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Gemma Roig
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Seeds: Superpixels extracted via energy-driven sampling
M Van den Bergh, X Boix, G Roig, B de Capitani, L Van Gool
European conference on computer vision, 13-26, 2012
4682012
Seeds: Superpixels extracted via energy-driven sampling
M Van den Bergh, X Boix, G Roig, L Van Gool
International Journal of Computer Vision 111 (3), 298-314, 2015
2602015
JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds with Multi-Task Pointwise Networks and Multi-Value Conditional Random Fields
QH Pham, DT Nguyen, BS Hua, G Roig, SK Yeung
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2019
1942019
Foveation-based mechanisms alleviate adversarial examples
Y Luo, X Boix, G Roig, T Poggio, Q Zhao
arXiv preprint arXiv:1511.06292, 2015
1722015
Doping: Generative data augmentation for unsupervised anomaly detection with gan
SK Lim, Y Loo, NT Tran, NM Cheung, G Roig, Y Elovici
2018 IEEE International Conference on Data Mining (ICDM), 1122-1127, 2018
1162018
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
1022013
Representation Similarity Analysis for Efficient Task taxonomy & Transfer Learning
K Dwivedi, G Roig
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2019
852019
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
552016
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
452011
Scale and translation-invariance for novel objects in human vision
Y Han, G Roig, G Geiger, T Poggio
Scientific Reports 10, 2020
422020
Z-Inspection®: A Process to Assess Trustworthy AI
RV Zicari, J Brodersen, J Brusseau, B Düdder, T Eichhorn, T Ivanov, ...
IEEE Transactions on Technology and Society 2 (2), 83-97, 2021
362021
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
362013
The algonauts project: A platform for communication between the sciences of biological and artificial intelligence
RM Cichy, G Roig, A Andonian, K Dwivedi, B Lahner, A Lascelles, ...
arXiv preprint arXiv:1905.05675, 2019
352019
LCD: Learned Cross-Domain Descriptors for 2D-3D Matching
QH Pham, MA Uy, BS Hua, DT Nguyen, G Roig, SK Yeung
In Proc. of the AAAI Conference on Artificial Intelligence, 2020
342020
Do Deep Neural Networks Suffer from Crowding?
A Volokitin, G Roig, TA Poggio
Advances in Neural Information Processing Systems 30 (NIPS 2017), 2017
312017
Nested sparse quantization for efficient feature coding
X Boix, G Roig, C Leistner, L Van Gool
Computer Vision–ECCV 2012: 12th European Conference on Computer Vision …, 2012
242012
Eccentricity Dependent Deep Neural Networks: Modeling Invariance in Human Vision
FX Chen, G Roig, L Isik, X Boix, T Poggio
2017 AAAI Spring Symposium Series, Science of Intelligence: Computational …, 2017
232017
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
222013
On-line semantic perception using uncertainty
R De Nijs, S Ramos, G Roig, X Boix, L Van Gool, K Kühnlenz
2012 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2012
212012
Regression-based music emotion prediction using triplet neural networks
KW Cheuk, YJ Luo, B BT, G Roig, D Herremans
International Joint Conference on Neural Networks (IJCNN), 2020
202020
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