Ship Detection in Sentinel 2 Multi-Spectral Images with Self-Supervised Learning. - Alina Ciocarlan; Andrei Stoian (Remote. Sens., 2021)

Détection de petites cibles par apprentissage profond et critère a contrario. - Alina Ciocarlan; Sylvie Le Hégarat-Mascle; Sidonie Lefebvre; Clara Barbanson (CoRR, 2022)

Deep-NFA: a Deep a contrario Framework for Small Object Detection. - Alina Ciocarlan; Sylvie Le Hégarat-Mascle; Sidonie Lefebvre; Arnaud Woiselle (CoRR, 2023)

A Contrario Paradigm for Yolo-Based Infrared Small Target Detection. - Alina Ciocarlan; Sylvie Le Hégarat-Mascle; Sidonie Lefebvre; Arnaud Woiselle; Clara Barbanson (ICASSP, 2024)

Robust infrared small target detection using self-supervised and a contrario paradigms. - Alina Ciocarlan; Sylvie Le Hégarat-Mascle; Sidonie Lefebvre; Arnaud Woiselle (CoRR, 2024)

Self-Supervised Learning for Real-World Object Detection: a Survey. - Alina Ciocarlan; Sidonie Lefebvre; Sylvie Le Hégarat-Mascle; Arnaud Woiselle (CoRR, 2024)

Deep-NFA: A deep a contrario framework for tiny object detection. - Alina Ciocarlan; Sylvie Le Hégarat-Mascle; Sidonie Lefebvre; Arnaud Woiselle (Pattern Recognit., 2024)

Small target detection using deep learning. (Détection de cibles de petite taille par deep learning). - Alina Ciocarlan (2024)