Unified Access to Heterogeneous Audiovisual Archives. - Yannis Avrithis; Giorgos B. Stamou; Manolis Wallace; Ferran Marqués; Philippe Salembier; Xavier Giró; Werner Haas 001; Heribert Vallant; Michael Zufferey (J. Univers. Comput. Sci., 2003)

Wavelet Coding of Volumetric Medical Datasets. - Peter Schelkens; Adrian Munteanu 001; Joeri Barbarien; Mihnea Galca; Xavier Giró-i-Nieto; Jan Cornelis 001 (IEEE Trans. Medical Imaging, 2003)

Automatic Extraction and Analysis of Visual Objects Information. - Xavier Giró; Verónica Vilaplana; Ferran Marqués; Philippe Salembier (Multimedia Content and the Semantic Web, 2005)

Detection of semantic objects using description graphs. - Xavier Giró; Ferran Marqués (ICIP (1), 2005)

From Partition Trees to Semantic Trees. - Xavier Giró; Ferran Marqués (MRCS, 2006)

BPT Enhancement Based on Syntactic and Semantic Criteria. - Christian Ferran Bennström; Xavier Giró; Ferran Marqués; Josep R. Casas (SAMT, 2006)

Region-based Annotation Tool using Partition Trees. - Xavier Giró; Neus Camps; Ferran Marqués (SAMT (Posters and Demos), 2007)

Composite Object Detection in Video Sequences: Application to Controlled Environments. - Xavier Giró; Ferran Marqués (WIAMIS, 2007)

The socio-economic dimensions of ICT-driven educational change. - Jörg Müller 005; Juana M. Sancho Gil; Fernando Hernández; Xavier Giró; Alejandra Bosco (Comput. Educ., 2007)

Audiovisual event detection towards scene understanding. - Cristian Canton-Ferrer; Taras Butko; Carlos Segura; Xavier Giró; Climent Nadeu; Javier Hernando; Josep R. Casas (CVPR Workshops, 2009)

Improving detection of acoustic events using audiovisual data and feature level fusion. - Taras Butko; Cristian Canton-Ferrer; Carlos Segura; Xavier Giró; Climent Nadeu; Javier Hernando; Josep R. Casas (INTERSPEECH, 2009)

System architecture of a web service for Content-Based Image Retrieval. - Xavier Giró-i-Nieto; Carles Ventura; Jordi Pont-Tuset; Silvia Cortes; Ferran Marqués (CIVR, 2010)

Digimatge, a rich internet application for video retrieval from a multimedia asset management system. - Xavier Giró-i-Nieto; Ramon Salla; Xavier Vives (Multimedia Information Retrieval, 2010)

TRECVID 2010 Experiments at Dublin City University. - Colum Foley; Jinlin Guo; David Scott; Peter Wilkins; Cathal Gurrin; Alan F. Smeaton; Paul Ferguson; Kealan McCusker; Emma Sesmero Diaz; Kevin McGuinness; Noel E. O'Connor; Xavier Giró-i-Nieto; et al. (TRECVID, 2010)

GAT: a Graphical Annotation Tool for semantic regions. - Xavier Giró-i-Nieto; Neus Camps; Ferran Marqués (Multim. Tools Appl., 2010)

Diversity ranking for video retrieval from a broadcaster archive. - Xavier Giró-i-Nieto; Monica Alfaro; Ferran Marqués (ICMR, 2011)

Rich Internet Application for Semi-automatic Annotation of Semantic Shots on Keyframes. - Elisabet Carcel; Manuel Martos; Xavier Giró-i-Nieto; Ferran Marqués (MUSCLE, 2011)

Acoustic Event Detection Based on Feature-Level Fusion of Audio and Video Modalities. - Taras Butko; Cristian Canton-Ferrer; Carlos Segura; Xavier Giró; Climent Nadeu; Javier Hernando; Josep R. Casas (EURASIP J. Adv. Signal Process., 2011)

Hierarchical Navigation and Visual Search for Video Keyframe Retrieval. - Carles Ventura; Manel Martos; Xavier Giró-i-Nieto; Verónica Vilaplana; Ferran Marqués (MMM, 2012)

Multiscale annotation of still images with GAT. - Xavier Giró-i-Nieto; Manuel Martos (VIGTA@AVI, 2012)

Interactive segmentation and tracking of video objects. - Xavier Giró-i-Nieto; Manuel Martos (WIAMIS, 2012)

Part-based object retrieval with binary partition trees. - Xavier Giró-i-Nieto (2012)

Automatic keyframe selection based on mutual reinforcement algorithm. - Carles Ventura; Xavier Giró-i-Nieto; Verónica Vilaplana; Daniel Farré Giribet; Eusebio Carasusán (CBMI, 2013)

UPC at MediaEval 2013 Social Event Detection Task. - Daniel Manchon-Vizuete; Xavier Giró-i-Nieto (MediaEval, 2013)

UPC at MediaEval 2013 Hyperlinking Task. - Carles Ventura; Marcel Tella-Amo; Xavier Giró-i-Nieto (MediaEval, 2013)

Crowdsourced object segmentation with a game. - Amaia Salvador; Axel Carlier; Xavier Giró-i-Nieto; Oge Marques; Vincent Charvillat (CrowdMM@ACM Multimedia, 2013)

UPC at MediaEval 2014 Social Event Detection Task. - Daniel Manchon-Vizuete; Irene Gris-Sarabia; Xavier Giró-i-Nieto (MediaEval, 2014)

Click'n'Cut: Crowdsourced Interactive Segmentation with Object Candidates. - Axel Carlier; Vincent Charvillat; Amaia Salvador; Xavier Giró-i-Nieto; Oge Marques (CrowdMM, 2014)

Object Segmentation in Images using EEG Signals. - Eva Mohedano; Graham Healy; Kevin McGuinness; Xavier Giró-i-Nieto; Noel E. O'Connor; Alan F. Smeaton (ACM Multimedia, 2014)

Insight Centre for Data Analytics (DCU) at TRECVid 2014: Instance Search and Semantic Indexing Tasks. - Kevin McGuinness; Eva Mohedano; Zhenxing Zhang; Feiyan Hu; Rami Albatal; Cathal Gurrin; Noel E. O'Connor; Alan F. Smeaton; Amaia Salvador; Xavier Giró-i-Nieto; Carles Ventura (TRECVID, 2014)

From global image annotation to interactive object segmentation. - Xavier Giró-i-Nieto; Manuel Martos; Eva Mohedano; Jordi Pont-Tuset (Multim. Tools Appl., 2014)

Improving retrieval accuracy of Hierarchical Cellular Trees for generic metric spaces. - Carles Ventura; Verónica Vilaplana; Xavier Giró-i-Nieto; Ferran Marqués (Multim. Tools Appl., 2014)

Visual information retrieval in endoscopic video archives. - Jennifer Roldan-Carlos; Mathias Lux; Xavier Giró-i-Nieto; Pia Muñoz; Nektarios Anagnostopoulos (CBMI, 2015)

Event video retrieval using global and local descriptors in visual domain. - Jennifer Roldan-Carlos; Mathias Lux; Xavier Giró-i-Nieto; Pia Muñoz; Nektarios Anagnostopoulos (CBMI, 2015)

Cultural Event recognition with visual ConvNets and temporal models. - Amaia Salvador; Daniel Manchon-Vizuete; Andrea Calafell; Xavier Giró-i-Nieto; Matthias Zeppelzauer (CVPR Workshops, 2015)

Quality control in crowdsourced object segmentation. - Ferran Cabezas; Axel Carlier; Vincent Charvillat; Amaia Salvador; Xavier Giró-i-Nieto (ICIP, 2015)

Improving spatial codification in semantic segmentation. - Carles Ventura; Xavier Giró-i-Nieto; Verónica Vilaplana; Kevin McGuinness; Ferran Marqués; Noel E. O'Connor (ICIP, 2015)

Visual summary of egocentric photostreams by representative keyframes. - Marc Bolaños; Ricard Mestre; Estefanía Talavera; Xavier Giró-i-Nieto; Petia Radeva (ICME Workshops, 2015)

UPC-UB-STP @ MediaEval 2015 Diversity Task: Iterative Reranking of Relevant Images. - Aniol Lidon; Marc Bolaños; Markus Seidl; Xavier Giró-i-Nieto; Petia Radeva; Matthias Zeppelzauer (MediaEval, 2015)

Exploring EEG for Object Detection and Retrieval. - Eva Mohedano; Kevin McGuinness; Graham Healy; Noel E. O'Connor; Alan F. Smeaton; Amaia Salvador; Sergi Porta; Xavier Giró-i-Nieto (ICMR, 2015)

Diving Deep into Sentiment: Understanding Fine-tuned CNNs for Visual Sentiment Prediction. - Victor Campos 001; Amaia Salvador; Xavier Giró-i-Nieto; Brendan Jou (ASM@ACM Multimedia, 2015)

Insight DCU at TRECVid 2015. - Kevin McGuinness; Eva Mohedano; Amaia Salvador; Zhenxing Zhang; Mark Marsden; Peng Wang 012; Iveel Jargalsaikhan; Joseph Antony; Xavier Giró-i-Nieto; Shin'ichi Satoh 001; Noel E. O'Connor; Alan F. Smeaton (TRECVID, 2015)

End-to-end Convolutional Network for Saliency Prediction. - Junting Pan; Xavier Giró-i-Nieto (CoRR, 2015)

Improving object segmentation by using EEG signals and rapid serial visual presentation. - Eva Mohedano; Graham Healy; Kevin McGuinness; Xavier Giró-i-Nieto; Noel E. O'Connor; Alan F. Smeaton (Multim. Tools Appl., 2015)

Large scale content-based video retrieval with LIvRE. - Gabriel de Oliveira Barra; Mathias Lux; Xavier Giró-i-Nieto (CBMI, 2016)

Shallow and Deep Convolutional Networks for Saliency Prediction. - Junting Pan; Elisa Sayrol; Xavier Giró-i-Nieto; Kevin McGuinness; Noel E. O'Connor (CVPR, 2016)

Faster R-CNN Features for Instance Search. - Amaia Salvador; Xavier Giró-i-Nieto; Ferran Marqués; Shin'ichi Satoh 001 (CVPR Workshops, 2016)

Bags of Local Convolutional Features for Scalable Instance Search. - Eva Mohedano; Kevin McGuinness; Noel E. O'Connor; Amaia Salvador; Ferran Marqués; Xavier Giró-i-Nieto (ICMR, 2016)

LTA 2016: The First Workshop on Lifelogging Tools and Applications. - Cathal Gurrin; Xavier Giró-i-Nieto; Petia Radeva; Mariella Dimiccoli; Håvard D. Johansen; Hideo Joho; Vivek K. Singh 001 (ACM Multimedia, 2016)

Where is my Phone?: Personal Object Retrieval from Egocentric Images. - Cristian Reyes; Eva Mohedano; Kevin McGuinness; Noel E. O'Connor; Xavier Giró-i-Nieto (LTA@MM, 2016)

LEMoRe: A Lifelog Engine for Moments Retrieval at the NTCIR-Lifelog LSAT Task. - Gabriel de Oliveira Barra; Alejandro Cartas Ayala; Marc Bolaños; Mariella Dimiccoli; Xavier Giró-i-Nieto; Petia Radeva (NTCIR, 2016)

Dublin City University and Partners' Participation in the INS and VTT Tracks at TRECVid 2016. - Mark Marsden; Eva Mohedano; Kevin McGuinness; Andrea Calafell; Xavier Giró-i-Nieto; Noel E. O'Connor; Jiang Zhou; Lucas Azevedo; Tobias Daudert; Brian Davis 001; Manuela Hürlimann; Haithem Afli; et al. (TRECVID, 2016)

Hierarchical Object Detection with Deep Reinforcement Learning. - Miriam Bellver; Xavier Giró-i-Nieto; Ferran Marqués; Jordi Torres (CoRR, 2016)

Open-Ended Visual Question-Answering. - Issey Masuda; Santiago Pascual de la Puente; Xavier Giró-i-Nieto (CoRR, 2016)

Temporal Activity Detection in Untrimmed Videos with Recurrent Neural Networks. - Alberto Montes; Amaia Salvador; Xavier Giró-i-Nieto (CoRR, 2016)

Assessment of crowdsourcing and gamification loss in user-assisted object segmentation. - Axel Carlier; Amaia Salvador; Ferran Cabezas; Xavier Giró-i-Nieto; Vincent Charvillat; Oge Marques (Multim. Tools Appl., 2016)

Class Weighted Convolutional Features for Visual Instance Search. - Albert Jimenez; Jose M. Alvarez; Xavier Giró-i-Nieto (BMVC, 2017)

Scaling a Convolutional Neural Network for classification of Adjective Noun Pairs with TensorFlow on GPU Clusters. - Victor Campos 001; Francesc Sastre; Maurici Yagües; Jordi Torres; Xavier Giró-i-Nieto (CCGrid, 2017)

Distributed training strategies for a computer vision deep learning algorithm on a distributed GPU cluster. - Victor Campos 001; Francesc Sastre; Maurici Yagües; Miriam Bellver; Xavier Giró-i-Nieto; Jordi Torres (ICCS, 2017)

SaltiNet: Scan-Path Prediction on 360 Degree Images Using Saliency Volumes. - Marc Assens; Xavier Giró-i-Nieto; Kevin McGuinness; Noel E. O'Connor (ICCV Workshops, 2017)

ViTS: Video Tagging System from Massive Web Multimedia Collections. - Delia Fernandez; David Varas; Joan Espadaler; Issey Masuda; Jordi Ferreira; Alejandro Woodward; David Rodriguez; Xavier Giró-i-Nieto; Juan Carlos Riveiro; Elisenda Bou (ICCV Workshops, 2017)

More Cat than Cute?: Interpretable Prediction of Adjective-Noun Pairs. - Delia Fernandez; Alejandro Woodward; Victor Campos 001; Xavier Giró-i-Nieto; Brendan Jou; Shih-Fu Chang (MUSA2@MM, 2017)

LTA 2017: The Second Workshop on Lifelogging Tools and Applications. - Cathal Gurrin; Xavier Giró-i-Nieto; Petia Radeva; Mariella Dimiccoli; Duc-Tien Dang-Nguyen; Hideo Joho (ACM Multimedia, 2017)

Semantic Summarization of Egocentric Photo Stream Events. - Aniol Lidon; Marc Bolaños; Mariella Dimiccoli; Petia Radeva; Maite Garolera; Xavier Giró-i-Nieto (LTA@MM, 2017)

Disentangling Motion, Foreground and Background Features in Videos. - Xunyu Lin; Victor Campos 001; Xavier Giró-i-Nieto; Jordi Torres; Cristian Canton-Ferrer (CoRR, 2017)

SalGAN: Visual Saliency Prediction with Generative Adversarial Networks. - Junting Pan; Cristian Canton-Ferrer; Kevin McGuinness; Noel E. O'Connor; Jordi Torres; Elisa Sayrol; Xavier Giró-i-Nieto (CoRR, 2017)

Cost-Effective Active Learning for Melanoma Segmentation. - Marc Gorriz; Axel Carlier; Emmanuel Faure; Xavier Giró-i-Nieto (CoRR, 2017)

Detection-aided liver lesion segmentation using deep learning. - Miriam Bellver; Kevis-Kokitsi Maninis; Jordi Pont-Tuset; Xavier Giró-i-Nieto; Jordi Torres; Luc Van Gool (CoRR, 2017)

Recurrent Neural Networks for Semantic Instance Segmentation. - Amaia Salvador; Miriam Bellver; Manel Baradad; Ferran Marqués; Jordi Torres; Xavier Giró-i-Nieto (CoRR, 2017)

From pixels to sentiment: Fine-tuning CNNs for visual sentiment prediction. - Victor Campos 001; Brendan Jou; Xavier Giró-i-Nieto (Image Vis. Comput., 2017)

Saliency Weighted Convolutional Features for Instance Search. - Eva Mohedano; Kevin McGuinness; Xavier Giró-i-Nieto; Noel E. O'Connor (CBMI, 2018)

PathGAN: Visual Scanpath Prediction with Generative Adversarial Networks. - Marc Assens; Xavier Giró-i-Nieto; Kevin McGuinness; Noel E. O'Connor (ECCV Workshops (5), 2018)

Online Detection of Action Start in Untrimmed, Streaming Videos. - Zheng Shou 001; Junting Pan; Jonathan Chan; Kazuyuki Miyazawa; Hassan Mansour; Anthony Vetro; Xavier Giró-i-Nieto; Shih-Fu Chang (ECCV (3), 2018)

Cross-modal Embeddings for Video and Audio Retrieval. - Dídac Surís; Amanda Cardoso Duarte; Amaia Salvador; Jordi Torres; Xavier Giró-i-Nieto (ECCV Workshops (4), 2018)

Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks. - Víctor Campos 001; Brendan Jou; Xavier Giró-i-Nieto; Jordi Torres; Shih-Fu Chang (ICLR (Poster), 2018)

Comparing Fixed and Adaptive Computation Time for Recurrent Neural Networks. - Daniel Fojo; Víctor Campos 001; Xavier Giró-i-Nieto (ICLR (Workshop), 2018)

What Is Going on in the World? A Display Platform for Media Understanding. - Delia Fernandez; Joan Espadaler; David Varas; Issey Masuda; Aleix Colom; David Rodriguez; David Vegas; Miquel Montalvo; Xavier Giró-i-Nieto; Juan Carlos Riveiro; Elisenda Bou (MIPR, 2018)

An Interactive Lifelog Search Engine for LSC2018. - Adrià Alsina Torra; Xavier Giró; Cathal Gurrin (LSC@ICMR, 2018)

Demonstration of an Open Source Framework for Qualitative Evaluation of CBIR Systems. - Paula Gómez Duran; Eva Mohedano; Kevin McGuinness; Xavier Giró-i-Nieto; Noel E. O'Connor (ACM Multimedia, 2018)

Linking Media: adopting Semantic Technologies for Multimodal Media Connection. - Delia Fernandez-Canellas; Elisenda Bou-Balust; Xavier Giró-i-Nieto (ISWC (P&D/Industry/BlueSky), 2018)

Online Action Detection in Untrimmed, Streaming Videos - Modeling and Evaluation. - Zheng Shou 001; Junting Pan; Jonathan Chan; Kazuyuki Miyazawa; Hassan Mansour; Anthony Vetro; Xavier Giró-i-Nieto; Shih-Fu Chang (CoRR, 2018)

Temporal Saliency Adaptation in Egocentric Videos. - Panagiotis Linardos; Eva Mohedano; Monica Cherto; Cathal Gurrin; Xavier Giró-i-Nieto (CoRR, 2018)

Importance Weighted Evolution Strategies. - Víctor Campos 001; Xavier Giró-i-Nieto; Jordi Torres (CoRR, 2018)

Introduction to the special issue: Egocentric Vision and Lifelogging. - Mariella Dimiccoli; Cathal Gurrin; David J. Crandall; Xavier Giró-i-Nieto; Petia Radeva (J. Vis. Commun. Image Represent., 2018)

Scanpath and saliency prediction on 360 degree images. - Marc Assens; Xavier Giró-i-Nieto; Kevin McGuinness; Noel E. O'Connor (Signal Process. Image Commun., 2018)

Simple vs complex temporal recurrences for video saliency prediction. - Panagiotis Linardos; Eva Mohedano; Juan José Nieto 002; Noel E. O'Connor; Xavier Giró-i-Nieto; Kevin McGuinness (BMVC, 2019)

Budget-aware Semi-Supervised Semantic and Instance Segmentation. - Miriam Bellver; Amaia Salvador; Jordi Torres; Xavier Giró-i-Nieto (CVPR Workshops, 2019)

Inverse Cooking: Recipe Generation From Food Images. - Amaia Salvador; Michal Drozdzal; Xavier Giró-i-Nieto; Adriana Romero (CVPR, 2019)

RVOS: End-To-End Recurrent Network for Video Object Segmentation. - Carles Ventura; Miriam Bellver; Andreu Girbau; Amaia Salvador; Ferran Marqués; Xavier Giró-i-Nieto (CVPR, 2019)

Wav2Pix: Speech-conditioned Face Generation Using Generative Adversarial Networks. - Amanda Cardoso Duarte; Francisco Roldan; Miquel Tubau; Janna Escur; Santiago Pascual; Amaia Salvador; Eva Mohedano; Kevin McGuinness; Jordi Torres; Xavier Giró-i-Nieto (ICASSP, 2019)

Multi-View 3D Face Reconstruction in the Wild Using Siamese Networks. - Eduard Ramon; Janna Escur; Xavier Giró-i-Nieto (ICCV Workshops, 2019)

Hyperparameter-Free Losses for Model-Based Monocular Reconstruction. - Eduard Ramon; Guillermo Ruiz; Thomas Batard; Xavier Giró-i-Nieto (ICCV Workshops, 2019)

Assessing Knee OA Severity with CNN attention-based end-to-end architectures. - Marc Górriz; Joseph Antony; Kevin McGuinness; Xavier Giró-i-Nieto; Noel E. O'Connor (MIDL, 2019)

Recurrent Instance Segmentation using Sequences of Referring Expressions. - Alba Maria Hererra-Palacio; Carles Ventura; Carina Silberer; Ionut-Teodor Sorodoc; Gemma Boleda; Xavier Giró-i-Nieto (ViGIL@NeurIPS, 2019)

VLX-Stories: A Semantically Linked Event Platform for Media Publishers. - Delia Fernandez-Canellas; Blai Garolera; Elisenda Bou; Xavier Giró-i-Nieto (ISWC (Satellites), 2019)

VLX-Stories: Building an Online Event Knowledge Base with Emerging Entity Detection. - Dèlia Fernàndez-Cañellas; Joan Espadaler; David Rodriguez; Blai Garolera; Gemma Canet; Aleix Colom; Joan Marco Rimmek; Xavier Giró-i-Nieto; Elisenda Bou; Juan Carlos Riveiro (ISWC (2), 2019)

Hate Speech in Pixels: Detection of Offensive Memes towards Automatic Moderation. - Benet Oriol Sabat; Cristian Canton-Ferrer; Xavier Giró-i-Nieto (CoRR, 2019)

Recurrent Instance Segmentation using Sequences of Referring Expressions. - Alba Herrera-Palacio; Carles Ventura; Carina Silberer; Ionut-Teodor Sorodoc; Gemma Boleda; Xavier Giró-i-Nieto (CoRR, 2019)

Multiresolution co-clustering for uncalibrated multiview segmentation. - Carles Ventura; David Varas; Verónica Vilaplana; Xavier Giró-i-Nieto; Ferran Marqués (Signal Process. Image Commun., 2019)

Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills. - Victor Campos 001; Alexander Trott; Caiming Xiong; Richard Socher; Xavier Giró-i-Nieto; Jordi Torres (ICML, 2020)

Automatic Reminiscence Therapy for Dementia. - Mariona Caros; Maite Garolera; Petia Radeva; Xavier Giró-i-Nieto (ICMR, 2020)

One Perceptron to Rule Them All: Language, Vision, Audio and Speech. - Xavier Giró-i-Nieto (ICMR, 2020)

Enhancing Online Knowledge Graph Population with Semantic Knowledge. - Dèlia Fernàndez-Cañellas; Joan Marco Rimmek; Joan Espadaler; Blai Garolera; Adrià Barja; Marc Codina; Marc Sastre; Xavier Giró-i-Nieto; Juan Carlos Riveiro; Elisenda Bou-Balust (ISWC (1), 2020)

Transcription-Enriched Joint Embeddings for Spoken Descriptions of Images and Videos. - Benet Oriol; Jordi Luque; Ferran Diego; Xavier Giró-i-Nieto (CoRR, 2020)

Curriculum Learning for Recurrent Video Object Segmentation. - Maria Gonzalez-i-Calabuig; Carles Ventura; Xavier Giró-i-Nieto (CoRR, 2020)

How2Sign: A Large-scale Multimodal Dataset for Continuous American Sign Language. - Amanda Cardoso Duarte; Shruti Palaskar; Deepti Ghadiyaram; Kenneth DeHaan; Florian Metze; Jordi Torres; Xavier Giró-i-Nieto (CoRR, 2020)

RefVOS: A Closer Look at Referring Expressions for Video Object Segmentation. - Miriam Bellver; Carles Ventura; Carina Silberer; Ioannis Kazakos; Jordi Torres; Xavier Giró-i-Nieto (CoRR, 2020)

Can Everybody Sign Now? Exploring Sign Language Video Generation from 2D Poses. - Lucas Ventura; Amanda Cardoso Duarte; Xavier Giró-i-Nieto (CoRR, 2020)

Mask-guided sample selection for semi-supervised instance segmentation. - Miriam Bellver; Amaia Salvador; Jordi Torres; Xavier Giró-i-Nieto (Multim. Tools Appl., 2020)

How2Sign: A Large-Scale Multimodal Dataset for Continuous American Sign Language. - Amanda Cardoso Duarte; Shruti Palaskar; Lucas Ventura; Deepti Ghadiyaram; Kenneth DeHaan; Florian Metze; Jordi Torres; Xavier Giró-i-Nieto (CVPR, 2021)

Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data. - Oscar Mañas; Alexandre Lacoste; Xavier Giró-i-Nieto; David Vázquez 001; Pau Rodríguez (ICCV, 2021)

H3D-Net: Few-Shot High-Fidelity 3D Head Reconstruction. - Eduard Ramon; Gil Triginer; Janna Escur; Albert Pumarola; Jaime García 001; Xavier Giró-i-Nieto; Francesc Moreno-Noguer (ICCV, 2021)

SynthRef: Generation of Synthetic Referring Expressions for Object Segmentation. - Ioannis Kazakos; Carles Ventura; Miriam Bellver; Carina Silberer; Xavier Giró-i-Nieto (CoRR, 2021)

Multiple Object Tracking with Mixture Density Networks for Trajectory Estimation. - Andreu Girbau; Xavier Giró-i-Nieto; Ignasi Rius; Ferran Marqués (CoRR, 2021)

Unsupervised Skill-Discovery and Skill-Learning in Minecraft. - Juan José Nieto 002; Roger Creus; Xavier Giró-i-Nieto (CoRR, 2021)

Sign Language Video Retrieval with Free-Form Textual Queries. - Amanda Cardoso Duarte; Samuel Albanie; Xavier Giró-i-Nieto; Gül Varol (CVPR, 2022)

Predicting Dog Phenotypes from Genotypes. - Emily R. Bartusiak; Míriam Barrabés; Aigerim Rymbekova; Julia Gimbernat-Mayol; Cayetana López; Lorenzo Barberis; Daniel Mas Montserrat; Xavier Giró-i-Nieto; Alexander G. Ioannidis (EMBC, 2022)

Generative Moment Matching Networks for Genotype Simulation. - Maria Perera; Daniel Mas Montserrat; Míriam Barrabés; Margarita Geleta; Xavier Giró-i-Nieto; Alexander G. Ioannidis (EMBC, 2022)

Pixinwav: Residual Steganography for Hiding Pixels in Audio. - Margarita Geleta; Cristina Punti; Kevin McGuinness; Jordi Pons; Cristian Canton; Xavier Giró-i-Nieto (ICASSP, 2022)

Hyper-Representations as Generative Models: Sampling Unseen Neural Network Weights. - Konstantin Schürholt; Boris Knyazev; Xavier Giró-i-Nieto; Damian Borth (NeurIPS, 2022)

Model Zoos: A Dataset of Diverse Populations of Neural Network Models. - Konstantin Schürholt; Diyar Taskiran; Boris Knyazev; Xavier Giró-i-Nieto; Damian Borth (NeurIPS, 2022)

Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22. - Laia Tarrés; Gerard I. Gállego; Xavier Giró-i-Nieto; Jordi Torres (WMT, 2022)

SALAI-Net: species-agnostic local ancestry inference network. - Benet Oriol Sabat; Daniel Mas Montserrat; Xavier Giró-i-Nieto; Alexander G. Ioannidis (Bioinform., 2022)

Hyper-Representations for Pre-Training and Transfer Learning. - Konstantin Schürholt; Boris Knyazev; Xavier Giró-i-Nieto; Damian Borth (CoRR, 2022)

Topic Detection in Continuous Sign Language Videos. - Alvaro Budria; Laia Tarrés; Gerard I. Gállego; Francesc Moreno-Noguer; Jordi Torres; Xavier Giró-i-Nieto (CoRR, 2022)

Genomic Databases Homogenization with Machine Learning. - Míriam Barrabés; David Bonet; Víctor Novelle Moriano; Xavier Giró-i-Nieto; Daniel Mas Montserrat; Alexander G. Ioannidis (BIBM, 2023)

Sign Language Translation from Instructional Videos. - Laia Tarrés; Gerard I. Gállego; Amanda Cardoso Duarte; Jordi Torres; Xavier Giró-i-Nieto (CVPR Workshops, 2023)

Adversarial Learning for Feature Shift Detection and Correction. - Míriam Barrabés; Daniel Mas Montserrat; Margarita Geleta; Xavier Giró-i-Nieto; Alexander G. Ioannidis (NeurIPS, 2023)

SIRA: Relightable Avatars from a Single Image. - Pol Caselles; Eduard Ramon; Jaime García 001; Xavier Giró-i-Nieto; Francesc Moreno-Noguer; Gil Triginer (WACV, 2023)

Towards Robust Image-in-Audio Deep Steganography. - Jaume Ros; Margarita Geleta; Jordi Pons; Xavier Giró-i-Nieto (CoRR, 2023)

The Liver Tumor Segmentation Benchmark (LiTS). - Patrick Bilic; Patrick Ferdinand Christ; Hongwei Li 004; Eugene Vorontsov; Avi Ben-Cohen; Georgios Kaissis; Adi Szeskin; Colin Jacobs; Gabriel Efrain Humpire Mamani; Gabriel Chartrand; Fabian Lohöfer; Julian Walter Holch; et al. (Medical Image Anal., 2023)

A closer look at referring expressions for video object segmentation. - Miriam Bellver; Carles Ventura; Carina Silberer; Ioannis Kazakos; Jordi Torres; Xavier Giró-i-Nieto (Multim. Tools Appl., 2023)

Neural ADMIXTURE for rapid genomic clustering. - Albert Dominguez Mantes; Daniel Mas Montserrat; Carlos D. Bustamante; Xavier Giró-i-Nieto; Alexander G. Ioannidis (Nat. Comput. Sci., 2023)

HyperFast: Instant Classification for Tabular Data. - David Bonet; Daniel Mas Montserrat; Xavier Giró-i-Nieto; Alexander G. Ioannidis (AAAI, 2024)

Advances in Biomedical Missing Data Imputation: A Survey. - Míriam Barrabés; Maria Perera; Víctor Novelle Moriano; Xavier Giró-i-Nieto; Daniel Mas Montserrat; Alexander G. Ioannidis (IEEE Access, 2025)