Luke McCaffrey

发表

Non-parametric Uni-modality Constraints for Deep Ordinal Classification.

Ismail Ben Ayed, I. B. Ayed, Éric Granger, 2019 .

Deep weakly-supervised learning methods for classification and localization in histology images: a survey

Eric Granger, J. Dolz, I. B. Ayed, 2019, ArXiv.

Deep Weakly-Supervised Learning Methods for Classiﬁcation and Localization in Histology Images: A Comparative Study

Ismail Ben Ayed, J. Dolz, I. B. Ayed, 2022 .

Negative Evidence Matters in Interpretable Histology Image Classification

Ismail Ben Ayed, M. Pedersoli, I. B. Ayed, 2022, MIDL.

Deep Active Learning for Joint Classification & Segmentation with Weak Annotator pdf

Ismail Ben Ayed, Eric Granger, Soufiane Belharbi, 2020, 2021 IEEE Winter Conference on Applications of Computer Vision (WACV).

Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty pdf

Jose Dolz, Ismail Ben Ayed, Eric Granger, 2020, IEEE Transactions on Medical Imaging.

Deep weakly-supervised learning methods for classification and localization in histology images: a survey pdf

Eric Granger, Ismail Ben Ayed, Soufiane Belharbi, 2019, ArXiv.

TCAM: Temporal Class Activation Maps for Object Localization in Weakly-Labeled Unconstrained Videos

Ismail Ben Ayed, I. B. Ayed, Éric Granger, 2022, 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).

Deep weakly-supervised learning methods for classification and localization in histology images: a survey

Ismail Ben Ayed, Eric Granger, J. Dolz, 2019, Machine Learning for Biomedical Imaging.

Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty

Jose Dolz, Ismail Ben Ayed, Eric Granger, 2020, IEEE Transactions on Medical Imaging.

CoLo-CAM: Class Activation Mapping for Object Co-Localization in Weakly-Labeled Unconstrained Videos

Ismail Ben Ayed, M. Pedersoli, Luke McCaffrey, 2023, ArXiv.

Leveraging Uncertainty for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images

Ismail Ben Ayed, J. Dolz, Jérôme Rony, 2022, ArXiv.

F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling

Ismail Ben Ayed, Marco Pedersoli, Eric Granger, 2021, 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).

F-CAM: Full Resolution CAM via Guided Parametric Upscaling pdf

Ismail Ben Ayed, Marco Pedersoli, Eric Granger, 2021, ArXiv.

Deep Active Learning for Joint Classification & Segmentation with Weak Annotator

Ismail Ben Ayed, Eric Granger, Soufiane Belharbi, 2020, 2021 IEEE Winter Conference on Applications of Computer Vision (WACV).

Deep Ordinal Classification with Inequality Constraints pdf

Ismail Ben Ayed, Eric Granger, Soufiane Belharbi, 2019, ArXiv.

Min-max Entropy for Weakly Supervised Pointwise Localization

Jose Dolz, Ismail Ben Ayed, Eric Granger, 2019 .

CoLo-CAM: Class Activation Mapping for Object Co-Localization in Weakly-Labeled Unconstrained Videos

Ismail Ben Ayed, M. Pedersoli, Luke McCaffrey, 2023, ArXiv.

Weakly Supervised Object Localization using Min-Max Entropy: an Interpretable Framework pdf

Eric Granger, Jose Dolz, Ismail Ben Ayed, 2019, ArXiv.

Weakly Supervised Localization using Min-Max Entropy: an Interpretable Framework

Ismail Ben Ayed, Eric Granger, J. Dolz, 2019, 1907.12934.

Source-Free Domain Adaptation of Weakly-Supervised Object Localization Models for Histology

Pourya Shamsolmoali, Luke McCaffrey, Shakeeb Murtaza, 2024, 2404.19113.