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Soufiane Belharbi
Soufiane Belharbi
Verified email at ens.etsmtl.ca - Homepage
Title
Cited by
Cited by
Year
Deep Weakly-Supervised Learning Methods for Classification and Localization in Histology Images: A Survey
J Rony, S Belharbi, J Dolz, IB Ayed, L McCaffrey, E Granger
Machine Learning for Biomedical Imaging 2 (March 2023 issue), 96--150, 2023
85*2023
Spotting L3 slice in CT scans using deep convolutional network and transfer learning
S Belharbi, C Chatelain, R Hérault, S Adam, S Thureau, M Chastan, ...
Computers in biology and medicine 87, 95-103, 2017
662017
Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty
S Belharbi, J Rony, J Dolz, IB Ayed, L McCaffrey, E Granger
IEEE Transactions on Medical Imaging 41 (3), 702-714, 2022
482022
Deep Active Learning for Joint Classification & Segmentation with Weak Annotator
S Belharbi, I Ben Ayed, L McCaffrey, E Granger
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2021
402021
F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling
S Belharbi, A Sarraf, M Pedersoli, I Ben Ayed, L McCaffrey, E Granger
WACV 2022: IEEE Winter Conf. on Applications of Computer Vision, Waikoloa …, 2022
342022
Deep ordinal classification with inequality constraints
S Belharbi, I Ben Ayed, L McCaffrey, E Granger
CoRR, abs, 2019
16*2019
Deep multi-task learning with evolving weights
S Belharbi, R Hérault, C Chatelain, S Adam
ESANN, 2016
162016
Holistic Guidance for Occluded Person Re-Identification
M Kiran, RG Praveen, LT Nguyen-Meidine, S Belharbi, LA Blais-Morin, ...
British Machine Vision Conference (BMVC 2021), 2021
142021
Deep neural networks regularization for structured output prediction
S Belharbi, R Hérault, C Chatelain, S Adam
Neurocomputing 281, 169-177, 2018
142018
Discriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization
S Murtaza, S Belharbi, M Pedersoli, A Sarraf, E Granger
WACVw 2023: IEEE/CVF Winter Conf. on Applications of Computer Vision …, 2023
132023
Convolutional STN for Weakly Supervised Object Localization
A Meethal, M Pedersoli, S Belharbi, E Granger
International Conference on Pattern Recognition, 2021
122021
Negative Evidence Matters in Interpretable Histology Image Classification
S Belharbi, M Pedersoli, I Ben Ayed, L McCaffrey, E Granger
Medical Imaging with Deep Learning (MIDL), 2022
112022
Min-max Entropy for Weakly Supervised Pointwise Localization
S Belharbi, J Rony, J Dolz, I Ben Ayed, L McCaffrey, E Granger
112019
TCAM: Temporal Class Activation Maps for Object Localization in Weakly-Labeled Unconstrained Videos
S Belharbi, I Ben Ayed, L McCaffrey, E Granger
WACV 2023: IEEE Winter Conf. on Applications of Computer Vision, Waikoloa …, 2023
82023
Neural Networks Regularization Through Class-wise Invariant Representation Learning
S Belharbi, C Chatelain, R Hérault, S Adam
82017
Joint Multimodal Transformer for Emotion Recognition in the Wild
P Waligora, O Zeeshan, H Aslam, S Belharbi, AL Koerich, M Pedersoli, ...
CVPRw 2024: IEEE/CVF Conference on Computer Vision and Pattern Recognition …, 2024
7*2024
Constrained Sampling for Class-Agnostic Weakly Supervised Object Localization
S Murtaza, S Belharbi, M Pedersoli, A Sarraf, E Granger
Montreal AI Symposium, 2022
72022
Input/Output Deep Architecture for Structured Output Problems
S Belharbi, C Chatelain, R Hérault, S Adam
CoRR abs/1504.07550, 2015
72015
DiPS: Discriminative Pseudo-Label Sampling with Self-Supervised Transformers for Weakly Supervised Object Localization
S Murtaza, S Belharbi, M Pedersoli, A Sarraf, E Granger
Image and Vision Computing 140 (0262-8856), 104838, 2023
62023
Neural Networks Regularization Through Representation Learning
S Belharbi
arXiv preprint arXiv:1807.05292, 2018
42018
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Articles 1–20