Soufiane Belharbi

60 papers A* 1A 5B 6Journal 41Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adaptation of Weakly Supervised Localization in Histopathology by Debiasing Predictions. CoRR Alexis Guichemerre, Banafsheh Karimian, Soufiane Belharbi, Natacha Gillet, Nicolas Thome, Pourya Shamsolmoali, Mohammadhadi Shateri, Luke McCaffrey, Eric Granger
2026	J	`jnl`	Longitudinal Risk Prediction in Mammography with Privileged History Distillation. CoRR Banafsheh Karimian, Alexis Guichemerre, Soufiane Belharbi, Natacha Gillet, Luke McCaffrey, Mohammadhadi Shateri, Eric Granger
2026	J	`jnl`	Test-Time Adaptation via Cache Personalization for Facial Expression Recognition in Videos. CoRR Masoumeh Sharafi, Muhammad Osama Zeeshan, Soufiane Belharbi, Alessandro Lameiras Koerich, Marco Pedersoli, Eric Granger
2025	A	`conf`	A Realistic Protocol for Evaluation of Weakly Supervised Object Localization. WACV Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Eric Granger
2025	—	`conf`	Advancements in Affective and Behavior Analysis: The 8th ABAW Workshop and Competition. CVPR Workshops 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
2025	J	`jnl`	BAH Dataset for Ambivalence/Hesitancy Recognition in Videos for Behavioural Change. CoRR Manuela González-González, Soufiane Belharbi, Muhammad Osama Zeeshan, Masoumeh Sharafi, Muhammad Haseeb Aslam, Marco Pedersoli, Alessandro Lameiras Koerich, Simon Bacon, Eric Granger
2025	J	`jnl`	CLIP-IT: CLIP-based Pairing for Histology Images Classification. CoRR Banafsheh Karimian, Giulia Avanzato, Soufiane Belharbi, Luke McCaffrey, Mohammadhadi Shateri, Eric Granger
2025	J	`jnl`	CoLo-CAM: Class activation mapping for object co-localization in weakly-labeled unconstrained videos. Pattern Recognit. Soufiane Belharbi, Shakeeb Murtaza, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
2025	B	`conf`	Disentangled Source-Free Personalization for Facial Expression Recognition with Neutral Target Data. FG Masoumeh Sharafi, Emma Ollivier, Muhammad Osama Zeeshan, Soufiane Belharbi, Alessandro Lameiras Koerich, Marco Pedersoli, Simon Bacon, Eric Granger
2025	J	`jnl`	Disentangled Source-Free Personalization for Facial Expression Recognition with Neutral Target Data. CoRR Masoumeh Sharafi, Emma Ollivier, Muhammad Osama Zeeshan, Soufiane Belharbi, Marco Pedersoli, Alessandro Lameiras Koerich, Simon Bacon, Eric Granger
2025	J	`jnl`	Personalized Feature Translation for Expression Recognition: An Efficient Source-Free Domain Adaptation Method. CoRR Masoumeh Sharafi, Soufiane Belharbi, Houssem Ben Salem, Ali Etemad, Alessandro Lameiras Koerich, Marco Pedersoli, Simon Bacon, Eric Granger
2025	J	`jnl`	PixelCAM: Pixel Class Activation Mapping for Histology Image Classification and ROI Localization. CoRR Alexis Guichemerre, Soufiane Belharbi, Mohammadhadi Shateri, Luke McCaffrey, Eric Granger
2025	J	`jnl`	TeD-Loc: Text Distillation for Weakly Supervised Object Localization. CoRR Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Eric Granger
2024	B	`conf`	Distilling Privileged Multimodal Information for Expression Recognition using Optimal Transport. FG Muhammad Haseeb Aslam, Muhammad Osama Zeeshan, Soufiane Belharbi, Marco Pedersoli, Alessandro Lameiras Koerich, Simon Bacon, Eric Granger
2024	J	`jnl`	Distilling Privileged Multimodal Information for Expression Recognition using Optimal Transport. CoRR Muhammad Haseeb Aslam, Muhammad Osama Zeeshan, Soufiane Belharbi, Marco Pedersoli, Alessandro L. Koerich, Simon Bacon, Eric Granger
2024	B	`conf`	Guided Interpretable Facial Expression Recognition via Spatial Action Unit Cues. FG Soufiane Belharbi, Marco Pedersoli, Alessandro Lameiras Koerich, Simon Bacon, Eric Granger
2024	J	`jnl`	Guided Interpretable Facial Expression Recognition via Spatial Action Unit Cues. CoRR Soufiane Belharbi, Marco Pedersoli, Alessandro Lameiras Koerich, Simon Bacon, Eric Granger
2024	J	`jnl`	Joint Multimodal Transformer for Dimensional Emotional Recognition in the Wild. CoRR Paul Waligora, Osama Zeeshan, Haseeb Aslam, Soufiane Belharbi, Alessandro Lameiras Koerich, Marco Pedersoli, Simon Bacon, Eric Granger
2024	—	`conf`	Joint Multimodal Transformer for Emotion Recognition in the Wild. CVPR Workshops Paul Waligora, Muhammad Haseeb Aslam, Muhammad Osama Zeeshan, Soufiane Belharbi, Alessandro Lameiras Koerich, Marco Pedersoli, Simon Bacon, Eric Granger
2024	J	`jnl`	Realistic Model Selection for Weakly Supervised Object Localization. CoRR Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Eric Granger
2024	A*	`conf`	SR-CACO-2: A Dataset for Confocal Fluorescence Microscopy Image Super-Resolution. NeurIPS Soufiane Belharbi, Mara KM Whitford, Phuong Hoang, Shakeeb Murtaza, Luke McCaffrey, Eric Granger
2024	J	`jnl`	SR-CACO-2: A Dataset for Confocal Fluorescence Microscopy Image Super-Resolution. CoRR Soufiane Belharbi, Mara KM Whitford, Phuong Hoang, Shakeeb Murtaza, Luke McCaffrey, Eric Granger
2024	—	`conf`	Source-Free Domain Adaptation of Weakly-Supervised Object Localization Models for Histology. CVPR Workshops Alexis Guichemerre, Soufiane Belharbi, Tsiry Mayet, Shakeeb Murtaza, Pourya Shamsolmoali, Luke McCaffrey, Eric Granger
2024	J	`jnl`	Source-Free Domain Adaptation of Weakly-Supervised Object Localization Models for Histology. CoRR Alexis Guichemerre, Soufiane Belharbi, Tsiry Mayet, Shakeeb Murtaza, Pourya Shamsolmoali, Luke McCaffrey, Eric Granger
2024	J	`jnl`	Spatial Action Unit Cues for Interpretable Deep Facial Expression Recognition. CoRR Soufiane Belharbi, Marco Pedersoli, Alessandro Lameiras Koerich, Simon Bacon, Eric Granger
2024	B	`conf`	Subject-Based Domain Adaptation for Facial Expression Recognition. FG Muhammad Osama Zeeshan, Muhammad Haseeb Aslam, Soufiane Belharbi, Alessandro Lameiras Koerich, Marco Pedersoli, Simon Bacon, Eric Granger
2024	—	`conf`	Textualized and Feature-Based Models for Compound Multimodal Emotion Recognition in the Wild. ECCV Workshops (15) 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
2024	J	`jnl`	Textualized and Feature-based Models for Compound Multimodal Emotion Recognition in the Wild. CoRR 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
2023	J	`jnl`	CoLo-CAM: Class Activation Mapping for Object Co-Localization in Weakly-Labeled Unconstrained Videos. CoRR Soufiane Belharbi, Shakeeb Murtaza, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
2023	J	`jnl`	DiPS: Discriminative Pseudo-Label Sampling with Self-Supervised Transformers for Weakly Supervised Object Localization. CoRR Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger
2023	J	`jnl`	DiPS: Discriminative pseudo-label sampling with self-supervised transformers for weakly supervised object localization. Image Vis. Comput. Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger
2023	—	`conf`	Discriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization. WACV (Workshops) Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger
2023	J	`jnl`	Subject-Based Domain Adaptation for Facial Expression Recognition. CoRR Muhammad Osama Zeeshan, Muhammad Haseeb Aslam, Soufiane Belharbi, Alessandro L. Koerich, Marco Pedersoli, Simon Bacon, Eric Granger
2023	A	`conf`	TCAM: Temporal Class Activation Maps for Object Localization in Weakly-Labeled Unconstrained Videos. WACV Soufiane Belharbi, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
2022	J	`jnl`	Constrained Sampling for Class-Agnostic Weakly Supervised Object Localization. CoRR Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger
2022	J	`jnl`	Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty. IEEE Trans. Medical Imaging Soufiane Belharbi, Jérôme Rony, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
2022	J	`jnl`	Discriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization. CoRR Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger
2022	A	`conf`	F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling. WACV Soufiane Belharbi, Aydin Sarraf, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
2022	J	`jnl`	Leveraging Uncertainty for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images. CoRR Soufiane Belharbi, Jérôme Rony, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
2022	—	`conf`	Negative Evidence Matters in Interpretable Histology Image Classification. MIDL Soufiane Belharbi, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
2022	J	`jnl`	Negative Evidence Matters in Interpretable Histology Image Classification. CoRR Soufiane Belharbi, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
2022	J	`jnl`	TCAM: Temporal Class Activation Maps for Object Localization in Weakly-Labeled Unconstrained Videos. CoRR Soufiane Belharbi, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
2021	A	`conf`	Deep Active Learning for Joint Classification & Segmentation with Weak Annotator. WACV Soufiane Belharbi, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
2021	J	`jnl`	F-CAM: Full Resolution CAM via Guided Parametric Upscaling. CoRR Soufiane Belharbi, Aydin Sarraf, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
2021	A	`conf`	Holistic Guidance for Occluded Person Re-Identification. BMVC Madhu Kiran, Gnana Praveen Rajasekhar, Le Thanh Nguyen-Meidine, Soufiane Belharbi, Louis-Antoine Blais-Morin, Eric Granger
2021	J	`jnl`	Holistic Guidance for Occluded Person Re-Identification. CoRR Madhu Kiran, R. Gnana Praveen, Le Thanh Nguyen-Meidine, Soufiane Belharbi, Louis-Antoine Blais-Morin, Eric Granger
2020	B	`conf`	Convolutional STN for Weakly Supervised Object Localization. ICPR Akhil Meethal, Marco Pedersoli, Soufiane Belharbi, Eric Granger
2020	J	`jnl`	Deep Active Learning for Joint Classification & Segmentation with Weak Annotator. CoRR Soufiane Belharbi, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
2020	J	`jnl`	Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty. CoRR Soufiane Belharbi, Jérôme Rony, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
2019	J	`jnl`	Convolutional STN for Weakly Supervised Object Localization and Beyond. CoRR Akhil Meethal, Marco Pedersoli, Soufiane Belharbi, Eric Granger
2019	J	`jnl`	Deep Ordinal Classification with Inequality Constraints. CoRR Soufiane Belharbi, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
2019	J	`jnl`	Deep weakly-supervised learning methods for classification and localization in histology images: a survey. CoRR Jérôme Rony, Soufiane Belharbi, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
2019	J	`jnl`	Weakly Supervised Object Localization using Min-Max Entropy: an Interpretable Framework. CoRR Soufiane Belharbi, Jérôme Rony, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
2018	J	`jnl`	Deep neural networks regularization for structured output prediction. Neurocomputing Soufiane Belharbi, Romain Hérault, Clément Chatelain, Sébastien Adam
2018	J	`jnl`	Neural Networks Regularization Through Representation Learning. CoRR Soufiane Belharbi
2018	—	`—`	Neural Networks Regularization Through Representation Learning. (Régularisation des réseaux de neurones via l'apprentissage des représentations). Soufiane Belharbi
2017	J	`jnl`	Neural Networks Regularization Through Class-wise Invariant Representation Learning. CoRR Soufiane Belharbi, Clément Chatelain, Romain Hérault, Sébastien Adam
2017	J	`jnl`	Spotting L3 slice in CT scans using deep convolutional network and transfer learning. Comput. Biol. Medicine Soufiane Belharbi, Clément Chatelain, Romain Hérault, Sébastien Adam, Sébastien Thureau, Mathieu Chastan, Romain Modzelewski
2016	B	`conf`	Deep multi-task learning with evolving weights. ESANN Soufiane Belharbi, Romain Hérault, Clément Chatelain, Sébastien Adam
2015	J	`jnl`	Input/Output Deep Architecture for Structured Output Problems. CoRR Soufiane Belharbi, Clément Chatelain, Romain Hérault, Sébastien Adam