Soufiane Belharbi

CoRR, 2024

Guided Interpretable Facial Expression Recognition via Spatial Action Unit Cues.

[BibT_eX]

[DOI]

Alessandro Lameiras Koerich

CoRR, 2024

Distilling Privileged Multimodal Information for Expression Recognition using Optimal Transport.

[BibT_eX]

[DOI]

Muhammad Haseeb Aslam

Muhammad Osama Zeeshan

Alessandro L. Koerich

CoRR, 2024

2023

DiPS: Discriminative pseudo-label sampling with self-supervised transformers for weakly supervised object localization.

[BibT_eX]

[DOI]

Image Vis. Comput., December, 2023

Subject-Based Domain Adaptation for Facial Expression Recognition.

[BibT_eX]

[DOI]

Muhammad Osama Zeeshan

Muhammad Haseeb Aslam

Alessandro L. Koerich

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

Discriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023

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

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

2022

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

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2022

Constrained Sampling for Class-Agnostic Weakly Supervised Object Localization.

[BibT_eX]

[DOI]

CoRR, 2022

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

[BibT_eX]

[DOI]

CoRR, 2022

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

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Negative Evidence Matters in Interpretable Histology Image Classification.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

2021

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

[BibT_eX]

[DOI]

CoRR, 2021

Holistic Guidance for Occluded Person Re-Identification.

[BibT_eX]

[DOI]

Madhu Kiran

R. Gnana Praveen

Le Thanh Nguyen-Meidine

Louis-Antoine Blais-Morin

CoRR, 2021

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

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Holistic Guidance for Occluded Person Re-Identification.

[BibT_eX]

[DOI]

Madhu Kiran

Gnana Praveen Rajasekhar

Le Thanh Nguyen-Meidine

Louis-Antoine Blais-Morin

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Convolutional STN for Weakly Supervised Object Localization.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Convolutional STN for Weakly Supervised Object Localization and Beyond.

[BibT_eX]

[DOI]

CoRR, 2019

Deep Ordinal Classification with Inequality Constraints.

[BibT_eX]

[DOI]

CoRR, 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

2018

Neural Networks Regularization Through Representation Learning. (Régularisation des réseaux de neurones via l'apprentissage des représentations).

[BibT_eX]

[DOI]

PhD thesis, 2018

Deep neural networks regularization for structured output prediction.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Neural Networks Regularization Through Representation Learning.

[BibT_eX]

[DOI]