Xavier Giró-i-Nieto

172 papers A* 16A 3B 9C 5Misc 3Journal 86Unranked 47

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Advances in Biomedical Missing Data Imputation: A Survey. IEEE Access Míriam Barrabés, Maria Perera, Víctor Novelle Moriano, Xavier Giró-i-Nieto, Daniel Mas Montserrat, Alexander G. Ioannidis
2025	—	`conf`	Compressive Meta-Learning. KDD (2) Daniel Mas Montserrat, David Bonet, Maria Perera, Xavier Giró-i-Nieto, Alexander G. Ioannidis
2025	J	`jnl`	Compressive Meta-Learning. CoRR Daniel Mas Montserrat, David Bonet, Maria Perera, Xavier Giró-i-Nieto, Alexander G. Ioannidis
2025	J	`jnl`	Cost Savings from Automatic Quality Assessment of Generated Images. CoRR Xavier Giró-i-Nieto, Nefeli Andreou, Anqi Liang, Manel Baradad, Francesc Moreno-Noguer, Aleix Martinez
2024	A*	`conf`	HyperFast: Instant Classification for Tabular Data. AAAI David Bonet, Daniel Mas Montserrat, Xavier Giró-i-Nieto, Alexander G. Ioannidis
2024	J	`jnl`	HyperFast: Instant Classification for Tabular Data. CoRR David Bonet, Daniel Mas Montserrat, Xavier Giró-i-Nieto, Alexander G. Ioannidis
2023	J	`jnl`	A closer look at referring expressions for video object segmentation. Multim. Tools Appl. Miriam Bellver, Carles Ventura, Carina Silberer, Ioannis Kazakos, Jordi Torres, Xavier Giró-i-Nieto
2023	A*	`conf`	Adversarial Learning for Feature Shift Detection and Correction. NeurIPS Míriam Barrabés, Daniel Mas Montserrat, Margarita Geleta, Xavier Giró-i-Nieto, Alexander G. Ioannidis
2023	J	`jnl`	Adversarial Learning for Feature Shift Detection and Correction. CoRR Míriam Barrabés, Daniel Mas Montserrat, Margarita Geleta, Xavier Giró-i-Nieto, Alexander G. Ioannidis
2023	—	`conf`	Genomic Databases Homogenization with Machine Learning. BIBM Míriam Barrabés, David Bonet, Víctor Novelle Moriano, Xavier Giró-i-Nieto, Daniel Mas Montserrat, Alexander G. Ioannidis
2023	J	`jnl`	Neural ADMIXTURE for rapid genomic clustering. Nat. Comput. Sci. Albert Dominguez Mantes, Daniel Mas Montserrat, Carlos D. Bustamante, Xavier Giró-i-Nieto, Alexander G. Ioannidis
2023	A	`conf`	SIRA: Relightable Avatars from a Single Image. WACV Pol Caselles, Eduard Ramon, Jaime García, Xavier Giró-i-Nieto, Francesc Moreno-Noguer, Gil Triginer
2023	—	`conf`	Sign Language Translation from Instructional Videos. CVPR Workshops Laia Tarrés, Gerard I. Gállego, Amanda Cardoso Duarte, Jordi Torres, Xavier Giró-i-Nieto
2023	J	`jnl`	Sign Language Translation from Instructional Videos. CoRR Laia Tarrés, Gerard I. Gállego, Amanda Cardoso Duarte, Jordi Torres, Xavier Giró-i-Nieto
2023	J	`jnl`	The Liver Tumor Segmentation Benchmark (LiTS). Medical Image Anal. Patrick Bilic, Patrick Ferdinand Christ, Hongwei Li, Eugene Vorontsov, Avi Ben-Cohen, Georgios Kaissis, Adi Szeskin, Colin Jacobs, Gabriel Efrain Humpire Mamani, Gabriel Chartrand, Fabian Lohöfer, Julian Walter Holch, Wieland H. Sommer, Felix Hofmann, Alexandre Hostettler, Naama Lev-Cohain, Michal Drozdzal, Michal Marianne Amitai, Refael Vivanti, Jacob Sosna, Ivan Ezhov, Anjany Sekuboyina, Fernando Navarro, Florian Kofler, Johannes C. Paetzold, Suprosanna Shit, Xiaobin Hu, Jana Lipková, Markus Rempfler, Marie Piraud, Jan Kirschke, Benedikt Wiestler, Zhiheng Zhang, Christian Hülsemeyer, Marcel Beetz, Florian Ettlinger, Michela Antonelli, Woong Bae, Miriam Bellver, Lei Bi, Hao Chen, Grzegorz Chlebus, Erik B. Dam, Qi Dou, Chi-Wing Fu, Bogdan Georgescu, Xavier Giró-i-Nieto, Felix Grün, Xu Han, Pheng-Ann Heng, Jürgen Hesser, Jan Hendrik Moltz, Christian Igel, Fabian Isensee, Paul Jäger, Fucang Jia, Krishna Chaitanya Kaluva, Mahendra Khened, Ildoo Kim, Jae-Hun Kim, Sungwoong Kim, Simon Kohl, Tomasz K. Konopczynski, Avinash Kori, Ganapathy Krishnamurthi, Fan Li, Hongchao Li, Junbo Li, Xiaomeng Li, John S. Lowengrub, Jun Ma, Klaus H. Maier-Hein, Kevis-Kokitsi Maninis, Hans Meine, Dorit Merhof, Akshay Pai, Mathias Perslev, Jens Petersen, Jordi Pont-Tuset, Jin Qi, Xiaojuan Qi, Oliver Rippel, Karsten Roth, Ignacio Sarasua, Andrea Schenk, Zengming Shen, Jordi Torres, Christian Wachinger, Chunliang Wang, Leon Weninger, Jianrong Wu, Daguang Xu, Xiaoping Yang, Simon Chun-Ho Yu, Yading Yuan, Miao Yue, Liping Zhang, Manuel Jorge Cardoso, Spyridon Bakas, Rickmer Braren, Volker Heinemann, Christopher Pal, An Tang, Samuel Kadoury, Luc Soler, Bram van Ginneken, Hayit Greenspan, Leo Joskowicz, Bjoern H. Menze
2023	J	`jnl`	Towards Robust Image-in-Audio Deep Steganography. CoRR Jaume Ros, Margarita Geleta, Jordi Pons, Xavier Giró-i-Nieto
2022	—	`conf`	Generative Moment Matching Networks for Genotype Simulation. EMBC Maria Perera, Daniel Mas Montserrat, Míriam Barrabés, Margarita Geleta, Xavier Giró-i-Nieto, Alexander G. Ioannidis
2022	A*	`conf`	Hyper-Representations as Generative Models: Sampling Unseen Neural Network Weights. NeurIPS Konstantin Schürholt, Boris Knyazev, Xavier Giró-i-Nieto, Damian Borth
2022	J	`jnl`	Hyper-Representations as Generative Models: Sampling Unseen Neural Network Weights. CoRR Konstantin Schürholt, Boris Knyazev, Xavier Giró-i-Nieto, Damian Borth
2022	J	`jnl`	Hyper-Representations for Pre-Training and Transfer Learning. CoRR Konstantin Schürholt, Boris Knyazev, Xavier Giró-i-Nieto, Damian Borth
2022	A*	`conf`	Model Zoos: A Dataset of Diverse Populations of Neural Network Models. NeurIPS Konstantin Schürholt, Diyar Taskiran, Boris Knyazev, Xavier Giró-i-Nieto, Damian Borth
2022	J	`jnl`	Model Zoos: A Dataset of Diverse Populations of Neural Network Models. CoRR Konstantin Schürholt, Diyar Taskiran, Boris Knyazev, Xavier Giró-i-Nieto, Damian Borth
2022	Misc	`conf`	Pixinwav: Residual Steganography for Hiding Pixels in Audio. ICASSP Margarita Geleta, Cristina Punti, Kevin McGuinness, Jordi Pons, Cristian Canton, Xavier Giró-i-Nieto
2022	—	`conf`	Predicting Dog Phenotypes from Genotypes. EMBC Emily R. Bartusiak, Míriam Barrabés, Aigerim Rymbekova, Julia Gimbernat-Mayol, Cayetana López, Lorenzo Barberis, Daniel Mas Montserrat, Xavier Giró-i-Nieto, Alexander G. Ioannidis
2022	J	`jnl`	SALAI-Net: species-agnostic local ancestry inference network. Bioinform. Benet Oriol Sabat, Daniel Mas Montserrat, Xavier Giró-i-Nieto, Alexander G. Ioannidis
2022	J	`jnl`	SIRA: Relightable Avatars from a Single Image. CoRR Pol Caselles, Eduard Ramon, Jaime García, Xavier Giró-i-Nieto, Francesc Moreno-Noguer, Gil Triginer
2022	A*	`conf`	Sign Language Video Retrieval with Free-Form Textual Queries. CVPR Amanda Cardoso Duarte, Samuel Albanie, Xavier Giró-i-Nieto, Gül Varol
2022	J	`jnl`	Sign Language Video Retrieval with Free-Form Textual Queries. CoRR Amanda Cardoso Duarte, Samuel Albanie, Xavier Giró-i-Nieto, Gül Varol
2022	—	`conf`	Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22. WMT Laia Tarrés, Gerard I. Gállego, Xavier Giró-i-Nieto, Jordi Torres
2022	J	`jnl`	Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22. CoRR Laia Tarrés, Gerard I. Gállego, Xavier Giró-i-Nieto, Jordi Torres
2022	J	`jnl`	Topic Detection in Continuous Sign Language Videos. CoRR Alvaro Budria, Laia Tarrés, Gerard I. Gállego, Francesc Moreno-Noguer, Jordi Torres, Xavier Giró-i-Nieto
2021	A*	`conf`	H3D-Net: Few-Shot High-Fidelity 3D Head Reconstruction. ICCV Eduard Ramon, Gil Triginer, Janna Escur, Albert Pumarola, Jaime García, Xavier Giró-i-Nieto, Francesc Moreno-Noguer
2021	J	`jnl`	H3D-Net: Few-Shot High-Fidelity 3D Head Reconstruction. CoRR Eduard Ramon, Gil Triginer, Janna Escur, Albert Pumarola, Jaime García, Xavier Giró-i-Nieto, Francesc Moreno-Noguer
2021	A*	`conf`	How2Sign: A Large-Scale Multimodal Dataset for Continuous American Sign Language. CVPR Amanda Cardoso Duarte, Shruti Palaskar, Lucas Ventura, Deepti Ghadiyaram, Kenneth DeHaan, Florian Metze, Jordi Torres, Xavier Giró-i-Nieto
2021	J	`jnl`	Multiple Object Tracking with Mixture Density Networks for Trajectory Estimation. CoRR Andreu Girbau, Xavier Giró-i-Nieto, Ignasi Rius, Ferran Marqués
2021	J	`jnl`	PixInWav: Residual Steganography for Hiding Pixels in Audio. CoRR Margarita Geleta, Cristina Punti, Kevin McGuinness, Jordi Pons, Cristian Canton, Xavier Giró-i-Nieto
2021	A*	`conf`	Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data. ICCV Oscar Mañas, Alexandre Lacoste, Xavier Giró-i-Nieto, David Vázquez, Pau Rodríguez
2021	J	`jnl`	Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data. CoRR Oscar Mañas, Alexandre Lacoste, Xavier Giró-i-Nieto, David Vázquez, Pau Rodríguez
2021	J	`jnl`	SynthRef: Generation of Synthetic Referring Expressions for Object Segmentation. CoRR Ioannis Kazakos, Carles Ventura, Miriam Bellver, Carina Silberer, Xavier Giró-i-Nieto
2021	J	`jnl`	Unsupervised Skill-Discovery and Skill-Learning in Minecraft. CoRR Juan José Nieto, Roger Creus, Xavier Giró-i-Nieto
2020	B	`conf`	Automatic Reminiscence Therapy for Dementia. ICMR Mariona Caros, Maite Garolera, Petia Radeva, Xavier Giró-i-Nieto
2020	J	`jnl`	Can Everybody Sign Now? Exploring Sign Language Video Generation from 2D Poses. CoRR Lucas Ventura, Amanda Cardoso Duarte, Xavier Giró-i-Nieto
2020	J	`jnl`	Curriculum Learning for Recurrent Video Object Segmentation. CoRR Maria Gonzalez-i-Calabuig, Carles Ventura, Xavier Giró-i-Nieto
2020	—	`conf`	Enhancing Online Knowledge Graph Population with Semantic Knowledge. ISWC (1) 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
2020	A*	`conf`	Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills. ICML Victor Campos, Alexander Trott, Caiming Xiong, Richard Socher, Xavier Giró-i-Nieto, Jordi Torres
2020	J	`jnl`	Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills. CoRR Víctor Campos, Alexander Trott, Caiming Xiong, Richard Socher, Xavier Giró-i-Nieto, Jordi Torres
2020	J	`jnl`	How2Sign: A Large-scale Multimodal Dataset for Continuous American Sign Language. CoRR Amanda Cardoso Duarte, Shruti Palaskar, Deepti Ghadiyaram, Kenneth DeHaan, Florian Metze, Jordi Torres, Xavier Giró-i-Nieto
2020	J	`jnl`	Mask-guided sample selection for Semi-Supervised Instance Segmentation. CoRR Miriam Bellver, Amaia Salvador, Jordi Torres, Xavier Giró-i-Nieto
2020	J	`jnl`	Mask-guided sample selection for semi-supervised instance segmentation. Multim. Tools Appl. Miriam Bellver, Amaia Salvador, Jordi Torres, Xavier Giró-i-Nieto
2020	B	`conf`	One Perceptron to Rule Them All: Language, Vision, Audio and Speech. ICMR Xavier Giró-i-Nieto
2020	J	`jnl`	RefVOS: A Closer Look at Referring Expressions for Video Object Segmentation. CoRR Miriam Bellver, Carles Ventura, Carina Silberer, Ioannis Kazakos, Jordi Torres, Xavier Giró-i-Nieto
2020	J	`jnl`	Transcription-Enriched Joint Embeddings for Spoken Descriptions of Images and Videos. CoRR Benet Oriol, Jordi Luque, Ferran Diego, Xavier Giró-i-Nieto
2019	—	`conf`	Assessing Knee OA Severity with CNN attention-based end-to-end architectures. MIDL Marc Górriz, Joseph Antony, Kevin McGuinness, Xavier Giró-i-Nieto, Noel E. O'Connor
2019	J	`jnl`	Assessing Knee OA Severity with CNN attention-based end-to-end architectures. CoRR Marc Górriz, Joseph Antony, Kevin McGuinness, Xavier Giró-i-Nieto, Noel E. O'Connor
2019	J	`jnl`	Automatic Reminiscence Therapy for Dementia. CoRR Mariona Caros, Maite Garolera, Petia Radeva, Xavier Giró-i-Nieto
2019	—	`conf`	Budget-aware Semi-Supervised Semantic and Instance Segmentation. CVPR Workshops Miriam Bellver, Amaia Salvador, Jordi Torres, Xavier Giró-i-Nieto
2019	J	`jnl`	Budget-aware Semi-Supervised Semantic and Instance Segmentation. CoRR Miriam Bellver, Amaia Salvador, Jordi Torres, Xavier Giró-i-Nieto
2019	J	`jnl`	Hate Speech in Pixels: Detection of Offensive Memes towards Automatic Moderation. CoRR Benet Oriol Sabat, Cristian Canton-Ferrer, Xavier Giró-i-Nieto
2019	—	`conf`	Hyperparameter-Free Losses for Model-Based Monocular Reconstruction. ICCV Workshops Eduard Ramon, Guillermo Ruiz, Thomas Batard, Xavier Giró-i-Nieto
2019	J	`jnl`	Hyperparameter-Free Losses for Model-Based Monocular Reconstruction. CoRR Eduard Ramon, Guillermo Ruiz, Thomas Batard, Xavier Giró-i-Nieto
2019	A*	`conf`	Inverse Cooking: Recipe Generation From Food Images. CVPR Amaia Salvador, Michal Drozdzal, Xavier Giró-i-Nieto, Adriana Romero
2019	—	`conf`	Multi-View 3D Face Reconstruction in the Wild Using Siamese Networks. ICCV Workshops Eduard Ramon, Janna Escur, Xavier Giró-i-Nieto
2019	J	`jnl`	Multiresolution co-clustering for uncalibrated multiview segmentation. Signal Process. Image Commun. Carles Ventura, David Varas, Verónica Vilaplana, Xavier Giró-i-Nieto, Ferran Marqués
2019	A*	`conf`	RVOS: End-To-End Recurrent Network for Video Object Segmentation. CVPR Carles Ventura, Miriam Bellver, Andreu Girbau, Amaia Salvador, Ferran Marqués, Xavier Giró-i-Nieto
2019	J	`jnl`	RVOS: End-to-End Recurrent Network for Video Object Segmentation. CoRR Carles Ventura, Miriam Bellver, Andreu Girbau, Amaia Salvador, Ferran Marqués, Xavier Giró-i-Nieto
2019	—	`conf`	Recurrent Instance Segmentation using Sequences of Referring Expressions. ViGIL@NeurIPS Alba Maria Hererra-Palacio, Carles Ventura, Carina Silberer, Ionut-Teodor Sorodoc, Gemma Boleda, Xavier Giró-i-Nieto
2019	J	`jnl`	Recurrent Instance Segmentation using Sequences of Referring Expressions. CoRR Alba Herrera-Palacio, Carles Ventura, Carina Silberer, Ionut-Teodor Sorodoc, Gemma Boleda, Xavier Giró-i-Nieto
2019	A	`conf`	Simple vs complex temporal recurrences for video saliency prediction. BMVC Panagiotis Linardos, Eva Mohedano, Juan José Nieto, Noel E. O'Connor, Xavier Giró-i-Nieto, Kevin McGuinness
2019	J	`jnl`	Simple vs complex temporal recurrences for video saliency prediction.. CoRR Panagiotis Linardos, Eva Mohedano, Juan José Nieto, Noel E. O'Connor, Xavier Giró-i-Nieto, Kevin McGuinness
2019	—	`conf`	VLX-Stories: A Semantically Linked Event Platform for Media Publishers. ISWC (Satellites) Delia Fernandez-Canellas, Blai Garolera, Elisenda Bou, Xavier Giró-i-Nieto
2019	—	`conf`	VLX-Stories: Building an Online Event Knowledge Base with Emerging Entity Detection. ISWC (2) 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
2019	—	`conf`	WAV2PIX: Speech-conditioned Face Generation using Generative Adversarial Networks. CVPR Workshops Amanda Cardoso Duarte, Francisco Roldan, Miquel Tubau, Janna Escur, Santiago Pascual, Amaia Salvador, Eva Mohedano, Kevin McGuinness, Jordi Torres, Xavier Giró-i-Nieto
2019	Misc	`conf`	Wav2Pix: Speech-conditioned Face Generation Using Generative Adversarial Networks. ICASSP Amanda Cardoso Duarte, Francisco Roldan, Miquel Tubau, Janna Escur, Santiago Pascual, Amaia Salvador, Eva Mohedano, Kevin McGuinness, Jordi Torres, Xavier Giró-i-Nieto
2019	J	`jnl`	Wav2Pix: Speech-conditioned Face Generation using Generative Adversarial Networks. CoRR Amanda Cardoso Duarte, Francisco Roldan, Miquel Tubau, Janna Escur, Santiago Pascual, Amaia Salvador, Eva Mohedano, Kevin McGuinness, Jordi Torres, Xavier Giró-i-Nieto
2018	—	`conf`	Comparing Fixed and Adaptive Computation Time for Recurrent Neural Networks. ICLR (Workshop) Daniel Fojo, Víctor Campos, Xavier Giró-i-Nieto
2018	J	`jnl`	Comparing Fixed and Adaptive Computation Time for Recurrent Neural Networks. CoRR Daniel Fojo, Víctor Campos, Xavier Giró-i-Nieto
2018	—	`conf`	Cross-modal Embeddings for Video and Audio Retrieval. ECCV Workshops (4) Dídac Surís, Amanda Cardoso Duarte, Amaia Salvador, Jordi Torres, Xavier Giró-i-Nieto
2018	J	`jnl`	Cross-modal Embeddings for Video and Audio Retrieval. CoRR Dídac Surís, Amanda Cardoso Duarte, Amaia Salvador, Jordi Torres, Xavier Giró-i-Nieto
2018	A*	`conf`	Demonstration of an Open Source Framework for Qualitative Evaluation of CBIR Systems. ACM Multimedia Paula Gómez Duran, Eva Mohedano, Kevin McGuinness, Xavier Giró-i-Nieto, Noel E. O'Connor
2018	J	`jnl`	Importance Weighted Evolution Strategies. CoRR Víctor Campos, Xavier Giró-i-Nieto, Jordi Torres
2018	J	`jnl`	Introduction to the special issue: Egocentric Vision and Lifelogging. J. Vis. Commun. Image Represent. Mariella Dimiccoli, Cathal Gurrin, David J. Crandall, Xavier Giró-i-Nieto, Petia Radeva
2018	J	`jnl`	Inverse Cooking: Recipe Generation from Food Images. CoRR Amaia Salvador, Michal Drozdzal, Xavier Giró-i-Nieto, Adriana Romero
2018	—	`conf`	Linking Media: adopting Semantic Technologies for Multimodal Media Connection. ISWC (P&D/Industry/BlueSky) Delia Fernandez-Canellas, Elisenda Bou-Balust, Xavier Giró-i-Nieto
2018	J	`jnl`	Online Action Detection in Untrimmed, Streaming Videos - Modeling and Evaluation. CoRR Zheng Shou, Junting Pan, Jonathan Chan, Kazuyuki Miyazawa, Hassan Mansour, Anthony Vetro, Xavier Giró-i-Nieto, Shih-Fu Chang
2018	—	`conf`	Online Detection of Action Start in Untrimmed, Streaming Videos. ECCV (3) Zheng Shou, Junting Pan, Jonathan Chan, Kazuyuki Miyazawa, Hassan Mansour, Anthony Vetro, Xavier Giró-i-Nieto, Shih-Fu Chang
2018	—	`conf`	PathGAN: Visual Scanpath Prediction with Generative Adversarial Networks. ECCV Workshops (5) Marc Assens, Xavier Giró-i-Nieto, Kevin McGuinness, Noel E. O'Connor
2018	J	`jnl`	PathGAN: Visual Scanpath Prediction with Generative Adversarial Networks. CoRR Marc Assens, Xavier Giró-i-Nieto, Kevin McGuinness, Noel E. O'Connor
2018	C	`conf`	Saliency Weighted Convolutional Features for Instance Search. CBMI Eva Mohedano, Kevin McGuinness, Xavier Giró-i-Nieto, Noel E. O'Connor
2018	J	`jnl`	Scanpath and saliency prediction on 360 degree images. Signal Process. Image Commun. Marc Assens, Xavier Giró-i-Nieto, Kevin McGuinness, Noel E. O'Connor
2018	—	`conf`	Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks. ICLR (Poster) Víctor Campos, Brendan Jou, Xavier Giró-i-Nieto, Jordi Torres, Shih-Fu Chang
2018	J	`jnl`	Temporal Saliency Adaptation in Egocentric Videos. CoRR Panagiotis Linardos, Eva Mohedano, Monica Cherto, Cathal Gurrin, Xavier Giró-i-Nieto
2018	—	`conf`	What Is Going on in the World? A Display Platform for Media Understanding. MIPR 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
2017	A	`conf`	Class Weighted Convolutional Features for Visual Instance Search. BMVC Albert Jimenez, Jose M. Alvarez, Xavier Giró-i-Nieto
2017	J	`jnl`	Class-Weighted Convolutional Features for Visual Instance Search. CoRR Albert Jimenez, Jose M. Alvarez, Xavier Giró-i-Nieto
2017	J	`jnl`	Cost-Effective Active Learning for Melanoma Segmentation. CoRR Marc Gorriz, Axel Carlier, Emmanuel Faure, Xavier Giró-i-Nieto
2017	J	`jnl`	Detection-aided liver lesion segmentation using deep learning. CoRR Miriam Bellver, Kevis-Kokitsi Maninis, Jordi Pont-Tuset, Xavier Giró-i-Nieto, Jordi Torres, Luc Van Gool
2017	J	`jnl`	Disentangling Motion, Foreground and Background Features in Videos. CoRR Xunyu Lin, Victor Campos, Xavier Giró-i-Nieto, Jordi Torres, Cristian Canton-Ferrer
2017	Misc	`conf`	Distributed training strategies for a computer vision deep learning algorithm on a distributed GPU cluster. ICCS Victor Campos, Francesc Sastre, Maurici Yagües, Miriam Bellver, Xavier Giró-i-Nieto, Jordi Torres
2017	J	`jnl`	From pixels to sentiment: Fine-tuning CNNs for visual sentiment prediction. Image Vis. Comput. Victor Campos, Brendan Jou, Xavier Giró-i-Nieto
2017	A*	`conf`	LTA 2017: The Second Workshop on Lifelogging Tools and Applications. ACM Multimedia Cathal Gurrin, Xavier Giró-i-Nieto, Petia Radeva, Mariella Dimiccoli, Duc-Tien Dang-Nguyen, Hideo Joho
2017	—	`conf`	More Cat than Cute?: Interpretable Prediction of Adjective-Noun Pairs. MUSA2@MM Delia Fernandez, Alejandro Woodward, Victor Campos, Xavier Giró-i-Nieto, Brendan Jou, Shih-Fu Chang
2017	J	`jnl`	More cat than cute? Interpretable Prediction of Adjective-Noun Pairs. CoRR Delia Fernandez, Alejandro Woodward, Victor Campos, Xavier Giró-i-Nieto, Brendan Jou, Shih-Fu Chang
2017	—	`ed.`	Proceedings of the 2nd Workshop on Lifelogging Tools and Applications, LTA@MM 2017, Mountain View, CA, USA, October 23, 2017 LTA@MM Cathal Gurrin, Xavier Giró-i-Nieto, Petia Radeva, Duc-Tien Dang-Nguyen, Mariella Dimiccoli, Hideo Joho
2017	J	`jnl`	Recurrent Neural Networks for Semantic Instance Segmentation. CoRR Amaia Salvador, Miriam Bellver, Manel Baradad, Ferran Marqués, Jordi Torres, Xavier Giró-i-Nieto
2017	J	`jnl`	SalGAN: Visual Saliency Prediction with Generative Adversarial Networks. CoRR Junting Pan, Cristian Canton-Ferrer, Kevin McGuinness, Noel E. O'Connor, Jordi Torres, Elisa Sayrol, Xavier Giró-i-Nieto
2017	J	`jnl`	Saliency Weighted Convolutional Features for Instance Search. CoRR Eva Mohedano, Kevin McGuinness, Xavier Giró-i-Nieto, Noel E. O'Connor
2017	—	`conf`	SaltiNet: Scan-Path Prediction on 360 Degree Images Using Saliency Volumes. ICCV Workshops Marc Assens, Xavier Giró-i-Nieto, Kevin McGuinness, Noel E. O'Connor
2017	J	`jnl`	SaltiNet: Scan-path Prediction on 360 Degree Images using Saliency Volumes. CoRR Marc Assens, Kevin McGuinness, Xavier Giró-i-Nieto, Noel E. O'Connor
2017	B	`conf`	Scaling a Convolutional Neural Network for classification of Adjective Noun Pairs with TensorFlow on GPU Clusters. CCGrid Victor Campos, Francesc Sastre, Maurici Yagües, Jordi Torres, Xavier Giró-i-Nieto
2017	—	`conf`	Semantic Summarization of Egocentric Photo Stream Events. LTA@MM Aniol Lidon, Marc Bolaños, Mariella Dimiccoli, Petia Radeva, Maite Garolera, Xavier Giró-i-Nieto
2017	J	`jnl`	Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks. CoRR Victor Campos, Brendan Jou, Xavier Giró-i-Nieto, Jordi Torres, Shih-Fu Chang
2017	—	`conf`	ViTS: Video Tagging System from Massive Web Multimedia Collections. ICCV Workshops Delia Fernandez, David Varas, Joan Espadaler, Issey Masuda, Jordi Ferreira, Alejandro Woodward, David Rodriguez, Xavier Giró-i-Nieto, Juan Carlos Riveiro, Elisenda Bou
2016	J	`jnl`	Assessment of crowdsourcing and gamification loss in user-assisted object segmentation. Multim. Tools Appl. Axel Carlier, Amaia Salvador, Ferran Cabezas, Xavier Giró-i-Nieto, Vincent Charvillat, Oge Marques
2016	B	`conf`	Bags of Local Convolutional Features for Scalable Instance Search. ICMR Eva Mohedano, Kevin McGuinness, Noel E. O'Connor, Amaia Salvador, Ferran Marqués, Xavier Giró-i-Nieto
2016	J	`jnl`	Bags of Local Convolutional Features for Scalable Instance Search. CoRR Eva Mohedano, Amaia Salvador, Kevin McGuinness, Ferran Marqués, Noel E. O'Connor, Xavier Giró-i-Nieto
2016	—	`conf`	Dublin City University and Partners' Participation in the INS and VTT Tracks at TRECVid 2016. TRECVID Mark Marsden, Eva Mohedano, Kevin McGuinness, Andrea Calafell, Xavier Giró-i-Nieto, Noel E. O'Connor, Jiang Zhou, Lucas Azevedo, Tobias Daudert, Brian Davis, Manuela Hürlimann, Haithem Afli, Jinhua Du, Debasis Ganguly, Wei Li, Andy Way, Alan F. Smeaton
2016	—	`conf`	Faster R-CNN Features for Instance Search. CVPR Workshops Amaia Salvador, Xavier Giró-i-Nieto, Ferran Marqués, Shin'ichi Satoh
2016	J	`jnl`	Faster R-CNN Features for Instance Search. CoRR Amaia Salvador, Xavier Giró-i-Nieto, Ferran Marqués, Shin'ichi Satoh
2016	J	`jnl`	From Pixels to Sentiment: Fine-tuning CNNs for Visual Sentiment Prediction. CoRR Victor Campos, Brendan Jou, Xavier Giró-i-Nieto
2016	J	`jnl`	Hierarchical Object Detection with Deep Reinforcement Learning. CoRR Miriam Bellver, Xavier Giró-i-Nieto, Ferran Marqués, Jordi Torres
2016	—	`conf`	LEMoRe: A Lifelog Engine for Moments Retrieval at the NTCIR-Lifelog LSAT Task. NTCIR Gabriel de Oliveira Barra, Alejandro Cartas Ayala, Marc Bolaños, Mariella Dimiccoli, Xavier Giró-i-Nieto, Petia Radeva
2016	A*	`conf`	LTA 2016: The First Workshop on Lifelogging Tools and Applications. ACM Multimedia Cathal Gurrin, Xavier Giró-i-Nieto, Petia Radeva, Mariella Dimiccoli, Håvard D. Johansen, Hideo Joho, Vivek K. Singh
2016	C	`conf`	Large scale content-based video retrieval with LIvRE. CBMI Gabriel de Oliveira Barra, Mathias Lux, Xavier Giró-i-Nieto
2016	J	`jnl`	Open-Ended Visual Question-Answering. CoRR Issey Masuda, Santiago Pascual de la Puente, Xavier Giró-i-Nieto
2016	—	`ed.`	Proceedings of the first Workshop on Lifelogging Tools and Applications, LTA@MM 2016, Amsterdam, Netherlands, October 15 - 19, 2016 LTA@MM Cathal Gurrin, Xavier Giró-i-Nieto, Petia Radeva, Hideo Joho, Håvard D. Johansen, Vivek K. Singh, Mariella Dimiccoli
2016	A*	`conf`	Shallow and Deep Convolutional Networks for Saliency Prediction. CVPR Junting Pan, Elisa Sayrol, Xavier Giró-i-Nieto, Kevin McGuinness, Noel E. O'Connor
2016	J	`jnl`	Shallow and Deep Convolutional Networks for Saliency Prediction. CoRR Junting Pan, Kevin McGuinness, Elisa Sayrol, Noel E. O'Connor, Xavier Giró-i-Nieto
2016	J	`jnl`	Temporal Activity Detection in Untrimmed Videos with Recurrent Neural Networks. CoRR Alberto Montes, Amaia Salvador, Xavier Giró-i-Nieto
2016	J	`jnl`	Where is my Phone ? Personal Object Retrieval from Egocentric Images. CoRR Cristian Reyes, Eva Mohedano, Kevin McGuinness, Noel E. O'Connor, Xavier Giró-i-Nieto
2016	—	`conf`	Where is my Phone?: Personal Object Retrieval from Egocentric Images. LTA@MM Cristian Reyes, Eva Mohedano, Kevin McGuinness, Noel E. O'Connor, Xavier Giró-i-Nieto
2015	J	`jnl`	Cultural Event Recognition with Visual ConvNets and Temporal Models. CoRR Amaia Salvador, Matthias Zeppelzauer, Daniel Manchon-Vizuete, Andrea Calafell, Xavier Giró-i-Nieto
2015	—	`conf`	Cultural Event recognition with visual ConvNets and temporal models. CVPR Workshops Amaia Salvador, Daniel Manchon-Vizuete, Andrea Calafell, Xavier Giró-i-Nieto, Matthias Zeppelzauer
2015	—	`conf`	Diving Deep into Sentiment: Understanding Fine-tuned CNNs for Visual Sentiment Prediction. ASM@ACM Multimedia Victor Campos, Amaia Salvador, Xavier Giró-i-Nieto, Brendan Jou
2015	J	`jnl`	Diving Deep into Sentiment: Understanding Fine-tuned CNNs for Visual Sentiment Prediction. CoRR Victor Campos, Amaia Salvador, Brendan Jou, Xavier Giró-i-Nieto
2015	J	`jnl`	End-to-end Convolutional Network for Saliency Prediction. CoRR Junting Pan, Xavier Giró-i-Nieto
2015	C	`conf`	Event video retrieval using global and local descriptors in visual domain. CBMI Jennifer Roldan-Carlos, Mathias Lux, Xavier Giró-i-Nieto, Pia Muñoz, Nektarios Anagnostopoulos
2015	B	`conf`	Exploring EEG for Object Detection and Retrieval. ICMR Eva Mohedano, Kevin McGuinness, Graham Healy, Noel E. O'Connor, Alan F. Smeaton, Amaia Salvador, Sergi Porta, Xavier Giró-i-Nieto
2015	J	`jnl`	Exploring EEG for Object Detection and Retrieval. CoRR Eva Mohedano, Amaia Salvador, Sergi Porta, Xavier Giró-i-Nieto, Graham Healy, Kevin McGuinness, Noel E. O'Connor, Alan F. Smeaton
2015	J	`jnl`	Improving Spatial Codification in Semantic Segmentation. CoRR Carles Ventura, Xavier Giró-i-Nieto, Verónica Vilaplana, Kevin McGuinness, Ferran Marqués, Noel E. O'Connor
2015	J	`jnl`	Improving object segmentation by using EEG signals and rapid serial visual presentation. Multim. Tools Appl. Eva Mohedano, Graham Healy, Kevin McGuinness, Xavier Giró-i-Nieto, Noel E. O'Connor, Alan F. Smeaton
2015	B	`conf`	Improving spatial codification in semantic segmentation. ICIP Carles Ventura, Xavier Giró-i-Nieto, Verónica Vilaplana, Kevin McGuinness, Ferran Marqués, Noel E. O'Connor
2015	—	`conf`	Insight DCU at TRECVid 2015. TRECVID Kevin McGuinness, Eva Mohedano, Amaia Salvador, Zhenxing Zhang, Mark Marsden, Peng Wang, Iveel Jargalsaikhan, Joseph Antony, Xavier Giró-i-Nieto, Shin'ichi Satoh, Noel E. O'Connor, Alan F. Smeaton
2015	J	`jnl`	Quality Control in Crowdsourced Object Segmentation. CoRR Ferran Cabezas, Axel Carlier, Amaia Salvador, Xavier Giró-i-Nieto, Vincent Charvillat
2015	B	`conf`	Quality control in crowdsourced object segmentation. ICIP Ferran Cabezas, Axel Carlier, Vincent Charvillat, Amaia Salvador, Xavier Giró-i-Nieto
2015	J	`jnl`	Semantic Summarization of Egocentric Photo Stream Events. CoRR Aniol Lidon, Marc Bolaños, Mariella Dimiccoli, Petia Radeva, Maite Garolera, Xavier Giró-i-Nieto
2015	—	`conf`	UPC-UB-STP @ MediaEval 2015 Diversity Task: Iterative Reranking of Relevant Images. MediaEval Aniol Lidon, Marc Bolaños, Markus Seidl, Xavier Giró-i-Nieto, Petia Radeva, Matthias Zeppelzauer
2015	J	`jnl`	Visual Information Retrieval in Endoscopic Video Archives. CoRR Jennifer Roldan-Carlos, Mathias Lux, Xavier Giró-i-Nieto, Pia Muñoz, Nektarios Anagnostopoulos
2015	J	`jnl`	Visual Summary of Egocentric Photostreams by Representative Keyframes. CoRR Marc Bolaños, Ricard Mestre, Estefanía Talavera, Xavier Giró-i-Nieto, Petia Radeva
2015	C	`conf`	Visual information retrieval in endoscopic video archives. CBMI Jennifer Roldan-Carlos, Mathias Lux, Xavier Giró-i-Nieto, Pia Muñoz, Nektarios Anagnostopoulos
2015	—	`conf`	Visual summary of egocentric photostreams by representative keyframes. ICME Workshops Marc Bolaños, Ricard Mestre, Estefanía Talavera, Xavier Giró-i-Nieto, Petia Radeva
2014	—	`conf`	Click'n'Cut: Crowdsourced Interactive Segmentation with Object Candidates. CrowdMM Axel Carlier, Vincent Charvillat, Amaia Salvador, Xavier Giró-i-Nieto, Oge Marques
2014	J	`jnl`	From global image annotation to interactive object segmentation. Multim. Tools Appl. Xavier Giró-i-Nieto, Manuel Martos, Eva Mohedano, Jordi Pont-Tuset
2014	J	`jnl`	Improving retrieval accuracy of Hierarchical Cellular Trees for generic metric spaces. Multim. Tools Appl. Carles Ventura, Verónica Vilaplana, Xavier Giró-i-Nieto, Ferran Marqués
2014	—	`conf`	Insight Centre for Data Analytics (DCU) at TRECVid 2014: Instance Search and Semantic Indexing Tasks. TRECVID 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
2014	A*	`conf`	Object Segmentation in Images using EEG Signals. ACM Multimedia Eva Mohedano, Graham Healy, Kevin McGuinness, Xavier Giró-i-Nieto, Noel E. O'Connor, Alan F. Smeaton
2014	J	`jnl`	Object Segmentation in Images using EEG Signals. CoRR Eva Mohedano, Graham Healy, Kevin McGuinness, Xavier Giró-i-Nieto, Noel E. O'Connor, Alan F. Smeaton
2014	—	`conf`	UPC at MediaEval 2014 Social Event Detection Task. MediaEval Daniel Manchon-Vizuete, Irene Gris-Sarabia, Xavier Giró-i-Nieto
2013	C	`conf`	Automatic keyframe selection based on mutual reinforcement algorithm. CBMI Carles Ventura, Xavier Giró-i-Nieto, Verónica Vilaplana, Daniel Farré Giribet, Eusebio Carasusán
2013	—	`conf`	Crowdsourced object segmentation with a game. CrowdMM@ACM Multimedia Amaia Salvador, Axel Carlier, Xavier Giró-i-Nieto, Oge Marques, Vincent Charvillat
2013	—	`conf`	UPC at MediaEval 2013 Hyperlinking Task. MediaEval Carles Ventura, Marcel Tella-Amo, Xavier Giró-i-Nieto
2013	—	`conf`	UPC at MediaEval 2013 Social Event Detection Task. MediaEval Daniel Manchon-Vizuete, Xavier Giró-i-Nieto
2012	B	`conf`	Hierarchical Navigation and Visual Search for Video Keyframe Retrieval. MMM Carles Ventura, Manel Martos, Xavier Giró-i-Nieto, Verónica Vilaplana, Ferran Marqués
2012	—	`conf`	Interactive segmentation and tracking of video objects. WIAMIS Xavier Giró-i-Nieto, Manuel Martos
2012	—	`conf`	Multiscale annotation of still images with GAT. VIGTA@AVI Xavier Giró-i-Nieto, Manuel Martos
2012	—	`—`	Part-based object retrieval with binary partition trees. Xavier Giró-i-Nieto
2011	B	`conf`	Diversity ranking for video retrieval from a broadcaster archive. ICMR Xavier Giró-i-Nieto, Monica Alfaro, Ferran Marqués
2011	—	`conf`	Rich Internet Application for Semi-automatic Annotation of Semantic Shots on Keyframes. MUSCLE Elisabet Carcel, Manuel Martos, Xavier Giró-i-Nieto, Ferran Marqués
2010	—	`conf`	Digimatge, a rich internet application for video retrieval from a multimedia asset management system. Multimedia Information Retrieval Xavier Giró-i-Nieto, Ramon Salla, Xavier Vives
2010	J	`jnl`	GAT: a Graphical Annotation Tool for semantic regions. Multim. Tools Appl. Xavier Giró-i-Nieto, Neus Camps, Ferran Marqués
2010	—	`conf`	System architecture of a web service for Content-Based Image Retrieval. CIVR Xavier Giró-i-Nieto, Carles Ventura, Jordi Pont-Tuset, Silvia Cortes, Ferran Marqués
2010	—	`conf`	TRECVID 2010 Experiments at Dublin City University. TRECVID 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, Ferran Marqués
2003	J	`jnl`	Wavelet Coding of Volumetric Medical Datasets. IEEE Trans. Medical Imaging Peter Schelkens, Adrian Munteanu, Joeri Barbarien, Mihnea Galca, Xavier Giró-i-Nieto, Jan Cornelis