Weakly Supervised Object Localization using Min-Max Entropy: an Interpretable Framework. - Soufiane Belharbi; Jérôme Rony; Jose Dolz; Ismail Ben Ayed; Luke McCaffrey; Eric Granger (CoRR, 2019)

Deep weakly-supervised learning methods for classification and localization in histology images: a survey. - Jérôme Rony; Soufiane Belharbi; Jose Dolz; Ismail Ben Ayed; Luke McCaffrey; Eric Granger (CoRR, 2019)

Deep Ordinal Classification with Inequality Constraints. - Soufiane Belharbi; Ismail Ben Ayed; Luke McCaffrey; Eric Granger (CoRR, 2019)

Deep Active Learning for Joint Classification & Segmentation with Weak Annotator. - Soufiane Belharbi; Ismail Ben Ayed; Luke McCaffrey; Eric Granger (WACV, 2021)

F-CAM: Full Resolution CAM via Guided Parametric Upscaling. - Soufiane Belharbi; Aydin Sarraf; Marco Pedersoli; Ismail Ben Ayed; Luke McCaffrey; Eric Granger (CoRR, 2021)

Negative Evidence Matters in Interpretable Histology Image Classification. - Soufiane Belharbi; Marco Pedersoli; Ismail Ben Ayed; Luke McCaffrey; Eric Granger (MIDL, 2022)

F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling. - Soufiane Belharbi; Aydin Sarraf; Marco Pedersoli; Ismail Ben Ayed; Luke McCaffrey; Eric Granger (WACV, 2022)

Leveraging Uncertainty for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images. - Soufiane Belharbi; Jérôme Rony; Jose Dolz; Ismail Ben Ayed; Luke McCaffrey; Eric Granger (CoRR, 2022)

Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty. - Soufiane Belharbi; Jérôme Rony; Jose Dolz; Ismail Ben Ayed; Luke McCaffrey; Eric Granger (IEEE Trans. Medical Imaging, 2022)

TCAM: Temporal Class Activation Maps for Object Localization in Weakly-Labeled Unconstrained Videos. - Soufiane Belharbi; Ismail Ben Ayed; Luke McCaffrey; Eric Granger (WACV, 2023)

Source-Free Domain Adaptation of Weakly-Supervised Object Localization Models for Histology. - Alexis Guichemerre; Soufiane Belharbi; Tsiry Mayet; Shakeeb Murtaza; Pourya Shamsolmoali; Luke McCaffrey; Eric Granger (CVPR Workshops, 2024)

SR-CACO-2: A Dataset for Confocal Fluorescence Microscopy Image Super-Resolution. - Soufiane Belharbi; Mara KM Whitford; Phuong Hoang; Shakeeb Murtaza; Luke McCaffrey; Eric Granger (NeurIPS, 2024)

CoLo-CAM: Class activation mapping for object co-localization in weakly-labeled unconstrained videos. - Soufiane Belharbi; Shakeeb Murtaza; Marco Pedersoli; Ismail Ben Ayed; Luke McCaffrey; Eric Granger (Pattern Recognit., 2025)

PixelCAM: Pixel Class Activation Mapping for Histology Image Classification and ROI Localization. - Alexis Guichemerre; Soufiane Belharbi; Mohammadhadi Shateri; Luke McCaffrey; Eric Granger (CoRR, 2025)

CLIP-IT: CLIP-based Pairing for Histology Images Classification. - Banafsheh Karimian; Giulia Avanzato; Soufiane Belharbi; Luke McCaffrey; Mohammadhadi Shateri; Eric Granger (CoRR, 2025)