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Andrei Bursuc
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Boosting few-shot visual learning with self-supervision
S Gidaris, A Bursuc, N Komodakis, P Pérez, M Cord
Proceedings of the IEEE/CVF international conference on computer vision …, 2019
2562019
Dense Classification and Implanting for Few-Shot Learning
Y Lifchitz, Y Avrithis, S Picard, A Bursuc
arXiv preprint arXiv:1903.05050, 2019
1542019
A smartphone-based obstacle detection and classification system for assisting visually impaired people
R Tapu, B Mocanu, A Bursuc, T Zaharia
Proceedings of the IEEE International Conference on Computer Vision …, 2013
1492013
Learning representations by predicting bags of visual words
S Gidaris, A Bursuc, N Komodakis, P Pérez, M Cord
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
582020
Kernel local descriptors with implicit rotation matching
A Bursuc, G Tolias, H Jégou
Proceedings of the 5th ACM on International Conference on Multimedia …, 2015
332015
Obow: Online bag-of-visual-words generation for self-supervised learning
S Gidaris, A Bursuc, G Puy, N Komodakis, M Cord, P Perez
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
29*2021
Dynamic task weighting methods for multi-task networks in autonomous driving systems
I Leang, G Sistu, F Bürger, A Bursuc, S Yogamani
2020 IEEE 23rd International Conference on Intelligent Transportation …, 2020
212020
TRADI: Tracking deep neural network weight distributions
G Franchi, A Bursuc, E Aldea, S Dubuisson, I Bloch
European Conference on Computer Vision, 105-121, 2020
212020
This dataset does not exist: training models from generated images
V Besnier, H Jain, A Bursuc, M Cord, P Pérez
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
182020
PLOP: Probabilistic poLynomial Objects trajectory Planning for autonomous driving
T Buhet, E Wirbel, A Bursuc, X Perrotton
arXiv preprint arXiv:2003.08744, 2020
17*2020
Localizing objects with self-supervised transformers and no labels
O Siméoni, G Puy, HV Vo, S Roburin, S Gidaris, A Bursuc, P Pérez, ...
arXiv preprint arXiv:2109.14279, 2021
142021
Mobile video browsing and retrieval with the ovidius platform
A Bursuc, T Zaharia, F Prêteux
Proceedings of the 18th ACM international conference on Multimedia, 1659-1662, 2010
132010
Rotation and translation covariant match kernels for image retrieval
G Tolias, A Bursuc, T Furon, H Jégou
Computer Vision and Image Understanding 140, 9-20, 2015
112015
One Versus All for Deep Neural Network for Uncertainty (OVNNI) Quantification
G Franchi, A Bursuc, E Aldea, S Dubuisson, I Bloch
IEEE Access 10, 7300-7312, 2021
8*2021
Understanding and improving kernel local descriptors
A Mukundan, G Tolias, A Bursuc, H Jégou, O Chum
International Journal of Computer Vision 127 (11), 1723-1737, 2019
82019
ARTEMIS@ MediaEval 2013: A Content-Based Image Clustering Method for Public Image Repositories
A Bursuc, T Zaharia
82013
Triggering Failures: Out-Of-Distribution detection by learning from local adversarial attacks in Semantic Segmentation
V Besnier, A Bursuc, D Picard, A Briot
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
62021
Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification
G Franchi, A Bursuc, E Aldea, S Dubuisson, I Bloch
arXiv preprint arXiv:2012.02818, 2020
62020
Spherical perspective on learning with normalization layers
S Roburin, Y de Mont-Marin, A Bursuc, R Marlet, P Pérez, M Aubry
Neurocomputing 487, 66-74, 2022
5*2022
Learning-based preference prediction for constrained multi-criteria path-planning
K Osanlou, C Guettier, A Bursuc, T Cazenave, E Jacopin
arXiv preprint arXiv:2108.01080, 2021
52021
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