PIPA: A New Proximal Interior Point Algorithm for Large-Scale Convex Optimization. - Marie-Caroline Corbineau; Emilie Chouzenoux; Jean-Christophe Pesquet (ICASSP, 2018)

Geometry-Texture Decomposition/Reconstruction Using a Proximal Interior Point Algorithm. - Marie-Caroline Corbineau; Emilie Chouzenoux; Jean-Christophe Pesquet (SAM, 2018)

Deep Unfolding of a Proximal Interior Point Method for Image Restoration. - Carla Bertocchi; Emilie Chouzenoux; Marie-Caroline Corbineau; Jean-Christophe Pesquet; Marco Prato (CoRR, 2018)

Learned Image Deblurring by Unfolding a Proximal Interior Point Algorithm. - Marie-Caroline Corbineau; Carla Bertocchi; Emilie Chouzenoux; Marco Prato; Jean-Christophe Pesquet (ICIP, 2019)

Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images. - Marie-Caroline Corbineau; Denis Kouamé; Emilie Chouzenoux; Jean-Yves Tourneret; Jean-Christophe Pesquet (IEEE Signal Process. Lett., 2019)

A Proximal Interior Point Algorithm with Applications to Image Processing. - Emilie Chouzenoux; Marie-Caroline Corbineau; Jean-Christophe Pesquet (J. Math. Imaging Vis., 2020)

Improving Performance of Aircraft Detection in Satellite Imagery While Limiting the Labelling Effort: Hybrid Active Learning. - Julie Imbert; Gohar Dashyan; Alex Goupilleau; Tugdual Ceillier; Marie-Caroline Corbineau (IGARSS, 2021)

Active learning for object detection in high-resolution satellite images. - Alex Goupilleau; Tugdual Ceillier; Marie-Caroline Corbineau (CoRR, 2021)

Case-based reasoning for rare events prediction on strategic sites. - Vincent Vidal 003; Marie-Caroline Corbineau; Tugdual Ceillier (CoRR, 2022)

A Variational Approach for Joint Image Recovery and Features Extraction Based on Spatially Varying Generalised Gaussian Models. - Emilie Chouzenoux; Marie-Caroline Corbineau; Jean-Christophe Pesquet; Gabriele Scrivanti (CoRR, 2022)

A Variational Approach for Joint Image Recovery and Feature Extraction Based on Spatially Varying Generalised Gaussian Models. - Émilie Chouzenoux; Marie-Caroline Corbineau; Jean-Christophe Pesquet; Gabriele Scrivanti (J. Math. Imaging Vis., 2024)