Maria Vakalopoulou

Laboratoire

Mathématiques et Informatique pour la Complexité et les Systèmes

Publications (49)

Communication dans un congrè 19/12/2024

Building detection in very high resolution multispectral data with deep learning features

Maria Vakalopoulou , Konstantinos Karantzalos , Nikos Komodakis , Nikos Paragios

Communication dans un congrè 21/11/2024

Towards Better Certified Segmentation via Diffusion Models

Othmane Laousy , Alexandre Araujo , Guillaume Chassagnon , Marie-Pierre Revel , Siddharth Garg , Farshad Khorrami , Maria Vakalopoulou

Communication dans un congrè 21/11/2024

SAM-Path: A Segment Anything Model for Semantic Segmentation in Digital Pathology

Jingwei Zhang , Ke Ma , Saarthak Kapse , Joel Saltz , Maria Vakalopoulou , Prateek Prasanna , Dimitris Samaras

Article dans une revue 21/11/2024

Artificial intelligence applications for thoracic imaging

Guillaume Chassagnon , Maria Vakalopoulou , Nikos Paragios , Marie-Pierre Revel

Communication dans un congrè 22/10/2024

Diffusion models for nuclei segmentation in low data regimes

Konstantinos Alexis , Stergios Christodoulidis , Dimitrios Gunopulos , Maria Vakalopoulou

Communication dans un congrè 21/10/2024

Spatio-Temporal Analysis of Patient-Derived Organoid Videos Using Deep Learning for the Prediction of Drug Efficacy

Leo Fillioux , Emilie Gontran , Jérôme Cartry , Jacques RR Mathieu , Sabrina Bedja , Alice Boilève , Paul-Henry Cournede , Fanny Jaulin , Stergios Christodoulidis , Maria Vakalopoulou

Communication dans un congrè 02/08/2024

Me-NDT: Neural-backed Decision Tree for visual Explainability of deep Medical models

Guanghui Fu , Ruiqian Wang , Jianqiang Li , Maria Vakalopoulou , Vicky Kalogeiton

Article dans une revue 16/07/2024

A Deep Multi-Task Learning Framework Coupling Semantic Segmentation and Fully Convolutional LSTM Networks for Urban Change Detection

Maria Papadomanolaki , Maria Vakalopoulou , Konstantinos Karantzalos

Communication dans un congrè 16/07/2024

Structured State Space Models for Multiple Instance Learning in Digital Pathology

Leo Fillioux , Joseph Boyd , Maria Vakalopoulou , Paul-Henry P.-H. Cournède , Stergios Christodoulidis