Luke McCaffrey

24 papers A* 1A 3Journal 18Unranked 2

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
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	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
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
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	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`	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	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
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`	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