| 2022 | CPAIOR | Training Thinner and Deeper Neural Networks: Jumpstart Regularization. | Carles Roger Riera Molina, Camilo Rey, Thiago Serra, Eloi Puertas, Oriol Pujol |
| 2021 | MDAI | Quantile Encoder: Tackling High Cardinality Categorical Features in Regression Problems. | Carlos Mougan, David Masip, Jordi Nin, Oriol Pujol |
| 2020 | MDAI | Sampling Unknown Decision Functions to Build Classifier Copies. | Irene Unceta, Diego Palacios, Jordi Nin, Oriol Pujol |
| 2019 | IBPRIA | Uncertainty Estimation for Black-Box Classification Models: A Use Case for Sentiment Analysis. | Jos Mena, Axel Brando, Oriol Pujol, Jordi Vitri |
| 2019 | IBPRIA | Using Copies to Remove Sensitive Data: A Case Study on Fair Superhero Alignment Prediction. | Irene Unceta, Jordi Nin, Oriol Pujol |
| 2017 | ICPRAM | Synthetic Data Generation for Deep Learning in Counting Pedestrians. | Hadi Keivan Ekbatani, Oriol Pujol, Santi Segu |
| 2016 | CIARP | An Approximate Support Vector Machines Solver with Budget Control. | Carles Roger Riera Molina, Oriol Pujol |
| 2015 | CVPR | Learning to count with deep object features. | Santi Segu, Oriol Pujol, Jordi Vitri |
| 2014 | ECCV | Learning to Segment Humans by Stacking Their Body Parts. | Eloi Puertas, Miguel ngel Bautista, Daniel Snchez, Sergio Escalera, Oriol Pujol |
| 2013 | IBPRIA | Learning to Detect Stent Struts in Intravascular Ultrasound. | Francesco Ciompi, Rui Hua, Simone Balocco, Marina Alberti, Oriol Pujol, Carles Caus, Josepa Mauri, Petia Radeva |
| 2012 | ICPR | BoVDW: Bag-of-Visual-and-Depth-Words for gesture recognition. | Antonio Hernndez-Vela, Miguel ngel Bautista, Xavier Perez-Sala, Vctor Ponce-Lpez, Xavier Bar, Oriol Pujol, Cecilio Angulo, Sergio Escalera |
| 2012 | SSPR | A Genetic Inspired Optimization for ECOC. | Miguel ngel Bautista, Sergio Escalera, Xavier Bar, Oriol Pujol |
| 2011 | IBPRIA | Automatic Branching Detection in IVUS Sequences. | Marina Alberti, Carlo Gatta, Simone Balocco, Francesco Ciompi, Oriol Pujol, Joana Silva, Xavier Carrillo, Petia Radeva |
| 2011 | IBPRIA | Combining Growcut and Temporal Correlation for IVUS Lumen Segmentation. | Simone Balocco, Carlo Gatta, Francesco Ciompi, Oriol Pujol, Xavier Carrillo, Josepa Mauri, Petia Radeva |
| 2011 | IBPRIA | Human Activity Recognition from Accelerometer Data Using a Wearable Device. | Pierluigi Casale, Oriol Pujol, Petia Radeva |
| 2011 | MICCAI | A Holistic Approach for the Detection of Media-Adventitia Border in IVUS. | Francesco Ciompi, Oriol Pujol, Carlo Gatta, Xavier Carrillo, Josepa Mauri, Petia Radeva |
| 2010 | ICPR | A Meta-Learning Approach to Conditional Random Fields Using Error-Correcting Output Codes. | Francesco Ciompi, Oriol Pujol, Petia Radeva |
| 2010 | ICPR | Adding Classes Online in Error Correcting Output Codes Framework. | Sergio Escalera, David Masip, Eloi Puertas, Petia Radeva, Oriol Pujol |
| 2009 | CVPR | Multi-modal laughter recognition in video conversations. | Sergio Escalera, Eloi Puertas, Petia Radeva, Oriol Pujol |
| 2009 | IBPRIA | Face-to-Face Social Activity Detection Using Data Collected with a Wearable Device. | Pierluigi Casale, Oriol Pujol, Petia Radeva |
| 2009 | IBPRIA | Enhancing In-Vitro IVUS Data for Tissue Characterization. | Francesco Ciompi, Oriol Pujol, Oriol Rodriguez-Leor, Carlo Gatta, Angel Serrano Vida, Petia Radeva |
| 2009 | ICIAP | Multi-class Binary Symbol Classification with Circular Blurred Shape Models. | Sergio Escalera, Alicia Forns, Oriol Pujol, Petia Radeva |
| 2009 | ICIP | Circular Blurred Shape Model for symbol spotting in documents. | Sergio Escalera, Alicia Forns, Oriol Pujol, Alberto Escudero, Petia Radeva |
| 2009 | MICCAI | ECOC Random Fields for Lumen Segmentation in Radial Artery IVUS Sequences. | Francesco Ciompi, Oriol Pujol, Eduard Fernndez-Nofreras, Josepa Mauri, Petia Radeva |
| 2008 | CVPR | IVUS tissue characterization with sub-class error-correcting output codes. | Sergio Escalera, Oriol Pujol, Josepa Mauri, Petia Radeva |
| 2008 | ICPR | Separability of ternary Error-Correcting Output Codes. | Sergio Escalera, Oriol Pujol, Petia Radeva |
| 2008 | ICPR | Error-Correcting output coding for chagasic patients characterization. | Sergio Escalera, Oriol Pujol, Petia Radeva |
| 2008 | ICVS | Sub-class Error-Correcting Output Codes. | Sergio Escalera, Oriol Pujol, Petia Radeva |
| 2008 | MICCAI | Robust Image-Based IVUS Pullbacks Gating. | Carlo Gatta, Oriol Pujol, Oriol Rodriguez-Leor, Josepa Mauri, Petia Radeva |
| 2007 | CIARP | Multi-class Binary Object Categorization Using Blurred Shape Models. | Sergio Escalera, Alicia Forns, Oriol Pujol, Josep Llads, Petia Radeva |
| 2007 | CVPR | Complex Salient Regions for Computer Vision Problems. | Sergio Escalera, Petia Radeva, Oriol Pujol |
| 2007 | IBPRIA | Robust Complex Salient Regions. | Sergio Escalera, Oriol Pujol, Petia Radeva |
| 2007 | IBPRIA | Handwritten Symbol Recognition by a Boosted Blurred Shape Model with Error Correction. | Alicia Forns, Sergio Escalera, Josep Llads, Gemma Snchez, Petia Radeva, Oriol Pujol |
| 2006 | CIARP | In-Vivo IVUS Tissue Classification: A Comparison Between RF Signal Analysis and Reconstructed Images. | Karla L. Caballero Espinosa, Joel Barajas, Oriol Pujol, Neus Salvatella, Petia Radeva |
| 2006 | CIARP | Decoding of Ternary Error Correcting Output Codes. | Sergio Escalera, Oriol Pujol, Petia Radeva |
| 2006 | ICPR | ECOC-ONE: A Novel Coding and Decoding Strategy. | Sergio Escalera, Oriol Pujol |
| 2006 | ICPR | Forest Extension of Error Correcting Output Codes and Boosted Landmarks. | Sergio Escalera, Oriol Pujol, Petia Radeva |
| 2006 | ICPR | Automatic Detection of Intestinal Juices in Wireless Capsule Video Endoscopy. | Fernando Vilario, Panagiota Spyridonos, Oriol Pujol, Jordi Vitri, Petia Radeva |
| 2006 | MICCAI | Automatic IVUS Segmentation of Atherosclerotic Plaque with Stop & Go Snake. | Ellen J. L. Brunenberg, Oriol Pujol, Bart M. ter Haar Romeny, Petia Radeva |
| 2005 | IBPRIA | Solving Particularization with Supervised Clustering Competition Scheme. | Oriol Pujol, Petia Radeva |
| 2004 | CIARP | Adaboost to Classify Plaque Appearance in IVUS Images. | Oriol Pujol, Petia Radeva, Jordi Vitri, Josepa Mauri |
| 2004 | MICCAI | Simulation Model of Intravascular Ultrasound Images. | Misael Dario Rosales Ramrez, Petia Radeva Ivanova, Josepa Mauri, Oriol Pujol |