16 documents
Journal articles
- Franck Anaël Mbiaya, Frédéric Ros, Christel Vrain, Thi-Bich-Hanh Dao, Yves Lucas. Enhancing Concept-Based Image Classification via Knowledge Reasoning. Knowledge-Based Systems, 2026, Accepted, pp.115509. ⟨10.1016/j.knosys.2026.115509⟩. ⟨hal-05497564⟩
- Elhadji C. Faye, Mame Diarra Fall, Nicolas Dobigeon. Regularization by denoising: Bayesian model and Langevin-within-split Gibbs sampling. IEEE Transactions on Image Processing, 2025, 34, pp.221-234. ⟨10.1109/TIP.2024.3520012⟩. ⟨hal-04480090v2⟩
- Franck Anaël Mbiaya, Christel Vrain, Frédéric Ros, Thi-Bich-Hanh Dao, Yves Lucas. Dataset for image classification with knowledge. Data in Brief, 2024, 57, pp.110893. ⟨10.1016/j.dib.2024.110893⟩. ⟨hal-04716692⟩
- Thi-Bich-Hanh Dao, Christel Vrain. A review on declarative approaches for constrained clustering. International Journal of Approximate Reasoning, In press, pp.109135. ⟨10.1016/j.ijar.2024.109135⟩. ⟨hal-04438047⟩
- Franck Anaël Mbiaya, Christel Vrain, Frédéric Ros, Thi-Bich-Hanh Dao, Yves Lucas. Knowledge graph-based image classification. Data and Knowledge Engineering, 2024, pp.102285. ⟨10.1016/j.datak.2024.102285⟩. ⟨hal-04484340⟩
- Titouan Simonnet, Sylvain Grangeon, Francis Claret, Nicolas Maubec, Mame Diarra Fall, et al.. Phase quantification using deep neural network processing of XRD patterns. International Union of Crystallography journal, 2024, 11 (Part 5), pp.859-870. ⟨10.1107/S2052252524006766⟩. ⟨hal-04673455⟩
- Sofiane Elguendouze, Adel Hafiane, Marcilio C.P. de Souto, Anaïs Halftermeyer. Explainability in image captioning based on the latent space. Neurocomputing, 2023, 546, pp.126319. ⟨10.1016/j.neucom.2023.126319⟩. ⟨hal-04297852⟩
Conference papers
- Thi Hai Yen Vu, Thi Bich Hanh Dao, Vincent Nguyen, Christel Vrain, Hugo Breuillard. Features Leverage in Graph Models for Mineral Prospectivity Mapping. ACM Symposium On Applied Computing (SAC), Mar 2025, Sicily, Italy. pp.597-604, ⟨10.1145/3672608.3707885⟩. ⟨hal-04967663⟩
- Elhadji C. Faye, Mame Diarra Fall, Aladine Chetouani, Nicolas Dobigeon. Bayesian formulation of regularization by denoising - Model and Monte Carlo sampling. IEEE International Workshop on Multimedia Signal Processing (MMSP), Oct 2024, West Lafayette, IN, United States. ⟨hal-04774763⟩
- Badreddine Farah, Omar El Bachyr, Guillaume Cleuziou, Anaïs Halftermeyer, Cécile Gracianne, et al.. M-CATNAT: A Multimodal dataset to analyze French tweets during natural disasters. International ISCRAM Conference, 2024, Münster (DE), Germany. ⟨10.59297/yhq8bb90⟩. ⟨hal-05281680⟩
- Titouan Simonnet, Mame Diarra Fall, Bruno Galerne, Francis Claret, Sylvain Grangeon. Proportion inference using deep neural networks. Applications to x-ray diffraction and hyperspectral imaging. 2023 31st European Signal Processing Conference (EUSIPCO), Sep 2023, Helsinki, Finland. pp.1310-1314, ⟨10.23919/EUSIPCO58844.2023.10289954⟩. ⟨hal-03891413v2⟩
- Franck Anaël Mbiaya, Christel Vrain, Frédéric Ros, Thi-Bich-Hanh Dao, Yves Lucas. KGIC : Intégration de graphe de connaissances pour la classification d'images. Extraction et Gestion des Connaissances, Jan 2023, Lyon, France. pp.259-272. ⟨hal-03872184⟩
- Sofiane Elguendouze, Marcilio C. P. de Souto, Adel Hafiane, Anaïs Halftermeyer. Towards Explainable Deep Learning for Image Captioning through Representation Space Perturbation. Proceddings of the 2022 International Joint Conference on Neural Networks (IEEE-IJCNN), Jul 2022, Padua, Italy. ⟨hal-03699946⟩
Proceedings
- Badreddine Farah, Guillaume Cleuziou, Cécile Gracianne, Adel Hafiane, Anaïs Halftermeyer, et al.. Image-text crisis tweet categorization:a caption-based approach. 21st International ISCRAM Conference, University of Münster, Germany: Embracing the Crisis Management Lifecycle, May 2024, Münster Germany, Germany. 21, 2024, ⟨10.59297/9j4kjp22⟩. ⟨hal-05281676⟩
- Badreddine Farah, Omar El Bachyr, Guillaume Cleuziou, Anaïs Halftermeyer, Cécile Gracianne, et al.. M-CATNAT: A Multimodal dataset to analyze French tweets during natural disasters. ISCRAM 2024, May 2024, Münster, Germany. 2024, ⟨10.59297/yhq8bb90⟩. ⟨hal-05169077⟩
Preprints, Working Papers
- Elhadji C. Faye, Mame Diarra Fall, Nicolas Dobigeon, Eric Barat. Bregman geometry-aware split Gibbs sampling for Bayesian Poisson inverse problems. 2025. ⟨hal-05368417⟩
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