Xavier Boix
Xavier Boix
Verified email at mit.edu - Homepage
Title
Cited by
Cited by
Year
SEEDS: Superpixels Extracted via Energy-Driven Sampling
M Van den Bergh, X Boix, G Roig, L Van Gool
International journal computer vision 111 (3), 298-314, 2015
5162015
Salicon: Reducing the semantic gap in saliency prediction by adapting deep neural networks
X Huang, C Shen, X Boix, Q Zhao
Proceedings of the IEEE International Conference on Computer Vision, 262-270, 2015
3892015
Harmony potentials
X Boix, JM Gonfaus, J van de Weijer, AD Bagdanov, J Serrat, J Gonzàlez
International journal of computer vision 96 (1), 83-102, 2012
294*2012
Foveation-based mechanisms alleviate adversarial examples
Y Luo, X Boix, G Roig, T Poggio, Q Zhao
arXiv preprint arXiv:1511.06292, 2015
982015
Online video seeds for temporal window objectness
M Van den Bergh, G Roig, X Boix, S Manen, L Van Gool
Proceedings of the IEEE international conference on computer vision, 377-384, 2013
912013
Theory of deep learning III: explaining the non-overfitting puzzle
T Poggio, K Kawaguchi, Q Liao, B Miranda, L Rosasco, X Boix, J Hidary, ...
arXiv preprint arXiv:1801.00173, 2017
77*2017
Are spatial and global constraints really necessary for segmentation?
A Lucchi, Y Li, X Boix, K Smith, P Fua
2011 International Conference on Computer Vision, 9-16, 2011
742011
Learning to predict sequences of human visual fixations
M Jiang, X Boix, G Roig, J Xu, L Van Gool, Q Zhao
IEEE transactions on neural networks and learning systems 27 (6), 1241-1252, 2016
382016
Active map inference in crfs for efficient semantic segmentation
G Roig, X Boix, R De Nijs, S Ramos, K Kuhnlenz, L Van Gool
Proceedings of the IEEE International Conference on Computer Vision, 2312-2319, 2013
322013
Conditional random fields for multi-camera object detection
G Roig, X Boix, HB Shitrit, P Fua
2011 International Conference on Computer Vision, 563-570, 2011
252011
Nested sparse quantization for efficient feature coding
X Boix, G Roig, L Van Gool
Computer Vision–ECCV 2012, 744-758, 2012
202012
Active Video Summarization: Customized Summaries via On-line Interaction
A Garcia del Molino, X Boix, J Lim, A Tan
AAAI Conference on Artificial Intelligence, 2017
192017
Theory IIIb: Generalization in deep networks
T Poggio, Q Liao, B Miranda, A Banburski, X Boix, J Hidary
arXiv preprint arXiv:1806.11379, 2018
172018
Sparse quantization for patch description
X Boix, M Gygli, G Roig, L Van Gool
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2013
172013
On-line semantic perception using uncertainty
R de Nijs, JS Ramos, G Roig, X Boix, L Van Gool, K Kühnlenz
IROS, 2012
162012
Hierarchical crf with product label spaces for parts-based models
G Roig, X Boix, F De la Torre, J Serrat, C Vilella
Face and Gesture 2011, 657-664, 2011
15*2011
Eccentricity dependent deep neural networks: Modeling invariance in human vision
FX Chen, G Roig, L Isik, X Boix, T Poggio
Association for the Advancement of Artificial Intelligence, 2017
132017
Predicting When Saliency Maps are Accurate and Eye Fixations Consistent
A Volokitin, M Gygli, X Boix
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2016
132016
Minimal Images in Deep Neural Networks: Fragile Object Recognition in Natural Images
S Srivastava, G Ben-Yosef, X Boix
ICLR 2019, 2019
112019
The Language of Fake News: Opening the Black-Box of Deep Learning Based Detectors
N O'Brien, S Latessa, G Evangelopoulos, X Boix
NIPS Workshop on AI for Social Good, 2018
112018
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