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ORCIDSoufiane Belharbi
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2020 – today
- 2025
[j5]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. Pattern Recognit. 162: 111358 (2025)- [c18]Dimitrios Kollias, Panagiotis Tzirakis, Alan Cowen, Stefanos Zafeiriou, Irene Kotsia, Eric Granger, Marco Pedersoli, Simon Bacon, Alice Baird, Chris Gagne, Chunchang Shao, Guanyu Hu, Soufiane Belharbi, Muhammad Haseeb Aslam:
Advancements in Affective and Behavior Analysis: The 8th ABAW Workshop and Competition. CVPR Workshops 2025: 5572-5583 - [c17]Masoumeh Sharafi, Emma Ollivier, Muhammad Osama Zeeshan, Soufiane Belharbi, Alessandro Lameiras Koerich, Marco Pedersoli, Simon Bacon, Eric Granger:
Disentangled Source-Free Personalization for Facial Expression Recognition with Neutral Target Data. FG 2025: 1-10 - [c16]Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Eric Granger:
A Realistic Protocol for Evaluation of Weakly Supervised Object Localization. WACV 2025: 5367-5376 - [i33]Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Eric Granger:
TeD-Loc: Text Distillation for Weakly Supervised Object Localization. CoRR abs/2501.12632 (2025) - [i32]Masoumeh Sharafi, Emma Ollivier, Muhammad Osama Zeeshan, Soufiane Belharbi, Marco Pedersoli, Alessandro Lameiras Koerich, Simon Bacon, Eric Granger:
Disentangled Source-Free Personalization for Facial Expression Recognition with Neutral Target Data. CoRR abs/2503.20771 (2025) - [i31]Alexis Guichemerre, Soufiane Belharbi, Mohammadhadi Shateri, Luke McCaffrey, Eric Granger:
PixelCAM: Pixel Class Activation Mapping for Histology Image Classification and ROI Localization. CoRR abs/2503.24135 (2025) - [i30]Banafsheh Karimian, Giulia Avanzato, Soufiane Belharbi, Luke McCaffrey, Mohammadhadi Shateri, Eric Granger:
CLIP-IT: CLIP-based Pairing for Histology Images Classification. CoRR abs/2504.16181 (2025) - [i29]Manuela González-González, Soufiane Belharbi, Muhammad Osama Zeeshan, Masoumeh Sharafi, Muhammad Haseeb Aslam, Marco Pedersoli, Alessandro Lameiras Koerich, Simon Bacon, Eric Granger:
BAH Dataset for Ambivalence/Hesitancy Recognition in Videos for Behavioural Change. CoRR abs/2505.19328 (2025) - [i28]Masoumeh Sharafi, Soufiane Belharbi, Houssem Ben Salem, Ali Etemad, Alessandro Lameiras Koerich, Marco Pedersoli, Simon Bacon, Eric Granger:
Personalized Feature Translation for Expression Recognition: An Efficient Source-Free Domain Adaptation Method. CoRR abs/2508.09202 (2025) - 2024
- [c15]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. CVPR Workshops 2024: 33-43 - [c14]Paul Waligora, Muhammad Haseeb Aslam, Muhammad Osama Zeeshan, Soufiane Belharbi, Alessandro Lameiras Koerich, Marco Pedersoli, Simon Bacon, Eric Granger:
Joint Multimodal Transformer for Emotion Recognition in the Wild. CVPR Workshops 2024: 4625-4635 - [c13]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. ECCV Workshops (15) 2024: 60-78 - [c12]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: 1-10 - [c11]Soufiane Belharbi, Marco Pedersoli, Alessandro Lameiras Koerich, Simon Bacon, Eric Granger:
Guided Interpretable Facial Expression Recognition via Spatial Action Unit Cues. FG 2024: 1-10 - [c10]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: 1-10 - [c9]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. NeurIPS 2024 - [i27]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 abs/2401.15489 (2024) - [i26]Soufiane Belharbi, Marco Pedersoli, Alessandro Lameiras Koerich, Simon Bacon, Eric Granger:
Guided Interpretable Facial Expression Recognition via Spatial Action Unit Cues. CoRR abs/2402.00281 (2024) - [i25]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 abs/2403.10488 (2024) - [i24]Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Eric Granger:
Realistic Model Selection for Weakly Supervised Object Localization. CoRR abs/2404.10034 (2024) - [i23]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 abs/2404.19113 (2024) - [i22]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 abs/2406.09168 (2024) - [i21]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 abs/2407.12927 (2024) - [i20]Soufiane Belharbi, Marco Pedersoli, Alessandro Lameiras Koerich, Simon Bacon, Eric Granger:
Spatial Action Unit Cues for Interpretable Deep Facial Expression Recognition. CoRR abs/2410.01848 (2024) - 2023
- [j4]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: 104838 (2023) - [c8]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: 1-11 - [c7]Soufiane Belharbi, Ismail Ben Ayed, Luke McCaffrey, Eric Granger:
TCAM: Temporal Class Activation Maps for Object Localization in Weakly-Labeled Unconstrained Videos. WACV 2023: 137-146 - [i19]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 abs/2303.09044 (2023) - [i18]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 abs/2310.06196 (2023) - [i17]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 abs/2312.05632 (2023) - 2022
- [j3]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): 702-714 (2022) - [c6]Soufiane Belharbi, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger:
Negative Evidence Matters in Interpretable Histology Image Classification. MIDL 2022: 103-129 - [c5]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: 3727-3736 - [i16]Soufiane Belharbi, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger:
Negative Evidence Matters in Interpretable Histology Image Classification. CoRR abs/2201.02445 (2022) - [i15]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 abs/2205.05841 (2022) - [i14]Soufiane Belharbi, Ismail Ben Ayed, Luke McCaffrey, Eric Granger:
TCAM: Temporal Class Activation Maps for Object Localization in Weakly-Labeled Unconstrained Videos. CoRR abs/2208.14542 (2022) - [i13]Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger:
Constrained Sampling for Class-Agnostic Weakly Supervised Object Localization. CoRR abs/2209.09195 (2022) - [i12]Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger:
Discriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization. CoRR abs/2209.09209 (2022) - 2021
- [c4]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: Article 115 - [c3]Soufiane Belharbi, Ismail Ben Ayed, Luke McCaffrey, Eric Granger:
Deep Active Learning for Joint Classification & Segmentation with Weak Annotator. WACV 2021: 3337-3346 - [i11]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 abs/2104.06524 (2021) - [i10]Soufiane Belharbi, Aydin Sarraf, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger:
F-CAM: Full Resolution CAM via Guided Parametric Upscaling. CoRR abs/2109.07069 (2021) - 2020
- [c2]Akhil Meethal, Marco Pedersoli, Soufiane Belharbi, Eric Granger:
Convolutional STN for Weakly Supervised Object Localization. ICPR 2020: 10157-10164 - [i9]Soufiane Belharbi, Ismail Ben Ayed, Luke McCaffrey, Eric Granger:
Deep Active Learning for Joint Classification & Segmentation with Weak Annotator. CoRR abs/2010.04889 (2020) - [i8]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 abs/2011.07221 (2020)
2010 – 2019
- 2019
- [i7]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 abs/1907.12934 (2019) - [i6]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 abs/1909.03354 (2019) - [i5]Soufiane Belharbi, Ismail Ben Ayed, Luke McCaffrey, Eric Granger:
Deep Ordinal Classification with Inequality Constraints. CoRR abs/1911.10720 (2019) - [i4]Akhil Meethal, Marco Pedersoli, Soufiane Belharbi, Eric Granger:
Convolutional STN for Weakly Supervised Object Localization and Beyond. CoRR abs/1912.01522 (2019) - 2018
- [b1]Soufiane Belharbi:
Neural Networks Regularization Through Representation Learning. (Régularisation des réseaux de neurones via l'apprentissage des représentations). Normandy University, France, 2018 - [j2]Soufiane Belharbi, Romain Hérault, Clément Chatelain, Sébastien Adam:
Deep neural networks regularization for structured output prediction. Neurocomputing 281: 169-177 (2018) - [i3]Soufiane Belharbi:
Neural Networks Regularization Through Representation Learning. CoRR abs/1807.05292 (2018) - 2017
- [j1]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: 95-103 (2017) - [i2]Soufiane Belharbi, Clément Chatelain, Romain Hérault, Sébastien Adam:
Neural Networks Regularization Through Class-wise Invariant Representation Learning. CoRR abs/1709.01867 (2017) - 2016
- [c1]Soufiane Belharbi, Romain Hérault, Clément Chatelain, Sébastien Adam:
Deep multi-task learning with evolving weights. ESANN 2016 - 2015
- [i1]Soufiane Belharbi, Clément Chatelain, Romain Hérault, Sébastien Adam:
Input/Output Deep Architecture for Structured Output Problems. CoRR abs/1504.07550 (2015)
Coauthor Index
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