Alina Ciocarlan

According to our database, Alina Ciocarlan authored at least 11 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

An anomaly-aware detection head for frugal and robust Infrared Small Target Detection.

Alina Ciocarlan, Sylvie Le Hégarat-Mascle, Sidonie Lefebvre

Eng. Appl. Artif. Intell., 2026

Self-supervised learning for object detection in challenging settings: A survey.

Alina Ciocarlan, Sidonie Lefebvre, Sylvie Le Hégarat-Mascle, Arnaud Woiselle

Comput. Vis. Image Underst., 2026

2025

Anomaly-Aware YOLO: A Frugal yet Robust Approach to Infrared Small Target Detection.

Alina Ciocarlan, Sylvie Le Hégarat-Mascle, Sidonie Lefebvre

CoRR, October, 2025

2024

Small target detection using deep learning. (Détection de cibles de petite taille par deep learning).

Alina Ciocarlan

PhD thesis, 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

Self-Supervised Learning for Real-World Object Detection: a Survey.

Alina Ciocarlan, Sidonie Lefebvre, Sylvie Le Hégarat-Mascle, Arnaud Woiselle

CoRR, 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

A Contrario Paradigm for Yolo-Based Infrared Small Target Detection.

Alina Ciocarlan, Sylvie Le Hégarat-Mascle, Sidonie Lefebvre, Arnaud Woiselle, Clara Barbanson

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Deep-NFA: a Deep a contrario Framework for Small Object Detection.

Alina Ciocarlan, Sylvie Le Hégarat-Mascle, Sidonie Lefebvre, Arnaud Woiselle

CoRR, 2023

2022

Détection de petites cibles par apprentissage profond et critère a contrario.

Alina Ciocarlan, Sylvie Le Hégarat-Mascle, Sidonie Lefebvre, Clara Barbanson

CoRR, 2022

2021

Ship Detection in Sentinel 2 Multi-Spectral Images with Self-Supervised Learning.

Alina Ciocarlan, Andrei Stoian

Remote. Sens., 2021