Metric tensor for multicomponent edge detection. - Sylvain Rousseau 001; David Helbert; Philippe Carré; Jacques Blanc-Talon (ICIP, 2010)

Compressive template matching on multispectral data. - Sylvain Rousseau 001; David Helbert; Philippe Carré; Jacques Blanc-Talon (ICASSP, 2013)

Détection de points d'intérêt par acquisition compressée dans une image multispectrale. (Feature detection in a multispectral image by compressed sensing). - Sylvain Rousseau 001 (2013)

Compressive Pattern Matching on Multispectral Data. - Sylvain Rousseau 001; David Helbert; Philippe Carré; Jacques Blanc-Talon (IEEE Trans. Geosci. Remote. Sens., 2014)

Dictionary learning for a sparse appearance model in visual tracking. - Sylvain Rousseau 001; Pierre Chainais; Christelle Garnier (ICIP, 2015)

Conformal multi-target regression using neural networks. - Soundouss Messoudi; Sébastien Destercke; Sylvain Rousseau 001 (COPA, 2020)

Prédiction conformelle profonde pour des modèles robustes. - Soundouss Messoudi; Sylvain Rousseau 001; Sébastien Destercke (EGC, 2020)

Deep Conformal Prediction for Robust Models. - Soundouss Messoudi; Sylvain Rousseau 001; Sébastien Destercke (IPMU (1), 2020)

Compressive Color Pattern Detection Using Partial Orthogonal Circulant Sensing Matrix. - Sylvain Rousseau 001; David Helbert (IEEE Trans. Image Process., 2020)

Class-wise confidence for debt prediction in real estate management: discussion and lessons learned from an application. - Soundouss Messoudi; Sébastien Destercke; Sylvain Rousseau 001 (COPA, 2021)

Copula-based conformal prediction for multi-target regression. - Soundouss Messoudi; Sébastien Destercke; Sylvain Rousseau 001 (Pattern Recognit., 2021)

Ellipsoidal conformal inference for Multi-Target Regression. - Soundouss Messoudi; Sébastien Destercke; Sylvain Rousseau 001 (COPA, 2022)

Prédiction conformelle basée sur les copules pour la régression multi-cibles. - Soundouss Messoudi; Sébastien Destercke; Sylvain Rousseau 001 (EGC, 2022)

Copula-based conformal prediction for object detection: a more efficient approach. - Bruce Cyusa Mukama; Soundouss Messoudi; Sylvain Rousseau 001; Sébastien Destercke (COPA, 2024)

Harnessing Superclasses for Learning from Hierarchical Databases. - Nicolas Urbani; Sylvain Rousseau 001; Yves Grandvalet; Leonardo Tanzi (ECML/PKDD (4), 2024)

Hierarchical Copula-based Conformal Prediction and Exact Validity via Nested Prediction Regions. - Bruce Cyusa Mukama; Soundouss Messoudi; Sylvain Rousseau 001; Sébastien Destercke (COPA, 2025)

Guaranteed Prediction Sets for Functional Surrogate Models. - Ander Gray; Vignesh Gopakumar; Sylvain Rousseau 001; Sébastien Destercke (UAI, 2025)

Guaranteed confidence-band enclosures for PDE surrogates. - Ander Gray; Vignesh Gopakumar; Sylvain Rousseau 001; Sébastien Destercke (CoRR, 2025)