Soufiane Belharbi

ORCID

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 40

Top Venues

CoRR

WACV

ESANN

Normandy University, France (PHD)

Education History

Normandy University, France

PHD

Publications

Soufiane Belharbi, Marco Pedersoli, Alessandro Lameiras Koerich, Simon Bacon, Eric Granger
Guided Interpretable Facial Expression Recognition via Spatial Action Unit Cues. CoRR (2024)
Muhammad Osama Zeeshan, Muhammad Haseeb Aslam, Soufiane Belharbi, Alessandro Lameiras Koerich, Marco Pedersoli, Simon Bacon, Eric Granger
Subject-Based Domain Adaptation for Facial Expression Recognition. FG (2024)
Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Eric Granger
Realistic Model Selection for Weakly Supervised Object Localization. CoRR (2024)
Muhammad Haseeb Aslam, Muhammad Osama Zeeshan, Soufiane Belharbi, Marco Pedersoli, Alessandro L. Koerich, Simon Bacon, Eric Granger
Distilling Privileged Multimodal Information for Expression Recognition using Optimal Transport. CoRR (2024)
Soufiane Belharbi, Mara KM Whitford, Phuong Hoang, Shakeeb Murtaza, Luke McCaffrey, Eric Granger
SR-CACO-2: A Dataset for Confocal Fluorescence Microscopy Image Super-Resolution. CoRR (2024)
Soufiane Belharbi, Marco Pedersoli, Alessandro Lameiras Koerich, Simon Bacon, Eric Granger
Guided Interpretable Facial Expression Recognition via Spatial Action Unit Cues. FG (2024)
Muhammad Haseeb Aslam, Muhammad Osama Zeeshan, Soufiane Belharbi, Marco Pedersoli, Alessandro Lameiras Koerich, Simon Bacon, Eric Granger
Distilling Privileged Multimodal Information for Expression Recognition using Optimal Transport. FG (2024)
Paul Waligora, Osama Zeeshan, Haseeb Aslam, Soufiane Belharbi, Alessandro Lameiras Koerich, Marco Pedersoli, Simon Bacon, Eric Granger
Joint Multimodal Transformer for Dimensional Emotional Recognition in the Wild. CoRR (2024)
Alexis Guichemerre, Soufiane Belharbi, Tsiry Mayet, Shakeeb Murtaza, Pourya Shamsolmoali, Luke McCaffrey, Eric Granger
Source-Free Domain Adaptation of Weakly-Supervised Object Localization Models for Histology. CoRR (2024)
Nicolas Richet, Soufiane Belharbi, Haseeb Aslam, Meike Emilie Schadt, Manuela González-González, Gustave Cortal, Alessandro Lameiras Koerich, Marco Pedersoli, Alain Finkel, Simon Bacon, Eric Granger
Textualized and Feature-based Models for Compound Multimodal Emotion Recognition in the Wild. CoRR (2024)
Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger
DiPS: Discriminative Pseudo-Label Sampling with Self-Supervised Transformers for Weakly Supervised Object Localization. CoRR (2023)
Soufiane Belharbi, Shakeeb Murtaza, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
CoLo-CAM: Class Activation Mapping for Object Co-Localization in Weakly-Labeled Unconstrained Videos. CoRR (2023)
Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger
Discriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization. WACV (Workshops) (2023)
Muhammad Osama Zeeshan, Muhammad Haseeb Aslam, Soufiane Belharbi, Alessandro L. Koerich, Marco Pedersoli, Simon Bacon, Eric Granger
Subject-Based Domain Adaptation for Facial Expression Recognition. CoRR (2023)
Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger
DiPS: Discriminative pseudo-label sampling with self-supervised transformers for weakly supervised object localization. Image Vis. Comput. 140 (2023)
Soufiane Belharbi, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
TCAM: Temporal Class Activation Maps for Object Localization in Weakly-Labeled Unconstrained Videos. WACV (2023)
Soufiane Belharbi, Marco Pedersoli, Ismail Ben Ayed, Luck McCaffrey, Eric Granger
Negative Evidence Matters in Interpretable Histology Image Classification. MIDL (2022)
Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger
Constrained Sampling for Class-Agnostic Weakly Supervised Object Localization. CoRR (2022)
Soufiane Belharbi, Aydin Sarraf, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling. WACV (2022)
Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger
Discriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization. CoRR (2022)
Soufiane Belharbi, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
Negative Evidence Matters in Interpretable Histology Image Classification. CoRR (2022)
Soufiane Belharbi, Jérôme Rony, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty. IEEE Trans. Medical Imaging 41 (3) (2022)
Soufiane Belharbi, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
TCAM: Temporal Class Activation Maps for Object Localization in Weakly-Labeled Unconstrained Videos. CoRR (2022)
Soufiane Belharbi, Jérôme Rony, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
Leveraging Uncertainty for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images. CoRR (2022)
Soufiane Belharbi, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
Deep Active Learning for Joint Classification & Segmentation with Weak Annotator. WACV (2021)
Madhu Kiran, Gnana Praveen Rajasekhar, Le Thanh Nguyen-Meidine, Soufiane Belharbi, Louis-Antoine Blais-Morin, Eric Granger
Holistic Guidance for Occluded Person Re-Identification. BMVC (2021)
Soufiane Belharbi, Aydin Sarraf, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
F-CAM: Full Resolution CAM via Guided Parametric Upscaling. CoRR (2021)
Madhu Kiran, R. Gnana Praveen, Le Thanh Nguyen-Meidine, Soufiane Belharbi, Louis-Antoine Blais-Morin, Eric Granger
Holistic Guidance for Occluded Person Re-Identification. CoRR (2021)
Akhil Meethal, Marco Pedersoli, Soufiane Belharbi, Eric Granger
Convolutional STN for Weakly Supervised Object Localization. ICPR (2020)
Soufiane Belharbi, Jérôme Rony, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty. CoRR (2020)
Soufiane Belharbi, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
Deep Active Learning for Joint Classification & Segmentation with Weak Annotator. CoRR (2020)
Jérôme Rony, Soufiane Belharbi, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
Deep weakly-supervised learning methods for classification and localization in histology images: a survey. CoRR (2019)
Soufiane Belharbi, Jérôme Rony, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
Weakly Supervised Object Localization using Min-Max Entropy: an Interpretable Framework. CoRR (2019)
Akhil Meethal, Marco Pedersoli, Soufiane Belharbi, Eric Granger
Convolutional STN for Weakly Supervised Object Localization and Beyond. CoRR (2019)
Soufiane Belharbi, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
Deep Ordinal Classification with Inequality Constraints. CoRR (2019)
Soufiane Belharbi, Romain Hérault, Clément Chatelain, Sébastien Adam
Deep neural networks regularization for structured output prediction. Neurocomputing 281 (2018)
Soufiane Belharbi
Neural Networks Regularization Through Representation Learning. CoRR (2018)
Soufiane Belharbi, Clément Chatelain, Romain Hérault, Sébastien Adam, Sébastien Thureau, Mathieu Chastan, Romain Modzelewski
Spotting L3 slice in CT scans using deep convolutional network and transfer learning. Comput. Biol. Medicine 87 (2017)
Soufiane Belharbi, Clément Chatelain, Romain Hérault, Sébastien Adam
Neural Networks Regularization Through Class-wise Invariant Representation Learning. CoRR (2017)
Soufiane Belharbi, Romain Hérault, Clément Chatelain, Sébastien Adam
Deep multi-task learning with evolving weights. ESANN (2016)
Soufiane Belharbi, Clément Chatelain, Romain Hérault, Sébastien Adam
Input/Output Deep Architecture for Structured Output Problems. CoRR (2015)

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Publication Activity (10 Years)

Top Topics

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Soufiane Belharbi