Luke McCaffrey

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Object Localization

Top Venues

IEEE Trans. Medical Imaging

Publications

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)
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)
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)
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, Aydin Sarraf, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling. WACV (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)
Soufiane Belharbi, Aydin Sarraf, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
F-CAM: Full Resolution CAM via Guided Parametric Upscaling. CoRR (2021)
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)
Soufiane Belharbi, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
Deep Ordinal Classification with Inequality Constraints. CoRR (2019)