Maria Vakalopoulou
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
44
Venues
10
Active years
2015–2026
Best venue rank
A*
Where they publish
Papers
44 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | WACV | PVeRA: Probabilistic Vector-Based Random Matrix Adaptation. | Leo Fillioux, Enzo Ferrante, Paul-Henry Cournde, Maria Vakalopoulou, Stergios Christodoulidis |
| 2026 | WACV | SGPMIL: Sparse Gaussian Process Multiple Instance Learning. | Andreas Lolos, Stergios Christodoulidis, Aris L. Moustakas, Jose Dolz, Maria Vakalopoulou |
| 2025 | BIBE | Benchmarking Radiomics-Based Machine Learning Pipelines for Clinically Significant Prostate Cancer Detection. | Dimitrios Samaras, Georgios Agrotis, Maria Vakalopoulou, A. Vassiou, Marianna Vlychou, Ioannis Tsougos |
| 2025 | BIBE | Multimodal Carotid Risk Stratification with Large Vision-Language Models: Benchmarking, Fine-Tuning, and Clinical Insights. | Daphne Tsolissou, Theofanis Ganitidis, Konstantinos Mitsis, Stergios CHristodoulidis, Maria Vakalopoulou, Konstantina S. Nikita |
| 2025 | ICCV | Controllable Latent Space Augmentation for Digital Pathology. | Sofine Boutaj, Marin Scalbert, Pierre Marza, Florent Couzinie-Devy, Maria Vakalopoulou, Stergios Christodoulidis |
| 2025 | MICCAI | Conditional Latent Diffusion Models for Irregularly Spaced Longitudinal Radiological Data. | Nabil Mouadden, Othmane Laousy, Rafael Marini, Valentin Ong, Marie-Pierre Revel, Guillaume Chassagnon, Stergios Christodoulidis, Maria Vakalopoulou |
| 2025 | MICCAI | On the Risk of Misleading Reports: Diagnosing Textual Biases in Multimodal Clinical AI. | David S. Restrepo, Sofia Ira Ktena, Maria Vakalopoulou, Stergios Christodoulidis, Enzo Ferrante |
| 2025 | MICCAI | Fairness and Robustness of CLIP-Based Models for Chest X-Rays. | Tho Sourget, David S. Restrepo, Cline Hudelot, Enzo Ferrante, Stergios Christodoulidis, Maria Vakalopoulou |
| 2024 | CVPR | SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology. | Saarthak Kapse, Pushpak Pati, Srijan Das, Jingwei Zhang, Chao Chen, Maria Vakalopoulou, Joel H. Saltz, Dimitris Samaras, Rajarsi R. Gupta, Prateek Prasanna |
| 2024 | ECCV | ViG-Bias: Visually Grounded Bias Discovery and Mitigation. | Badr-Eddine Marani, Mohamed Hanini, Nihitha Malayarukil, Stergios Christodoulidis, Maria Vakalopoulou, Enzo Ferrante |
| 2024 | ICLR | Towards domain-invariant Self-Supervised Learning with Batch Styles Standardization. | Marin Scalbert, Maria Vakalopoulou, Florent Couzinie-Devy |
| 2023 | IGARSS | Have Foundational Models Seen Satellite Images? | Akash Panigrahi, Sagar Verma, Matthieu Terris, Maria Vakalopoulou |
| 2023 | MICCAI | Structured State Space Models for Multiple Instance Learning in Digital Pathology. | Leo Fillioux, Joseph Boyd, Maria Vakalopoulou, Paul-Henry Cournde, Stergios Christodoulidis |
| 2023 | MICCAI | Certification of Deep Learning Models for Medical Image Segmentation. | Othmane Laousy, Alexandre Araujo, Guillaume Chassagnon, Nikos Paragios, Marie-Pierre Revel, Maria Vakalopoulou |
| 2023 | MICCAI | Prompt-MIL: Boosting Multi-instance Learning Schemes via Task-Specific Prompt Tuning. | Jingwei Zhang, Saarthak Kapse, Ke Ma, Prateek Prasanna, Joel H. Saltz, Maria Vakalopoulou, Dimitris Samaras |
| 2023 | MICCAI | SAM-Path: A Segment Anything Model for Semantic Segmentation in Digital Pathology. | Jingwei Zhang, Ke Ma, Saarthak Kapse, Joel H. Saltz, Maria Vakalopoulou, Prateek Prasanna, Dimitris Samaras |
| 2023 | UAI | Towards better certified segmentation via diffusion models. | Othmane Laousy, Alexandre Araujo, Guillaume Chassagnon, Marie-Pierre Revel, Siddharth Garg, Farshad Khorrami, Maria Vakalopoulou |
| 2022 | IGARSS | Deep Learning based Multistep Registration Focusing on Regions of Change. | Maria Papadomanolaki, Maria Vakalopoulou, Konstantinos Karantzalos |
| 2022 | MICCAI | Unsupervised Nuclei Segmentation Using Spatial Organization Priors. | Loc Le Bescond, Marvin Lerousseau, Ingrid Garberis, Fabrice Andr, Stergios Christodoulidis, Maria Vakalopoulou, Hugues Talbot |
| 2022 | MICCAI | Region-Guided CycleGANs for Stain Transfer in Whole Slide Images. | Joseph Boyd, Irne Villa, Marie-Christine Mathieu, Eric Deutsch, Nikos Paragios, Maria Vakalopoulou, Stergios Christodoulidis |
| 2022 | MICCAI | Contrastive Masked Transformers for Forecasting Renal Transplant Function. | Lo Milecki, Vicky Kalogeiton, Sylvain Bodard, Dany Anglicheau, Jean-Michel Correas, Marc-Olivier Timsit, Maria Vakalopoulou |
| 2022 | MICCAI | Test-Time Image-to-Image Translation Ensembling Improves Out-of-Distribution Generalization in Histopathology. | Marin Scalbert, Maria Vakalopoulou, Florent Couzini-Devy |
| 2022 | MICCAI | Gigapixel Whole-Slide Images Classification Using Locally Supervised Learning. | Jingwei Zhang, Xin Zhang, Ke Ma, Rajarsi Gupta, Joel H. Saltz, Maria Vakalopoulou, Dimitris Samaras |
| 2021 | BMVC | Multi-Source Domain Adaptation via supervised contrastive learning and confident consistency regularization. | Marin Scalbert, Florent Couzini-Devy, Maria Vakalopoulou |
| 2021 | CVPR | A Joint Spatial and Magnification Based Attention Framework for Large Scale Histopathology Classification. | Jingwei Zhang, Ke Ma, John S. Van Arnam, Rajarsi Gupta, Joel H. Saltz, Maria Vakalopoulou, Dimitris Samaras |
| 2021 | MICCAI | Exploring Deep Registration Latent Spaces. | Tho Estienne, Maria Vakalopoulou, Stergios Christodoulidis, Enzo Battistella, Thophraste Henry, Marvin Lerousseau, Amaury Leroy, Guillaume Chassagnon, Marie-Pierre Revel, Nikos Paragios, Eric Deutsch |
| 2021 | MICCAI | Deep Reinforcement Learning for L3 Slice Localization in Sarcopenia Assessment. | Othmane Laousy, Guillaume Chassagnon, Edouard Oyallon, Nikos Paragios, Marie-Pierre Revel, Maria Vakalopoulou |
| 2021 | MICCAI | Weakly Supervised Pan-Cancer Segmentation Tool. | Marvin Lerousseau, Marion Classe, Enzo Battistella, Tho Estienne, Thophraste Henry, Amaury Leroy, Roger Sun, Maria Vakalopoulou, Jean-Yves Scoazec, Eric Deutsch, Nikos Paragios |
| 2021 | MICCAI | High-Particle Simulation of Monte-Carlo Dose Distribution with 3D ConvLSTMs. | Sonia Martinot, Norbert Bus, Maria Vakalopoulou, Charlotte Robert, Eric Deutsch, Nikos Paragios |
| 2020 | MICCAI | Deep Learning Based Registration Using Spatial Gradients and Noisy Segmentation Labels. | Tho Estienne, Maria Vakalopoulou, Enzo Battistella, Alexandre Carr, Thophraste Henry, Marvin Lerousseau, Charlotte Robert, Nikos Paragios, Eric Deutsch |
| 2020 | MICCAI | Weakly Supervised Multiple Instance Learning Histopathological Tumor Segmentation. | Marvin Lerousseau, Maria Vakalopoulou, Marion Classe, Julien Adam, Enzo Battistella, Alexandre Carr, Tho Estienne, Thophraste Henry, Eric Deutsch, Nikos Paragios |
| 2020 | MICCAI | Self-supervised Nuclei Segmentation in Histopathological Images Using Attention. | Mihir Sahasrabudhe, Stergios Christodoulidis, Roberto Salgado, Stefan Michiels, Sherene Loi, Fabrice Andr, Nikos Paragios, Maria Vakalopoulou |
| 2019 | IGARSS | A Multi-Task Deep Learning Framework Coupling Semantic Segmentation and Image Reconstruction for Very High Resolution Imagery. | Maria Papadomanolaki, Konstantinos Karantzalos, Maria Vakalopoulou |
| 2019 | IGARSS | Detecting Urban Changes with Recurrent Neural Networks from Multitemporal Sentinel-2 Data. | Maria Papadomanolaki, Sagar Verma, Maria Vakalopoulou, Siddharth Gupta, Konstantinos Karantzalos |
| 2019 | IGARSS | Image Registration of Satellite Imagery with Deep Convolutional Neural Networks. | Maria Vakalopoulou, Stergios Christodoulidis, Mihir Sahasrabudhe, Stavroula G. Mougiakakou, Nikos Paragios |
| 2019 | MICCAI | U-ReSNet: Ultimate Coupling of Registration and Segmentation with Deep Nets. | Tho Estienne, Maria Vakalopoulou, Stergios Christodoulidis, Enzo Battistella, Marvin Lerousseau, Alexandre Carre, Guillaume Klausner, Roger Sun, Charlotte Robert, Stavroula G. Mougiakakou, Nikos Paragios, Eric Deutsch |
| 2018 | IGARSS | Stacked Encoder-Decoders for Accurate Semantic Segmentation of Very High Resolution Satellite Datasets. | Maria Papadomanolaki, Maria Vakalopoulou, Nikos Paragios, Konstantinos Karantzalos |
| 2018 | MICCAI | Context Aware 3D CNNs for Brain Tumor Segmentation. | Siddhartha Chandra, Maria Vakalopoulou, Lucas Fidon, Enzo Battistella, Tho Estienne, Roger Sun, Charlotte Robert, Eric Deutsch, Nikos Paragios |
| 2018 | MICCAI | Linear and Deformable Image Registration with 3D Convolutional Neural Networks. | Stergios Christodoulidis, Mihir Sahasrabudhe, Maria Vakalopoulou, Guillaume Chassagnon, Marie-Pierre Revel, Stavroula G. Mougiakakou, Nikos Paragios |
| 2018 | MICCAI | AtlasNet: Multi-atlas Non-linear Deep Networks for Medical Image Segmentation. | Maria Vakalopoulou, Guillaume Chassagnon, Norbert Bus, Rafael Marini, Evangelia I. Zacharaki, Marie-Pierre Revel, Nikos Paragios |
| 2017 | IGARSS | Integrating edge/boundary priors with classification scores for building detection in very high resolution data. | Maria Vakalopoulou, Norbert Bus, Konstantinos Karantzalos, Nikos Paragios |
| 2016 | IGARSS | Simultaneous registration, segmentation and change detection from multisensor, multitemporal satellite image pairs. | Maria Vakalopoulou, C. Platias, Maria Papadomanolaki, Nikos Paragios, Konstantinos Karantzalos |
| 2015 | CVPR | Simultaneous registration and change detection in multitemporal, very high resolution remote sensing data. | Maria Vakalopoulou, Konstantinos Karantzalos, Nikos Komodakis, Nikos Paragios |
| 2015 | IGARSS | Building detection in very high resolution multispectral data with deep learning features. | Maria Vakalopoulou, Konstantinos Karantzalos, Nikos Komodakis, Nikos Paragios |