computer vision DD Cox, T Dean Current Biology 24 (18), R921-R929, 2014 | 107 | 2014 |
Walter ScheirerAssociate Professor of Computer Science and Engineering, University of Notre DameE-mail confirmado em nd.edu
