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ORCIDXavier Giró-i-Nieto
Xavier Giró
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- affiliation: Polytechnic University of Catalonia, Barcelona, Spain
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2020 – today
- 2024
[c89]David Bonet, Daniel Mas Montserrat, Xavier Giró-i-Nieto, Alexander G. Ioannidis:
HyperFast: Instant Classification for Tabular Data. AAAI 2024: 11114-11123- [i69]David Bonet, Daniel Mas Montserrat, Xavier Giró-i-Nieto, Alexander G. Ioannidis:
HyperFast: Instant Classification for Tabular Data. CoRR abs/2402.14335 (2024) - 2023
- [j17]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:
The Liver Tumor Segmentation Benchmark (LiTS). Medical Image Anal. 84: 102680 (2023) - [j16]Miriam Bellver, Carles Ventura, Carina Silberer, Ioannis Kazakos, Jordi Torres, Xavier Giró-i-Nieto:
A closer look at referring expressions for video object segmentation. Multim. Tools Appl. 82(3): 4419-4438 (2023) - [j15]Albert Dominguez Mantes, Daniel Mas Montserrat, Carlos D. Bustamante, Xavier Giró-i-Nieto, Alexander G. Ioannidis:
Neural ADMIXTURE for rapid genomic clustering. Nat. Comput. Sci. 3(7): 621-629 (2023) - [c88]Míriam Barrabés, David Bonet, Víctor Novelle Moriano, Xavier Giró-i-Nieto, Daniel Mas Montserrat, Alexander G. Ioannidis:
Genomic Databases Homogenization with Machine Learning. BIBM 2023: 2952-2959 - [c87]Laia Tarrés, Gerard I. Gállego, Amanda Cardoso Duarte, Jordi Torres, Xavier Giró-i-Nieto:
Sign Language Translation from Instructional Videos. CVPR Workshops 2023: 5625-5635 - [c86]Míriam Barrabés, Daniel Mas Montserrat, Margarita Geleta, Xavier Giró-i-Nieto, Alexander G. Ioannidis:
Adversarial Learning for Feature Shift Detection and Correction. NeurIPS 2023 - [c85]Pol Caselles, Eduard Ramon, Jaime García, Xavier Giró-i-Nieto, Francesc Moreno-Noguer, Gil Triginer:
SIRA: Relightable Avatars from a Single Image. WACV 2023: 775-784 - [i68]Jaume Ros, Margarita Geleta, Jordi Pons, Xavier Giró-i-Nieto:
Towards Robust Image-in-Audio Deep Steganography. CoRR abs/2303.05007 (2023) - [i67]Laia Tarrés, Gerard I. Gállego, Amanda Cardoso Duarte, Jordi Torres, Xavier Giró-i-Nieto:
Sign Language Translation from Instructional Videos. CoRR abs/2304.06371 (2023) - [i66]Míriam Barrabés, Daniel Mas Montserrat, Margarita Geleta, Xavier Giró-i-Nieto, Alexander G. Ioannidis:
Adversarial Learning for Feature Shift Detection and Correction. CoRR abs/2312.04546 (2023) - 2022
- [c84]Amanda Cardoso Duarte, Samuel Albanie, Xavier Giró-i-Nieto, Gül Varol:
Sign Language Video Retrieval with Free-Form Textual Queries. CVPR 2022: 14074-14084 - [c83]Maria Perera, Daniel Mas Montserrat, Míriam Barrabés, Margarita Geleta, Xavier Giró-i-Nieto, Alexander G. Ioannidis:
Generative Moment Matching Networks for Genotype Simulation. EMBC 2022: 1379-1383 - [c82]Emily R. Bartusiak, Míriam Barrabés, Aigerim Rymbekova, Julia Gimbernat-Mayol, Cayetana López, Lorenzo Barberis, Daniel Mas Montserrat, Xavier Giró-i-Nieto, Alexander G. Ioannidis:
Predicting Dog Phenotypes from Genotypes. EMBC 2022: 3558-3562 - [c81]Margarita Geleta, Cristina Punti, Kevin McGuinness, Jordi Pons, Cristian Canton, Xavier Giró-i-Nieto:
Pixinwav: Residual Steganography for Hiding Pixels in Audio. ICASSP 2022: 2485-2489 - [c80]Konstantin Schürholt, Boris Knyazev, Xavier Giró-i-Nieto, Damian Borth:
Hyper-Representations as Generative Models: Sampling Unseen Neural Network Weights. NeurIPS 2022 - [c79]Konstantin Schürholt, Diyar Taskiran, Boris Knyazev, Xavier Giró-i-Nieto, Damian Borth:
Model Zoos: A Dataset of Diverse Populations of Neural Network Models. NeurIPS 2022 - [c78]Laia Tarrés, Gerard I. Gállego, Xavier Giró-i-Nieto, Jordi Torres:
Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22. WMT 2022: 994-1000 - [i65]Amanda Cardoso Duarte, Samuel Albanie, Xavier Giró-i-Nieto, Gül Varol:
Sign Language Video Retrieval with Free-Form Textual Queries. CoRR abs/2201.02495 (2022) - [i64]Konstantin Schürholt, Boris Knyazev, Xavier Giró-i-Nieto, Damian Borth:
Hyper-Representations for Pre-Training and Transfer Learning. CoRR abs/2207.10951 (2022) - [i63]Alvaro Budria, Laia Tarrés, Gerard I. Gállego, Francesc Moreno-Noguer, Jordi Torres, Xavier Giró-i-Nieto:
Topic Detection in Continuous Sign Language Videos. CoRR abs/2209.02402 (2022) - [i62]Pol Caselles, Eduard Ramon, Jaime García, Xavier Giró-i-Nieto, Francesc Moreno-Noguer, Gil Triginer:
SIRA: Relightable Avatars from a Single Image. CoRR abs/2209.03027 (2022) - [i61]Konstantin Schürholt, Boris Knyazev, Xavier Giró-i-Nieto, Damian Borth:
Hyper-Representations as Generative Models: Sampling Unseen Neural Network Weights. CoRR abs/2209.14733 (2022) - [i60]Konstantin Schürholt, Diyar Taskiran, Boris Knyazev, Xavier Giró-i-Nieto, Damian Borth:
Model Zoos: A Dataset of Diverse Populations of Neural Network Models. CoRR abs/2209.14764 (2022) - [i59]Laia Tarrés, Gerard I. Gállego, Xavier Giró-i-Nieto, Jordi Torres:
Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22. CoRR abs/2212.01140 (2022) - 2021
- [c77]Amanda Cardoso Duarte, Shruti Palaskar, Lucas Ventura, Deepti Ghadiyaram, Kenneth DeHaan, Florian Metze, Jordi Torres, Xavier Giró-i-Nieto:
How2Sign: A Large-Scale Multimodal Dataset for Continuous American Sign Language. CVPR 2021: 2735-2744 - [c76]Eduard Ramon, Gil Triginer, Janna Escur, Albert Pumarola, Jaime García, Xavier Giró-i-Nieto, Francesc Moreno-Noguer:
H3D-Net: Few-Shot High-Fidelity 3D Head Reconstruction. ICCV 2021: 5600-5609 - [c75]Oscar Mañas, Alexandre Lacoste, Xavier Giró-i-Nieto, David Vázquez, Pau Rodríguez:
Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data. ICCV 2021: 9394-9403 - [i58]Oscar Mañas, Alexandre Lacoste, Xavier Giró-i-Nieto, David Vázquez, Pau Rodríguez:
Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data. CoRR abs/2103.16607 (2021) - [i57]Ioannis Kazakos, Carles Ventura, Miriam Bellver, Carina Silberer, Xavier Giró-i-Nieto:
SynthRef: Generation of Synthetic Referring Expressions for Object Segmentation. CoRR abs/2106.04403 (2021) - [i56]Margarita Geleta, Cristina Punti, Kevin McGuinness, Jordi Pons, Cristian Canton, Xavier Giró-i-Nieto:
PixInWav: Residual Steganography for Hiding Pixels in Audio. CoRR abs/2106.09814 (2021) - [i55]Andreu Girbau, Xavier Giró-i-Nieto, Ignasi Rius, Ferran Marqués:
Multiple Object Tracking with Mixture Density Networks for Trajectory Estimation. CoRR abs/2106.10950 (2021) - [i54]Juan José Nieto, Roger Creus, Xavier Giró-i-Nieto:
Unsupervised Skill-Discovery and Skill-Learning in Minecraft. CoRR abs/2107.08398 (2021) - [i53]Eduard Ramon, Gil Triginer, Janna Escur, Albert Pumarola, Jaime García, Xavier Giró-i-Nieto, Francesc Moreno-Noguer:
H3D-Net: Few-Shot High-Fidelity 3D Head Reconstruction. CoRR abs/2107.12512 (2021) - 2020
- [j14]Miriam Bellver, Amaia Salvador, Jordi Torres, Xavier Giró-i-Nieto:
Mask-guided sample selection for semi-supervised instance segmentation. Multim. Tools Appl. 79(35-36): 25551-25569 (2020) - [c74]Victor Campos, Alexander Trott, Caiming Xiong, Richard Socher, Xavier Giró-i-Nieto, Jordi Torres:
Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills. ICML 2020: 1317-1327 - [c73]Xavier Giró-i-Nieto:
One Perceptron to Rule Them All: Language, Vision, Audio and Speech. ICMR 2020: 7-8 - [c72]Mariona Caros, Maite Garolera, Petia Radeva, Xavier Giró-i-Nieto:
Automatic Reminiscence Therapy for Dementia. ICMR 2020: 383-387 - [c71]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:
Enhancing Online Knowledge Graph Population with Semantic Knowledge. ISWC (1) 2020: 183-200 - [i52]Víctor Campos, Alexander Trott, Caiming Xiong, Richard Socher, Xavier Giró-i-Nieto, Jordi Torres:
Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills. CoRR abs/2002.03647 (2020) - [i51]Benet Oriol, Jordi Luque, Ferran Diego, Xavier Giró-i-Nieto:
Transcription-Enriched Joint Embeddings for Spoken Descriptions of Images and Videos. CoRR abs/2006.00785 (2020) - [i50]Maria Gonzalez-i-Calabuig, Carles Ventura, Xavier Giró-i-Nieto:
Curriculum Learning for Recurrent Video Object Segmentation. CoRR abs/2008.06698 (2020) - [i49]Amanda Cardoso Duarte, Shruti Palaskar, Deepti Ghadiyaram, Kenneth DeHaan, Florian Metze, Jordi Torres, Xavier Giró-i-Nieto:
How2Sign: A Large-scale Multimodal Dataset for Continuous American Sign Language. CoRR abs/2008.08143 (2020) - [i48]Miriam Bellver, Amaia Salvador, Jordi Torres, Xavier Giró-i-Nieto:
Mask-guided sample selection for Semi-Supervised Instance Segmentation. CoRR abs/2008.11073 (2020) - [i47]Miriam Bellver, Carles Ventura, Carina Silberer, Ioannis Kazakos, Jordi Torres, Xavier Giró-i-Nieto:
RefVOS: A Closer Look at Referring Expressions for Video Object Segmentation. CoRR abs/2010.00263 (2020) - [i46]Lucas Ventura, Amanda Cardoso Duarte, Xavier Giró-i-Nieto:
Can Everybody Sign Now? Exploring Sign Language Video Generation from 2D Poses. CoRR abs/2012.10941 (2020)
2010 – 2019
- 2019
- [j13]Carles Ventura, David Varas, Verónica Vilaplana, Xavier Giró-i-Nieto, Ferran Marqués:
Multiresolution co-clustering for uncalibrated multiview segmentation. Signal Process. Image Commun. 76: 151-166 (2019) - [c70]Panagiotis Linardos, Eva Mohedano, Juan José Nieto, Noel E. O'Connor, Xavier Giró-i-Nieto, Kevin McGuinness:
Simple vs complex temporal recurrences for video saliency prediction. BMVC 2019: 182 - [c69]Amanda Cardoso Duarte, Francisco Roldan, Miquel Tubau, Janna Escur, Santiago Pascual, Amaia Salvador, Eva Mohedano, Kevin McGuinness, Jordi Torres, Xavier Giró-i-Nieto:
WAV2PIX: Speech-conditioned Face Generation using Generative Adversarial Networks. CVPR Workshops 2019: 21-24 - [c68]Miriam Bellver, Amaia Salvador, Jordi Torres, Xavier Giró-i-Nieto:
Budget-aware Semi-Supervised Semantic and Instance Segmentation. CVPR Workshops 2019: 93-102 - [c67]Carles Ventura, Miriam Bellver, Andreu Girbau, Amaia Salvador, Ferran Marqués, Xavier Giró-i-Nieto:
RVOS: End-To-End Recurrent Network for Video Object Segmentation. CVPR 2019: 5277-5286 - [c66]Amaia Salvador, Michal Drozdzal, Xavier Giró-i-Nieto, Adriana Romero:
Inverse Cooking: Recipe Generation From Food Images. CVPR 2019: 10453-10462 - [c65]Amanda Cardoso Duarte, Francisco Roldan, Miquel Tubau, Janna Escur, Santiago Pascual, Amaia Salvador, Eva Mohedano, Kevin McGuinness, Jordi Torres, Xavier Giró-i-Nieto:
Wav2Pix: Speech-conditioned Face Generation Using Generative Adversarial Networks. ICASSP 2019: 8633-8637 - [c64]Eduard Ramon, Janna Escur, Xavier Giró-i-Nieto:
Multi-View 3D Face Reconstruction in the Wild Using Siamese Networks. ICCV Workshops 2019: 3096-3100 - [c63]Eduard Ramon, Guillermo Ruiz, Thomas Batard, Xavier Giró-i-Nieto:
Hyperparameter-Free Losses for Model-Based Monocular Reconstruction. ICCV Workshops 2019: 4075-4084 - [c62]Marc Górriz, Joseph Antony, Kevin McGuinness, Xavier Giró-i-Nieto, Noel E. O'Connor:
Assessing Knee OA Severity with CNN attention-based end-to-end architectures. MIDL 2019: 197-214 - [c61]Delia Fernandez-Canellas, Blai Garolera, Elisenda Bou, Xavier Giró-i-Nieto:
VLX-Stories: A Semantically Linked Event Platform for Media Publishers. ISWC (Satellites) 2019: 233-236 - [c60]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:
VLX-Stories: Building an Online Event Knowledge Base with Emerging Entity Detection. ISWC (2) 2019: 382-399 - [i45]Alba Maria Hererra-Palacio, Carles Ventura, Carina Silberer, Ionut-Teodor Sorodoc, Gemma Boleda, Xavier Giró-i-Nieto:
Recurrent Instance Segmentation using Sequences of Referring Expressions. ViGIL@NeurIPS 2019 - [i44]Carles Ventura, Miriam Bellver, Andreu Girbau, Amaia Salvador, Ferran Marqués, Xavier Giró-i-Nieto:
RVOS: End-to-End Recurrent Network for Video Object Segmentation. CoRR abs/1903.05612 (2019) - [i43]Amanda Cardoso Duarte, Francisco Roldan, Miquel Tubau, Janna Escur, Santiago Pascual, Amaia Salvador, Eva Mohedano, Kevin McGuinness, Jordi Torres, Xavier Giró-i-Nieto:
Wav2Pix: Speech-conditioned Face Generation using Generative Adversarial Networks. CoRR abs/1903.10195 (2019) - [i42]Miriam Bellver, Amaia Salvador, Jordi Torres, Xavier Giró-i-Nieto:
Budget-aware Semi-Supervised Semantic and Instance Segmentation. CoRR abs/1905.05880 (2019) - [i41]Panagiotis Linardos, Eva Mohedano, Juan José Nieto, Noel E. O'Connor, Xavier Giró-i-Nieto, Kevin McGuinness:
Simple vs complex temporal recurrences for video saliency prediction.. CoRR abs/1907.01869 (2019) - [i40]Marc Górriz, Joseph Antony, Kevin McGuinness, Xavier Giró-i-Nieto, Noel E. O'Connor:
Assessing Knee OA Severity with CNN attention-based end-to-end architectures. CoRR abs/1908.08856 (2019) - [i39]Eduard Ramon, Guillermo Ruiz, Thomas Batard, Xavier Giró-i-Nieto:
Hyperparameter-Free Losses for Model-Based Monocular Reconstruction. CoRR abs/1908.09001 (2019) - [i38]Benet Oriol Sabat, Cristian Canton-Ferrer, Xavier Giró-i-Nieto:
Hate Speech in Pixels: Detection of Offensive Memes towards Automatic Moderation. CoRR abs/1910.02334 (2019) - [i37]Mariona Caros, Maite Garolera, Petia Radeva, Xavier Giró-i-Nieto:
Automatic Reminiscence Therapy for Dementia. CoRR abs/1910.11949 (2019) - [i36]Alba Herrera-Palacio, Carles Ventura, Carina Silberer, Ionut-Teodor Sorodoc, Gemma Boleda, Xavier Giró-i-Nieto:
Recurrent Instance Segmentation using Sequences of Referring Expressions. CoRR abs/1911.02103 (2019) - 2018
- [j12]Mariella Dimiccoli, Cathal Gurrin, David J. Crandall, Xavier Giró-i-Nieto, Petia Radeva:
Introduction to the special issue: Egocentric Vision and Lifelogging. J. Vis. Commun. Image Represent. 55: 352-353 (2018) - [j11]Marc Assens, Xavier Giró-i-Nieto, Kevin McGuinness, Noel E. O'Connor:
Scanpath and saliency prediction on 360 degree images. Signal Process. Image Commun. 69: 8-14 (2018) - [c59]Eva Mohedano, Kevin McGuinness, Xavier Giró-i-Nieto, Noel E. O'Connor:
Saliency Weighted Convolutional Features for Instance Search. CBMI 2018: 1-6 - [c58]Marc Assens, Xavier Giró-i-Nieto, Kevin McGuinness, Noel E. O'Connor:
PathGAN: Visual Scanpath Prediction with Generative Adversarial Networks. ECCV Workshops (5) 2018: 406-422 - [c57]Zheng Shou, Junting Pan, Jonathan Chan, Kazuyuki Miyazawa, Hassan Mansour, Anthony Vetro, Xavier Giró-i-Nieto, Shih-Fu Chang:
Online Detection of Action Start in Untrimmed, Streaming Videos. ECCV (3) 2018: 551-568 - [c56]Dídac Surís, Amanda Cardoso Duarte, Amaia Salvador, Jordi Torres, Xavier Giró-i-Nieto:
Cross-modal Embeddings for Video and Audio Retrieval. ECCV Workshops (4) 2018: 711-716 - [c55]Víctor Campos, Brendan Jou, Xavier Giró-i-Nieto, Jordi Torres, Shih-Fu Chang:
Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks. ICLR (Poster) 2018 - [c54]Daniel Fojo, Víctor Campos, Xavier Giró-i-Nieto:
Comparing Fixed and Adaptive Computation Time for Recurrent Neural Networks. ICLR (Workshop) 2018 - [c53]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:
What Is Going on in the World? A Display Platform for Media Understanding. MIPR 2018: 204-205 - [c52]Adrià Alsina Torra, Xavier Giró, Cathal Gurrin:
An Interactive Lifelog Search Engine for LSC2018. LSC@ICMR 2018: 30-32 - [c51]Paula Gómez Duran, Eva Mohedano, Kevin McGuinness, Xavier Giró-i-Nieto, Noel E. O'Connor:
Demonstration of an Open Source Framework for Qualitative Evaluation of CBIR Systems. ACM Multimedia 2018: 1256-1257 - [c50]Delia Fernandez-Canellas, Elisenda Bou-Balust, Xavier Giró-i-Nieto:
Linking Media: adopting Semantic Technologies for Multimodal Media Connection. ISWC (P&D/Industry/BlueSky) 2018 - [i35]Dídac Surís, Amanda Cardoso Duarte, Amaia Salvador, Jordi Torres, Xavier Giró-i-Nieto:
Cross-modal Embeddings for Video and Audio Retrieval. CoRR abs/1801.02200 (2018) - [i34]Zheng Shou, Junting Pan, Jonathan Chan, Kazuyuki Miyazawa, Hassan Mansour, Anthony Vetro, Xavier Giró-i-Nieto, Shih-Fu Chang:
Online Action Detection in Untrimmed, Streaming Videos - Modeling and Evaluation. CoRR abs/1802.06822 (2018) - [i33]Daniel Fojo, Víctor Campos, Xavier Giró-i-Nieto:
Comparing Fixed and Adaptive Computation Time for Recurrent Neural Networks. CoRR abs/1803.08165 (2018) - [i32]Panagiotis Linardos, Eva Mohedano, Monica Cherto, Cathal Gurrin, Xavier Giró-i-Nieto:
Temporal Saliency Adaptation in Egocentric Videos. CoRR abs/1808.09559 (2018) - [i31]Marc Assens, Xavier Giró-i-Nieto, Kevin McGuinness, Noel E. O'Connor:
PathGAN: Visual Scanpath Prediction with Generative Adversarial Networks. CoRR abs/1809.00567 (2018) - [i30]Víctor Campos, Xavier Giró-i-Nieto, Jordi Torres:
Importance Weighted Evolution Strategies. CoRR abs/1811.04624 (2018) - [i29]Amaia Salvador, Michal Drozdzal, Xavier Giró-i-Nieto, Adriana Romero:
Inverse Cooking: Recipe Generation from Food Images. CoRR abs/1812.06164 (2018) - 2017
- [j10]Victor Campos, Brendan Jou, Xavier Giró-i-Nieto:
From pixels to sentiment: Fine-tuning CNNs for visual sentiment prediction. Image Vis. Comput. 65: 15-22 (2017) - [c49]Albert Jimenez, Jose M. Alvarez, Xavier Giró-i-Nieto:
Class Weighted Convolutional Features for Visual Instance Search. BMVC 2017 - [c48]Victor Campos, Francesc Sastre, Maurici Yagües, Jordi Torres, Xavier Giró-i-Nieto:
Scaling a Convolutional Neural Network for classification of Adjective Noun Pairs with TensorFlow on GPU Clusters. CCGrid 2017: 677-682 - [c47]Victor Campos, Francesc Sastre, Maurici Yagües, Miriam Bellver, Xavier Giró-i-Nieto, Jordi Torres:
Distributed training strategies for a computer vision deep learning algorithm on a distributed GPU cluster. ICCS 2017: 315-324 - [c46]Delia Fernandez, David Varas, Joan Espadaler, Issey Masuda, Jordi Ferreira, Alejandro Woodward, David Rodriguez, Xavier Giró-i-Nieto, Juan Carlos Riveiro, Elisenda Bou:
ViTS: Video Tagging System from Massive Web Multimedia Collections. ICCV Workshops 2017: 337-346 - [c45]Marc Assens, Xavier Giró-i-Nieto, Kevin McGuinness, Noel E. O'Connor:
SaltiNet: Scan-Path Prediction on 360 Degree Images Using Saliency Volumes. ICCV Workshops 2017: 2331-2338 - [c44]Aniol Lidon, Marc Bolaños, Mariella Dimiccoli, Petia Radeva, Maite Garolera, Xavier Giró-i-Nieto:
Semantic Summarization of Egocentric Photo Stream Events. LTA@MM 2017: 3-11 - [c43]Delia Fernandez, Alejandro Woodward, Victor Campos, Xavier Giró-i-Nieto, Brendan Jou, Shih-Fu Chang:
More Cat than Cute?: Interpretable Prediction of Adjective-Noun Pairs. MUSA2@MM 2017: 61-69 - [c42]Cathal Gurrin, Xavier Giró-i-Nieto, Petia Radeva, Mariella Dimiccoli, Duc-Tien Dang-Nguyen, Hideo Joho:
LTA 2017: The Second Workshop on Lifelogging Tools and Applications. ACM Multimedia 2017: 1967-1968 - [e2]Cathal Gurrin, Xavier Giró-i-Nieto, Petia Radeva, Duc-Tien Dang-Nguyen, Mariella Dimiccoli, Hideo Joho:
Proceedings of the 2nd Workshop on Lifelogging Tools and Applications, LTA@MM 2017, Mountain View, CA, USA, October 23, 2017. ACM 2017, ISBN 978-1-4503-5503-2 [contents] - [i28]Junting Pan, Cristian Canton-Ferrer, Kevin McGuinness, Noel E. O'Connor, Jordi Torres, Elisa Sayrol, Xavier Giró-i-Nieto:
SalGAN: Visual Saliency Prediction with Generative Adversarial Networks. CoRR abs/1701.01081 (2017) - [i27]Albert Jimenez, Jose M. Alvarez, Xavier Giró-i-Nieto:
Class-Weighted Convolutional Features for Visual Instance Search. CoRR abs/1707.02581 (2017) - [i26]Marc Assens, Kevin McGuinness, Xavier Giró-i-Nieto, Noel E. O'Connor:
SaltiNet: Scan-path Prediction on 360 Degree Images using Saliency Volumes. CoRR abs/1707.03123 (2017) - [i25]Xunyu Lin, Victor Campos, Xavier Giró-i-Nieto, Jordi Torres, Cristian Canton-Ferrer:
Disentangling Motion, Foreground and Background Features in Videos. CoRR abs/1707.04092 (2017) - [i24]Delia Fernandez, Alejandro Woodward, Victor Campos, Xavier Giró-i-Nieto, Brendan Jou, Shih-Fu Chang:
More cat than cute? Interpretable Prediction of Adjective-Noun Pairs. CoRR abs/1708.06039 (2017) - [i23]Victor Campos, Brendan Jou, Xavier Giró-i-Nieto, Jordi Torres, Shih-Fu Chang:
Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks. CoRR abs/1708.06834 (2017) - [i22]Marc Gorriz, Axel Carlier, Emmanuel Faure, Xavier Giró-i-Nieto:
Cost-Effective Active Learning for Melanoma Segmentation. CoRR abs/1711.09168 (2017) - [i21]Eva Mohedano, Kevin McGuinness, Xavier Giró-i-Nieto, Noel E. O'Connor:
Saliency Weighted Convolutional Features for Instance Search. CoRR abs/1711.10795 (2017) - [i20]Miriam Bellver, Kevis-Kokitsi Maninis, Jordi Pont-Tuset, Xavier Giró-i-Nieto, Jordi Torres, Luc Van Gool:
Detection-aided liver lesion segmentation using deep learning. CoRR abs/1711.11069 (2017) - [i19]Amaia Salvador, Miriam Bellver, Manel Baradad, Ferran Marqués, Jordi Torres, Xavier Giró-i-Nieto:
Recurrent Neural Networks for Semantic Instance Segmentation. CoRR abs/1712.00617 (2017) - 2016
- [j9]Axel Carlier, Amaia Salvador, Ferran Cabezas, Xavier Giró-i-Nieto, Vincent Charvillat, Oge Marques:
Assessment of crowdsourcing and gamification loss in user-assisted object segmentation. Multim. Tools Appl. 75(23): 15901-15928 (2016) - [c41]Gabriel de Oliveira Barra, Mathias Lux, Xavier Giró-i-Nieto:
Large scale content-based video retrieval with LIvRE. CBMI 2016: 1-4 - [c40]Amaia Salvador, Xavier Giró-i-Nieto, Ferran Marqués, Shin'ichi Satoh:
Faster R-CNN Features for Instance Search. CVPR Workshops 2016: 394-401 - [c39]Junting Pan, Elisa Sayrol, Xavier Giró-i-Nieto, Kevin McGuinness, Noel E. O'Connor:
Shallow and Deep Convolutional Networks for Saliency Prediction. CVPR 2016: 598-606 - [c38]Eva Mohedano, Kevin McGuinness, Noel E. O'Connor, Amaia Salvador, Ferran Marqués, Xavier Giró-i-Nieto:
Bags of Local Convolutional Features for Scalable Instance Search. ICMR 2016: 327-331 - [c37]Cristian Reyes, Eva Mohedano, Kevin McGuinness, Noel E. O'Connor, Xavier Giró-i-Nieto:
Where is my Phone?: Personal Object Retrieval from Egocentric Images. LTA@MM 2016: 55-62 - [c36]Cathal Gurrin, Xavier Giró-i-Nieto, Petia Radeva, Mariella Dimiccoli, Håvard D. Johansen, Hideo Joho, Vivek K. Singh:
LTA 2016: The First Workshop on Lifelogging Tools and Applications. ACM Multimedia 2016: 1487-1488 - [c35]Gabriel de Oliveira Barra, Alejandro Cartas Ayala, Marc Bolaños, Mariella Dimiccoli, Xavier Giró-i-Nieto, Petia Radeva:
LEMoRe: A Lifelog Engine for Moments Retrieval at the NTCIR-Lifelog LSAT Task. NTCIR 2016 - [c34]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:
Dublin City University and Partners' Participation in the INS and VTT Tracks at TRECVid 2016. TRECVID 2016 - [e1]Cathal Gurrin, Xavier Giró-i-Nieto, Petia Radeva, Hideo Joho, Håvard D. Johansen, Vivek K. Singh, Mariella Dimiccoli:
Proceedings of the first Workshop on Lifelogging Tools and Applications, LTA@MM 2016, Amsterdam, Netherlands, October 15 - 19, 2016. ACM 2016, ISBN 978-1-4503-4517-0 [contents] - [i18]Junting Pan, Kevin McGuinness, Elisa Sayrol, Noel E. O'Connor, Xavier Giró-i-Nieto:
Shallow and Deep Convolutional Networks for Saliency Prediction. CoRR abs/1603.00845 (2016) - [i17]Victor Campos, Brendan Jou, Xavier Giró-i-Nieto:
From Pixels to Sentiment: Fine-tuning CNNs for Visual Sentiment Prediction. CoRR abs/1604.03489 (2016) - [i16]Eva Mohedano, Amaia Salvador, Kevin McGuinness, Ferran Marqués, Noel E. O'Connor, Xavier Giró-i-Nieto:
Bags of Local Convolutional Features for Scalable Instance Search. CoRR abs/1604.04653 (2016) - [i15]Amaia Salvador, Xavier Giró-i-Nieto, Ferran Marqués, Shin'ichi Satoh:
Faster R-CNN Features for Instance Search. CoRR abs/1604.08893 (2016) - [i14]Alberto Montes, Amaia Salvador, Xavier Giró-i-Nieto:
Temporal Activity Detection in Untrimmed Videos with Recurrent Neural Networks. CoRR abs/1608.08128 (2016) - [i13]Cristian Reyes, Eva Mohedano, Kevin McGuinness, Noel E. O'Connor, Xavier Giró-i-Nieto:
Where is my Phone ? Personal Object Retrieval from Egocentric Images. CoRR abs/1608.08139 (2016) - [i12]Issey Masuda, Santiago Pascual de la Puente, Xavier Giró-i-Nieto:
Open-Ended Visual Question-Answering. CoRR abs/1610.02692 (2016) - [i11]Miriam Bellver, Xavier Giró-i-Nieto, Ferran Marqués, Jordi Torres:
Hierarchical Object Detection with Deep Reinforcement Learning. CoRR abs/1611.03718 (2016) - 2015
- [j8]Eva Mohedano, Graham Healy, Kevin McGuinness, Xavier Giró-i-Nieto, Noel E. O'Connor, Alan F. Smeaton:
Improving object segmentation by using EEG signals and rapid serial visual presentation. Multim. Tools Appl. 74(22): 10137-10159 (2015) - [c33]Jennifer Roldan-Carlos, Mathias Lux, Xavier Giró-i-Nieto, Pia Muñoz, Nektarios Anagnostopoulos:
Visual information retrieval in endoscopic video archives. CBMI 2015: 1-6 - [c32]Jennifer Roldan-Carlos, Mathias Lux, Xavier Giró-i-Nieto, Pia Muñoz, Nektarios Anagnostopoulos:
Event video retrieval using global and local descriptors in visual domain. CBMI 2015: 1-4 - [c31]Amaia Salvador, Daniel Manchon-Vizuete, Andrea Calafell, Xavier Giró-i-Nieto, Matthias Zeppelzauer:
Cultural Event recognition with visual ConvNets and temporal models. CVPR Workshops 2015: 36-44 - [c30]Carles Ventura, Xavier Giró-i-Nieto, Verónica Vilaplana, Kevin McGuinness, Ferran Marqués, Noel E. O'Connor:
Improving spatial codification in semantic segmentation. ICIP 2015: 3605-3609 - [c29]Ferran Cabezas, Axel Carlier, Vincent Charvillat, Amaia Salvador, Xavier Giró-i-Nieto:
Quality control in crowdsourced object segmentation. ICIP 2015: 4243-4247 - [c28]Marc Bolaños, Ricard Mestre, Estefanía Talavera, Xavier Giró-i-Nieto, Petia Radeva:
Visual summary of egocentric photostreams by representative keyframes. ICME Workshops 2015: 1-6 - [c27]Aniol Lidon, Marc Bolaños, Markus Seidl, Xavier Giró-i-Nieto, Petia Radeva, Matthias Zeppelzauer:
UPC-UB-STP @ MediaEval 2015 Diversity Task: Iterative Reranking of Relevant Images. MediaEval 2015 - [c26]Eva Mohedano, Kevin McGuinness, Graham Healy, Noel E. O'Connor, Alan F. Smeaton, Amaia Salvador, Sergi Porta, Xavier Giró-i-Nieto:
Exploring EEG for Object Detection and Retrieval. ICMR 2015: 591-594 - [c25]Victor Campos, Amaia Salvador, Xavier Giró-i-Nieto, Brendan Jou:
Diving Deep into Sentiment: Understanding Fine-tuned CNNs for Visual Sentiment Prediction. ASM@ACM Multimedia 2015: 57-62 - [c24]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:
Insight DCU at TRECVid 2015. TRECVID 2015 - [i10]Eva Mohedano, Amaia Salvador, Sergi Porta, Xavier Giró-i-Nieto, Graham Healy, Kevin McGuinness, Noel E. O'Connor, Alan F. Smeaton:
Exploring EEG for Object Detection and Retrieval. CoRR abs/1504.02356 (2015) - [i9]Amaia Salvador, Matthias Zeppelzauer, Daniel Manchon-Vizuete, Andrea Calafell, Xavier Giró-i-Nieto:
Cultural Event Recognition with Visual ConvNets and Temporal Models. CoRR abs/1504.06567 (2015) - [i8]Jennifer Roldan-Carlos, Mathias Lux, Xavier Giró-i-Nieto, Pia Muñoz, Nektarios Anagnostopoulos:
Visual Information Retrieval in Endoscopic Video Archives. CoRR abs/1504.07874 (2015) - [i7]Ferran Cabezas, Axel Carlier, Amaia Salvador, Xavier Giró-i-Nieto, Vincent Charvillat:
Quality Control in Crowdsourced Object Segmentation. CoRR abs/1505.00145 (2015) - [i6]Marc Bolaños, Ricard Mestre, Estefanía Talavera, Xavier Giró-i-Nieto, Petia Radeva:
Visual Summary of Egocentric Photostreams by Representative Keyframes. CoRR abs/1505.01130 (2015) - [i5]Carles Ventura, Xavier Giró-i-Nieto, Verónica Vilaplana, Kevin McGuinness, Ferran Marqués, Noel E. O'Connor:
Improving Spatial Codification in Semantic Segmentation. CoRR abs/1505.07409 (2015) - [i4]Junting Pan, Xavier Giró-i-Nieto:
End-to-end Convolutional Network for Saliency Prediction. CoRR abs/1507.01422 (2015) - [i3]Victor Campos, Amaia Salvador, Brendan Jou, Xavier Giró-i-Nieto:
Diving Deep into Sentiment: Understanding Fine-tuned CNNs for Visual Sentiment Prediction. CoRR abs/1508.05056 (2015) - [i2]Aniol Lidon, Marc Bolaños, Mariella Dimiccoli, Petia Radeva, Maite Garolera, Xavier Giró-i-Nieto:
Semantic Summarization of Egocentric Photo Stream Events. CoRR abs/1511.00438 (2015) - 2014
- [j7]Xavier Giró-i-Nieto, Manuel Martos, Eva Mohedano, Jordi Pont-Tuset:
From global image annotation to interactive object segmentation. Multim. Tools Appl. 70(1): 475-493 (2014) - [j6]Carles Ventura, Verónica Vilaplana, Xavier Giró-i-Nieto, Ferran Marqués:
Improving retrieval accuracy of Hierarchical Cellular Trees for generic metric spaces. Multim. Tools Appl. 73(3): 1983-2008 (2014) - [c23]Daniel Manchon-Vizuete, Irene Gris-Sarabia, Xavier Giró-i-Nieto:
UPC at MediaEval 2014 Social Event Detection Task. MediaEval 2014 - [c22]Axel Carlier, Vincent Charvillat, Amaia Salvador, Xavier Giró-i-Nieto, Oge Marques:
Click'n'Cut: Crowdsourced Interactive Segmentation with Object Candidates. CrowdMM 2014: 53-56 - [c21]Eva Mohedano, Graham Healy, Kevin McGuinness, Xavier Giró-i-Nieto, Noel E. O'Connor, Alan F. Smeaton:
Object Segmentation in Images using EEG Signals. ACM Multimedia 2014: 417-426 - [c20]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:
Insight Centre for Data Analytics (DCU) at TRECVid 2014: Instance Search and Semantic Indexing Tasks. TRECVID 2014 - [i1]Eva Mohedano, Graham Healy, Kevin McGuinness, Xavier Giró-i-Nieto, Noel E. O'Connor, Alan F. Smeaton:
Object Segmentation in Images using EEG Signals. CoRR abs/1408.4363 (2014) - 2013
- [c19]Carles Ventura, Xavier Giró-i-Nieto, Verónica Vilaplana, Daniel Farré Giribet, Eusebio Carasusán:
Automatic keyframe selection based on mutual reinforcement algorithm. CBMI 2013: 29-34 - [c18]Daniel Manchon-Vizuete, Xavier Giró-i-Nieto:
UPC at MediaEval 2013 Social Event Detection Task. MediaEval 2013 - [c17]Carles Ventura, Marcel Tella-Amo, Xavier Giró-i-Nieto:
UPC at MediaEval 2013 Hyperlinking Task. MediaEval 2013 - [c16]Amaia Salvador, Axel Carlier, Xavier Giró-i-Nieto, Oge Marques, Vincent Charvillat:
Crowdsourced object segmentation with a game. CrowdMM@ACM Multimedia 2013: 15-20 - 2012
- [b1]Xavier Giró-i-Nieto:
Part-based object retrieval with binary partition trees. Polytechnic University of Catalonia, Spain, 2012 - [c15]Carles Ventura, Manel Martos, Xavier Giró-i-Nieto, Verónica Vilaplana, Ferran Marqués:
Hierarchical Navigation and Visual Search for Video Keyframe Retrieval. MMM 2012: 652-654 - [c14]Xavier Giró-i-Nieto, Manuel Martos:
Multiscale annotation of still images with GAT. VIGTA@AVI 2012: 1 - [c13]Xavier Giró-i-Nieto, Manuel Martos:
Interactive segmentation and tracking of video objects. WIAMIS 2012: 1-4 - 2011
- [j5]Taras Butko, Cristian Canton-Ferrer, Carlos Segura, Xavier Giró, Climent Nadeu, Javier Hernando, Josep R. Casas:
Acoustic Event Detection Based on Feature-Level Fusion of Audio and Video Modalities. EURASIP J. Adv. Signal Process. 2011 (2011) - [c12]Xavier Giró-i-Nieto, Monica Alfaro, Ferran Marqués:
Diversity ranking for video retrieval from a broadcaster archive. ICMR 2011: 56 - [c11]Elisabet Carcel, Manuel Martos, Xavier Giró-i-Nieto, Ferran Marqués:
Rich Internet Application for Semi-automatic Annotation of Semantic Shots on Keyframes. MUSCLE 2011: 172-182 - 2010
- [j4]Xavier Giró-i-Nieto, Neus Camps, Ferran Marqués:
GAT: a Graphical Annotation Tool for semantic regions. Multim. Tools Appl. 46(2-3): 155-174 (2010) - [c10]Xavier Giró-i-Nieto, Carles Ventura, Jordi Pont-Tuset, Silvia Cortes, Ferran Marqués:
System architecture of a web service for Content-Based Image Retrieval. CIVR 2010: 358-365 - [c9]Xavier Giró-i-Nieto, Ramon Salla, Xavier Vives:
Digimatge, a rich internet application for video retrieval from a multimedia asset management system. Multimedia Information Retrieval 2010: 425-428 - [c8]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:
TRECVID 2010 Experiments at Dublin City University. TRECVID 2010
2000 – 2009
- 2009
- [c7]Cristian Canton-Ferrer, Taras Butko, Carlos Segura, Xavier Giró, Climent Nadeu, Javier Hernando, Josep R. Casas:
Audiovisual event detection towards scene understanding. CVPR Workshops 2009: 81-88 - [c6]Taras Butko, Cristian Canton-Ferrer, Carlos Segura, Xavier Giró, Climent Nadeu, Javier Hernando, Josep R. Casas:
Improving detection of acoustic events using audiovisual data and feature level fusion. INTERSPEECH 2009: 1147-1150 - 2007
- [j3]Jörg Müller, Juana M. Sancho Gil, Fernando Hernández, Xavier Giró, Alejandra Bosco:
The socio-economic dimensions of ICT-driven educational change. Comput. Educ. 49(4): 1175-1188 (2007) - [c5]Xavier Giró, Neus Camps, Ferran Marqués:
Region-based Annotation Tool using Partition Trees. SAMT (Posters and Demos) 2007 - [c4]Xavier Giró, Ferran Marqués:
Composite Object Detection in Video Sequences: Application to Controlled Environments. WIAMIS 2007: 1 - 2006
- [c3]Xavier Giró, Ferran Marqués:
From Partition Trees to Semantic Trees. MRCS 2006: 306-313 - [c2]Christian Ferran Bennström, Xavier Giró, Ferran Marqués, Josep R. Casas:
BPT Enhancement Based on Syntactic and Semantic Criteria. SAMT 2006: 184-198 - 2005
- [c1]Xavier Giró, Ferran Marqués:
Detection of semantic objects using description graphs. ICIP (1) 2005: 1201-1204 - [p1]Xavier Giró, Verónica Vilaplana, Ferran Marqués, Philippe Salembier:
Automatic Extraction and Analysis of Visual Objects Information. Multimedia Content and the Semantic Web 2005: 203-221 - 2003
- [j2]Yannis Avrithis, Giorgos B. Stamou, Manolis Wallace, Ferran Marqués, Philippe Salembier, Xavier Giró, Werner Haas, Heribert Vallant, Michael Zufferey:
Unified Access to Heterogeneous Audiovisual Archives. J. Univers. Comput. Sci. 9(6): 510-519 (2003) - [j1]Peter Schelkens, Adrian Munteanu, Joeri Barbarien, Mihnea Galca, Xavier Giró-i-Nieto, Jan Cornelis:
Wavelet Coding of Volumetric Medical Datasets. IEEE Trans. Medical Imaging 22(3): 441-458 (2003)
Coauthor Index
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