| 2025 | MICCAI | Anatomically Guided 3D Diffusion Models for Synthetic Prostate MRI Generation. | Claudia L. Giardina, Sigrid Vila-Bagaria, Carlos Alborns, Montse Pards, Vernica Vilaplana |
| 2025 | MICCAI | Segmenting Invasive and In Situ Carcinoma in Breast WSIs with a Pretrained Histopathology Transformer. | Lauren Jimenez-Martin, Felip Vilardell, Ana Petit, Eduard Dorca, Teresa Soler-Mons, Irma Ramos-Oliver, Laura Pons, Pedro L. Fernndez, Laia Adalid Llansa, Daniel Mata, Lourdes Salazar-Huayna, Josep R. Casas, Vernica Vilaplana |
| 2024 | CVPR | Bridging Domains in Melanoma Diagnostics: Predicting BRAF Mutations and Sentinel Lymph Node Positivity with Attention-Based Models in Histological Images. | Carlos Hernndez-Prez, Lauren Jimenez-Martin, Vernica Vilaplana |
| 2024 | CVPR | Unsupervised Domain Adaptation for Multi-Stain Cell Detection in Breast Cancer with Transformers. | Oscar Pina, Vernica Vilaplana |
| 2024 | MICCAI | Breast Cancer Molecular Subtyping from H&E Whole Slide Images Using Foundation Models and Transformers. | Lauren Jimenez-Martin, Carlos Hernndez-Prez, Vernica Vilaplana |
| 2024 | MICCAI | Identifying Brain Ageing Trajectories Using Variational Autoencoders with Regression Model in Neuroimaging Data Stratified by Sex and Validated Against Dementia-Related Risk Factors. | Berta Calm Salvans, Irene Cumplido-Mayoral, Juan Domingo Gispert, Vernica Vilaplana |
| 2020 | CVPR | Uncertainty Estimation in Deep Neural Networks for Dermoscopic Image Classification. | Marc Combalia, Ferran Hueto, Susana Puig, Josep Malvehy, Vernica Vilaplana |
| 2020 | ICASSP | Weakly Supervised Semantic Segmentation For Remote Sensing Hyperspectral Imaging. | Eloi Moliner, Luis Salgueiro Romero, Vernica Vilaplana |
| 2019 | ICMV | Comparative study of upsampling methods for super-resolution in remote sensing. | Luis Salgueiro Romero, Javier Marcello, Vernica Vilaplana |
| 2018 | CBMI | Action Tube Extraction Based 3D-CNN for RGB-D Action Recognition. | Zineng Xu, Vernica Vilaplana, Josep Ramon Morros |
| 2018 | MICCAI | Shared Latent Structures Between Imaging Features and Biomarkers in Early Stages of Alzheimer's Disease. | Adri Casamitjana, Vernica Vilaplana, Paula M. Petrone, Jos Luis Molinuevo, Juan Domingo Gispert |
| 2018 | MICCAI | Monte-Carlo Sampling Applied to Multiple Instance Learning for Histological Image Classification. | Marc Combalia, Vernica Vilaplana |
| 2017 | MICCAI | Cascaded V-Net Using ROI Masks for Brain Tumor Segmentation. | Adria Casamitjana, Marcel Cat, Irina Snchez, Marc Combalia, Vernica Vilaplana |
| 2016 | MICCAI | 3D Convolutional Neural Networks for Brain Tumor Segmentation: A Comparison of Multi-resolution Architectures. | Adria Casamitjana, Santi Puch, Asier Aduriz, Vernica Vilaplana |
| 2015 | ICIP | Improving spatial codification in semantic segmentation. | Carles Ventura, Xavier Gir-i-Nieto, Vernica Vilaplana, Kevin McGuinness, Ferran Marqus, Noel E. O'Connor |
| 2015 | RecSys | Do You Have a Pop Face? Here is a Pop Song. Using Profile Pictures to Mitigate the Cold-start Problem in Music Recommender Systems. | Eugenio Tacchini, Ramon Morros, Vernica Vilaplana, Enrique Saoso |
| 2013 | CBMI | Automatic keyframe selection based on mutual reinforcement algorithm. | Carles Ventura, Xavier Gir-i-Nieto, Vernica Vilaplana, Daniel Farr Giribet, Eusebio Carasusn |
| 2013 | ICIP | Salient object detection on a hierarchy of image partitions. | Vernica Vilaplana, Guillermo Muntaner |
| 2012 | MMM | Hierarchical Navigation and Visual Search for Video Keyframe Retrieval. | Carles Ventura, Manel Martos, Xavier Gir-i-Nieto, Vernica Vilaplana, Ferran Marqus |
| 2010 | ICIP | Object detection and segmentation on a hierarchical region-based image representation. | Vernica Vilaplana, Ferran Marqus, Miriam Leon, Antoni Gasull |
| 2009 | ICIP | Caption text extraction for indexing purposes using a hierarchical region-based image model. | Miriam Leon, Vernica Vilaplana, Antoni Gasull, Ferran Marqus |
| 2008 | ICIP | Region-based mean shift tracking: Application to face tracking. | Vernica Vilaplana, Ferran Marqus |
| 2007 | CBMI | Region-Based Hierarchical Representation for Object Detection. | Vernica Vilaplana, Ferran Marqus |
| 2007 | ICIP | On Building a Hierarchical Region-Based Representation for Generic Image Analysis. | Vernica Vilaplana, Ferran Marqus |
| 2006 | ICIP | Face Recognition using Groups of Images in Smart Room Scenarios. | Vernica Vilaplana, Claudi Martinez, Javier Cruz, Ferran Marqus |
| 2004 | ICIP | Object recognition based on binary partition trees. | Oreste Salerno, Montse Pards, Vernica Vilaplana, Ferran Marqus |
| 2000 | ICPR | A Morphological Approach for Segmentation and Tracking of Human Face. | Ferran Marqus, Vernica Vilaplana |
| 1999 | ICIP | Human Face Segmentation and Tracking Using Connected Operators and Partition Projection. | Ferran Marqus, Vernica Vilaplana, Anabel Buxes |