Conference Papers by Xavier Giróback

2024
D. Bonet, Mas-Montserrat, D., Giró-i-Nieto, X., and Ioannidis, A. G., “HyperFast: Instant Classification for Tabular Data”, in 38th Annual AAAI Conference on Artificial Intelligence (AAAI), 2024. (3.15 MB)
2023
M. Barrabés, Mas-Montserrat, D., Geleta, M., Giró-i-Nieto, X., and Ioannidis, A. G., “Adversarial Learning for Feature Shift Detection and Correction”, in Neural Information Processing Systems (NeurIPS), New Orleans, USA, 2023.
P. Caselles, Ramon, E., Garcia, J., Giró-i-Nieto, X., Moreno, F., and Triginer, G., “SIRA: Relightable Avatars from a Single Image”, in Winter Conference on Applications of Computer Vision (WACV), 2023.
L. Tarrés, Gállego, G. I., Duarte, A., Torres, J., and Giró-i-Nieto, X., “Sign Language Translation from Instructional Videos”, in CVPR 2023 Women in Computer Vision Workshop, Vancouver, Canada, 2023. (4.64 MB)
2022
A. Duarte, Albanie, S., Giró-i-Nieto, X., and Varol, G., “Sign Language Video Retrieval with Free-Form Textual Queries”, in CVPR 2022 - CVF/IEEE Conference on Computer Vision and Pattern Recognition, 2022. (3.22 MB)
D. Mas-Montserrat, Perera, M., Barrabés, M., Geleta, M., Giró-i-Nieto, X., and Ioannidis, A. G., “Generative Moment Matching Networks for Genotype Simulation”, in 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'22), 2022. (2.95 MB)
E. Bartusiak, Barrabés, M., Rymbe, A., Gimbernat, J., López, C., Barberis, L., Mas-Montserrat, D., Giró-i-Nieto, X., and Ioannidis, A. G., “Predicting Dog Phenotypes from Genotypes”, in 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'22), 2022. (1.17 MB)
Á. Budria, Tarrés, L., Gállego, G. I., Moreno, F., Torres, J., and Giró-i-Nieto, X., “Topic Detection in Continuous Sign Language Videos”, in Accessibility, Vision, and Autonomy Meet (AVA) CVPR Workshop, 2022. (1.82 MB)
M. Geleta, Puntí, C., McGuinness, K., Pons, J., Canton-Ferrer, C., and Giró-i-Nieto, X., “PixInWav: Residual Steganography for Hiding Pixels in Audio”, in ICASSP, 2022. (5.77 MB)
K. Schürholt, Knyazev, B., Giró-i-Nieto, X., and Borth, D., “Hyper-Representations as Generative Models: Sampling Unseen Neural Network Weights”, in NeurIPS 2022 - Neural Information Processing Systems, 2022. (4.6 MB)
K. Schürholt, Taskiran, D., Knyazev, B., Giró-i-Nieto, X., and Borth, D., “Model Zoos: A Dataset of Diverse Populations of Neural Network Models”, in NeurIPS, 2022. (937.59 KB)
K. Schürholt, Taskiran, D., Knyazev, B., Giró-i-Nieto, X., and Borth, D., “Model Zoos: A Dataset of Diverse Populations of Neural Network Models”, in NeurIPS 2022 Track Datasets and Benchmarks, New Orleans, Louisiana, USA., 2022. (937.59 KB)
L. Tarrés, Gállego, G. I., Giró-i-Nieto, X., and Torres, J., “Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22”, in EMNLP 2022 Seventh Conference on Machine Translation (WMT22), 2022. (295.68 KB)
2021
O. Mañas, Lacoste, A., Giró-i-Nieto, X., Vazquez, D., and Rodríguez, P., “Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data”, in International Conference in Computer Vision (ICCV), Virtual, 2021. (1.79 MB)
I. Kazakos, Bellver-Bueno, M., Ventura, C., Silberer, C., and Giró-i-Nieto, X., “SynthRef: Generation of Synthetic Referring Expressions for Object Segmentation”, in NAACL Visually Grounded Interaction and Language (ViGIL) Workshop, Virtual, 2021. (794.97 KB)
R. Creus, Nieto, J. José, and Giró-i-Nieto, X., “PixelEDL: Unsupervised Skill Discovery and Learning from Pixels”, in CVPR 2021 Embodied AI Workshop, 2021. (1.55 MB)
J. José Nieto, Creus, R., and Giró-i-Nieto, X., “PiCoEDL: Discovery and Learning of Minecraft Navigation Goals from Pixels and Coordinates”, in CVPR 2021 Embodied AI Workshop, 2021. (847.54 KB)
L. Tarrés, Górriz, M., Giró-i-Nieto, X., and Mrak, M., “GAN-based Image Colourisation with Feature Reconstruction Loss”, in CVPR 2021 Women in Computer Vision Workshop, Virtual, 2021. (4.2 MB)
A. Girbau, Giró-i-Nieto, X., Rius, I., and Marqués, F., “Multiple Object Tracking with Mixture Density Networks for Trajectory Estimation”, in CVPR 2021 Robust Video Scene Understanding: Tracking and Video Segmentation (RVSU) Workshop, 2021.
A. Dominguez, Mas-Montserrat, D., Bustamante, C., Giró-i-Nieto, X., and Ioannidis, A. G., “Neural ADMIXTURE: rapid population clustering with autoencoders”, in 2021 Society for Molecular Biology & Evolution meeting (SMBEv2021), Virtual, 2021. (1.76 MB)
J. José Nieto, Creus, R., and Giró-i-Nieto, X., “Unsupervised Skill-Discovery and Skill-Learning in Minecraft”, in ICML 2021 Workshop on Unsupervised Reinforcement Learning (URL), 2021. (5.67 MB)
A. Duarte, Palaskar, S., Ventura, L., Ghadiyaram, D., DeHaan, K., Metze, F., Torres, J., and Giró-i-Nieto, X., “How2Sign: A Large-scale Multimodal Dataset for Continuous American Sign Language”, in CVPR 2021, 2021. (5.94 MB)
E. Ramon, Triginer, G., Escur, J., Pumarola, A., Garcia, J., Giró-i-Nieto, X., and Moreno, F., “H3D-Net: Few-Shot High-Fidelity 3D Head Reconstruction”, in International Conference on Computer Vision (ICCV), Virtual, 2021. (6.08 MB)
M. Geleta, Mas-Montserrat, D., Bustamante, C., Giró-i-Nieto, X., and Ioannidis, A. G., “Deep variational autoencoders for population genetics: applications in classification, imputation, dimensionality reduction, and novel lossless data compression”, in American Society of Human Genetics (ASHG), Virtual, 2021.
2020
M. Caros, Garolera, M., Radeva, P., and Giró-i-Nieto, X., “Automatic Reminiscence Therapy for Dementia”, in ACM International Conference on Multimedia Retrieval (ICMR), Dublin, Ireland, 2020. (4.37 MB)
V. Campos, Trott, A., Xiong, C., Socher, R., Giró-i-Nieto, X., and Torres, J., “Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills”, in International Conference on Machine Learning (ICML) 2020, 2020. (6.89 MB)
X. Giró-i-Nieto, “One Perceptron to Rule Them All: Language, Vision, Audio and Speech (tutorial)”, in ACM International Conference on Multimedia Retrieval (ICMR) 2020, Dublin, Ireland, 2020. (313.96 KB)
B. Oriol, Luque, J., Diego, F., and Giró-i-Nieto, X., “Transcription-Enriched Joint Embeddings or Spoken Descriptions of Images and Videos”, in CVPR 2020 Workshop on Egocentric Perception, Interaction and Computing, Seattle, WA, USA, 2020. (96.79 KB)
M. Gonzalez-i-Calabuig, Ventura, C., and Giró-i-Nieto, X., “Curriculum Learning for Recurrent Video Object Segmentation”, in ECCV 2020 Women in Computer Vision Workshop, 2020. (1.76 MB)
D. Fernàndez, Rimmek, J. Marco, Espadaler, J., Garolera, B., Barja, A., Codina, M., Sastre, M., Giró-i-Nieto, X., Riveiro, J. Carlos, and Bou-Balust, E., “Enhancing Online Knowledge Graph Population with Semantic Knowledge”, in 19th International Semantic Web Conference (ISWC), Virtual, 2020.
L. Ventura, Duarte, A., and Giró-i-Nieto, X., “Can Everybody Sign Now? Exploring Sign Language Video Generation from 2D Poses”, in ECCV 2020 Workshop on Sign Language recognition, Production and Translation (SLRTP), 2020. (3.85 MB)
2019
E. Ramon, Escur, J., and Giró-i-Nieto, X., “Multi-View 3D Face Reconstruction in the Wild using Siamese Networks”, in ICCV 2019 Workshop on 3D Face Alignment in the Wild Challenge Workshop (3DFAW), Seoul, South Corea, 2019. (227.12 KB)
M. Górriz, Antony, J., McGuinness, K., Giró-i-Nieto, X., and O'Connor, N., “Assessing Knee OA Severity with CNN attention-based end-to-end architectures”, in International Conference on Medical Imaging with Deep Learning (MIDL) 2019, London, United Kingdom, 2019. (3.1 MB)
B. Oriol, Canton-Ferrer, C., and Giró-i-Nieto, X., “Hate Speech in Pixels: Detection of Offensive Memes towards Automatic Moderation”, in NeurIPS 2019 Workshop on AI for Social Good, Vancouver, Canada, 2019. (1.91 MB)
C. Ventura, Bellver, M., Girbau, A., Salvador, A., Marqués, F., and Giró-i-Nieto, X., “RVOS: End-to-End Recurrent Network for Video Object Segmentation”, in CVPR, Long Beach, CA, USA, 2019. (5.76 MB)
A. Herrera-Palacio, Ventura, C., Silberer, C., Sorodoc, I. - T., Boleda, G., and Giró-i-Nieto, X., “Recurrent Instance Segmentation using Sequences of Referring Expressions”, in NeurIPS workshop on Visually Grounded Interaction and Language (ViGIL), Vancouver, Canada, 2019. (1.13 MB)
A. Salvador, Drozdzal, M., Giró-i-Nieto, X., and Romero, A., “Inverse Cooking: Recipe Generation from Food Images”, in CVPR, Long Beach, CA, USA, 2019.
M. Bellver, Salvador, A., Torres, J., and Giró-i-Nieto, X., “Budget-aware Semi-Supervised Semantic and Instance Segmentation”, in CVPR 2019 DeepVision Workshop, Long Beach, CA, USA, 2019. (6.59 MB)
D. Fernàndez, Bou, E., and Giró-i-Nieto, X., “VLX-Stories: building an online Event Knowledge Base with Emerging Entity detection”, in The Semantic Web – ISWC 2019, Auckland, New Zealand, 2019, pp. 382-399. (1.42 MB)
P. Linardos, Mohedano, E., Nieto, J. José, O'Connor, N., Giró-i-Nieto, X., and McGuinness, K., “Simple vs complex temporal recurrences for video saliency prediction”, in British Machine Vision Conference (BMVC), Cardiff, Wales / UK., 2019. (1.79 MB)
A. Duarte, “Cross-modal Neural Sign Language Translation”, in Proceedings of the 27th ACM International Conference on Multimedia - Doctoral Symposium, Nice, France, 2019. (392.69 KB)
D. Fernàndez, Bou, E., and Giró-i-Nieto, X., “VLX-Stories: a Semantically Linked Event platform for media publishers”, in Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, Industry, and Outrageous Ideas) co-located with 18th International Semantic Web Conference (ISWC 2019), Auckland, New Zealand, 2019. (759.51 KB)
E. Ramon, Ruiz, G., Batard, T., and Giró-i-Nieto, X., “Hyperparameter-Free Losses for Model-Based Monocular Reconstruction”, in ICCV 2019 Workshop on Geometry Meets Deep Learning, Seoul, South Corea, 2019. (749.7 KB)
A. Duarte, Roldán, F., Tubau, M., Escur, J., Pascual-deLaPuente, S., Salvador, A., Mohedano, E., McGuinness, K., Torres, J., and Giró-i-Nieto, X., “Wav2Pix: Speech-conditioned Face Generation using Generative Adversarial Networks”, in ICASSP, Brighton, UK, 2019. (4.42 MB)
A. Herrera-Palacio, Ventura, C., and Giró-i-Nieto, X., “Video Object Linguistic Grounding”, in ACM Multimedia Workshop on Multimodal Understanding and Learning for Embodied Applications (MULEA), Nice, France, 2019. (441.12 KB)
2018
D. Fojo, Campos, V., and Giró-i-Nieto, X., “Comparing Fixed and Adaptive Computation Time for Recurrent Neural Network”, in International Conference on Learning Representations (ICLR), Vancouver, Canada, 2018. (515.54 KB)
Z. Shou, Pan, J., Chan, J., Miyazawa, K., Mansour, H., Vetro, A., Giró-i-Nieto, X., and Chang, S. - F., “Online Action Detection in Untrimmed, Streaming Videos”, in European Conference on Computer Vision (ECCV), Munich, German, 2018. (450.1 KB)
A. Alsina, Giró-i-Nieto, X., and Gurrin, C., “An Interactive Lifelog Search Engine for LSC2018”, in Lifelog Search Challenge workshop at ICMR2018, Yokohama, Japan, 2018. (584.27 KB)
E. Mohedano, McGuinness, K., Giró-i-Nieto, X., and O'Connor, N., “Saliency Weighted Convolutional Features for Instance Search”, in Content-Based Multimedia Indexing - CBMI, La Rochelle, France, 2018. (3.8 MB)
A. Salvador, Bellver, M., Baradad, M., Campos, V., Marqués, F., Torres, J., and Giró-i-Nieto, X., “Recurrent Neural Networks for Semantic Instance Segmentation”, in CVPR 2018 DeepVision Workshop, 2018. (199.14 KB)
A. Salvador, Bellver, M., Baradad, M., Campos, V., Marqués, F., Torres, J., and Giró-i-Nieto, X., “Recurrent Neural Networks for Semantic Instance Segmentation”, in ECCV 2018 Women in Computer Vision (WiCV) Workshop, 2018. (2.55 MB)
D. Fernàndez, Bou-Balust, E., and Giró-i-Nieto, X., “Linking Media: adopting Semantic Technologies for multimodal media connection”, in International Semantic Web Conference - ISWC (Industry Track), Monterey, CA, USA, 2018. (265.23 KB)
D. Surís, Duarte, A., Salvador, A., Torres, J., and Giró-i-Nieto, X., “Cross-modal Embeddings for Video and Audio Retrieval”, in ECCV 2018 Women in Computer Vision Workshop, Munich, Germany, 2018. (1.07 MB)
P. Gomez, Mohedano, E., McGuinness, K., Giró-i-Nieto, X., and O'Connor, N., “Demonstration of an Open Source Framework for Qualitative Evaluation of CBIR Systems”, in ACM Multimedia, Seoul, South Korea, 2018. (11.05 MB)
V. Campos, Jou, B., Giró-i-Nieto, X., Torres, J., and Chang, S. - F., “Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks”, in International Conference on Learning Representations (ICLR), 2018.
P. Linardos, Mohedano, E., Chertó, M., Gurrin, C., and Giró-i-Nieto, X., “Temporal Saliency Adaptation in Egocentric Videos”, in ECCV 2018 Workshop on Egocentric Perception, Interaction and Computing, Munich, Germany, 2018. (279.32 KB)
D. Fernàndez, Varas, D., Bou, E., and Giró-i-Nieto, X., “What is going on in the world? A display platform for media understanding”, in IEEE Multimedia Information Processing and Retrieval (MIPR) Conference, Miami, FL (USA), 2018. (700.85 KB)
M. Assens, McGuinness, K., Giró-i-Nieto, X., and O'Connor, N., “PathGAN: Visual Scanpath Prediction with Generative Adversarial Networks”, in ECCV 2018 Workshop on Egocentric Perception, Interaction and Compution (EPIC), Munich, Germany, 2018. (3.78 MB)
A. Duarte, Camli, G., Torres, J., and Giró-i-Nieto, X., “Towards Speech to Sign Language Translation”, in ECCV 2018 Workshop on Shortcomings in Vision and Language, 2018. (142.48 KB)
V. Campos, Giró-i-Nieto, X., and Torres, J., “Importance Weighted Evolution Strategies”, in NeurIPS 2018 Deep Reinforcement Learning Workshop , Montreal, Quebec, 2018. (362.25 KB)
2017
V. Campos, Sastre, F., Yagües, M., Bellver, M., Giró-i-Nieto, X., and Torres, J., “Distributed training strategies for a computer vision deep learning algorithm on a distributed GPU cluster”, in International Conference on Computational Science (ICCS), Zurich, Switzerland, 2017. (576.67 KB)
M. Górriz, Giró-i-Nieto, X., Carlier, A., and Faure, E., “Cost-Effective Active Learning for Melanoma Segmentation”, in ML4H: Machine Learning for Health Workshop at NIPS 2017, Long Beach, CA, USA, 2017. (521.82 KB)
X. Lin, Campos, V., Giró-i-Nieto, X., Torres, J., and Canton-Ferrer, C., “Disentangling Motion, Foreground and Background Features in Videos”, in CVPR 2017 Workshop Brave New Motion Representations, 2017. (370.64 KB)
A. Salvador, Baradad, M., Giró-i-Nieto, X., and Marqués, F., “Recurrent Semantic Instance Segmentation”, in NIPS 2017 Women in Machine Learning Workshop (WiML), Long Beach, CA, USA, 2017. (1.15 MB)
A. Jiménez, Álvarez, J. M., and Giró-i-Nieto, X., “Class Weighted Convolutional Features for Visual Instance Search”, in 28th British Machine Vision Conference (BMVC), London, UK, 2017. (3.56 MB)
M. Assens, McGuinness, K., Giró-i-Nieto, X., and O'Connor, N., “SaltiNet: Scan-path Prediction on 360 Degree Images using Saliency Volumes”, in ICCV Workshop on Egocentric Perception, Interaction and Computing, Venice, Italy, 2017. (2.34 MB)
D. Fernàndez, Woodward, A., Campos, V., Jou, B., Giró-i-Nieto, X., and Chang, S. - F., “More cat than cute? Interpretable Prediction of Adjective-Noun Pairs”, in ACM Multimedia 2017 Workshop on Multimodal Understanding of Social, Affective and Subjective Attributes, Mountain View, CA (USA), 2017. (9.62 MB)
C. Gurrin, Giró-i-Nieto, X., Radeva, P., Dimiccoli, M., Dang-Nguyen, D. - T., and Joho, H., “LTA 2017: The Second Workshop on Lifelogging Tools and Applications”, in ACM Multimedia, Mountain View, California USA, 2017. (309.94 KB)
A. Lidon, Bolaños, M., Dimiccoli, M., Radeva, P., Garolera, M., and Giró-i-Nieto, X., “Semantic Summarization of Egocentric Photo Stream Events”, in ACM Multimedia 2017 Workshop on Lifelogging Tools and Applications, Mountain View, CA, USA, 2017. (3.08 MB)
D. Fernàndez, Varas, D., Espadaler, J., Ferreira, J., Woodward, A., Rodríguez, D., Giró-i-Nieto, X., Riveiro, J. Carlos, and Bou, E., “ViTS: Video Tagging System from Massive Web Multimedia Collections”, in ICCV 2017 Workshop on Web-scale Vision and Social Media , Venice, Italy, 2017. (1.18 MB)
J. Pan, Canton-Ferrer, C., McGuinness, K., O'Connor, N., Torres, J., Sayrol, E., and Giró-i-Nieto, X., “SalGAN: Visual Saliency Prediction with Generative Adversarial Networks”, in CVPR 2017 Scene Understanding Workshop (SUNw), Honolulu, Hawaii, USA, 2017. (1.85 MB)
V. Campos, Jou, B., Giró-i-Nieto, X., Torres, J., and Chang, S. - F., “Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks”, in NIPS Time Series Workshop 2017, Long Beach, CA, USA, 2017. (427.72 KB)
A. Romero-Lopez, Burdick, J., Giró-i-Nieto, X., and Marques, O., “Skin Lesion Classification from Dermoscopic Images using Deep Learning”, in The 13th IASTED International Conference on Biomedical Engineering (BioMed 2017), Innsbruck Austria, 2017. (648.62 KB)
A. Duarte, Surís, D., Salvador, A., Torres, J., and Giró-i-Nieto, X., “Temporal-aware Cross-modal Embeddings for Video and Audio Retrieval”, in NIPS 2017 Women in Machine Learning Workshop (WiML), Long Beach, CA, USA, 2017. (155.1 KB)
J. Torres, Sastre, F., Yagües, M., Campos, V., and Giró-i-Nieto, X., “Scaling a Convolutional Neural Network for classification of Adjective Noun Pairs with TensorFlow on GPU Clusters”, in 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), Madrid, Spain, 2017.
M. Górriz, Giró-i-Nieto, X., Carlier, A., and Faure, E., “Active Deep Learning for Medical Imaging Segmentation”, in Medical Image meets NIPS 2017 Workshop, 2017. (187.43 KB)
A. Romero-Lopez, Burdick, J., Giró-i-Nieto, X., and Marques, O., “The Impact of Segmentation on the Accuracy and Sensitivity of a Melanoma Classifier based on Skin Lesion Images”, in Annual Meeting of the Society of Imaging Informatics in Medicine (SIIM), Pittsburgh, PA, USA, 2017. (433.28 KB)
M. Bellver, Maninis, K. - K., Pont-Tuset, J., Torres, J., Giró-i-Nieto, X., and van Gool, L., “Detection-aided liver lesion segmentation using deep learning”, in ML4H: Machine Learning for Health Workshop at NIPS 2017, 2017. (1 MB)
2016
G. de Oliveira-Barra, Lux, M., and Giró-i-Nieto, X., “Large Scale Content-Based Video Retrieval with LIvRE”, in 14th International Workshop on Content-based Multimedia Indexing (CBMI), Bucharest, Romania, 2016. (909.81 KB)
A. Salvador, Giró-i-Nieto, X., Marqués, F., and Satoh, S. 'ichi, “Faster R-CNN Features for Instance Search”, in CVPR Workshop Deep Vision, 2016. (2.77 MB)
C. Reyes, Mohedano, E., McGuinness, K., O'Connor, N. E., and Giró-i-Nieto, X., “Where is my Phone? Personal Object Retrieval from Egocentric Images”, in Lifelogging Tools and Applications Workshop in ACM Multimedia, Amsterdam, The Netherlands, 2016. (1.43 MB)
C. Gurrin, Giró-i-Nieto, X., Radeva, P., Dimiccoli, M., Johansen, H., Joho, H., and Singh, V. K., “LTA 2016 - The First Workshop on Lifelogging Tools and Applications”, in ACM Multimedia, Amsterdam, The Netherlands, 2016. (385.75 KB)
M. Bellver, Giró-i-Nieto, X., Marqués, F., and Torres, J., “Hierarchical Object Detection with Deep Reinforcement Learning”, in Deep Reinforcement Learning Workshop, NIPS 2016, 2016. (877.51 KB)
A. Montes, Salvador, A., Pascual-deLaPuente, S., and Giró-i-Nieto, X., “Temporal Activity Detection in Untrimmed Videos with Recurrent Neural Networks”, in 1st NIPS Workshop on Large Scale Computer Vision Systems 2016, 2016. (5.66 MB)
M. Marsden, Mohedano, E., McGuinness, K., Calafell, A., Giró-i-Nieto, X., O'Connor, N., Zhou, J., Azevedo, L., Daubert, T., Davis, B., Hürlimann, M., Afli, H., Du, J., Ganguly, D., Li, W., Way, A., and Smeaton, A. F., “Dublin City University and Partners' Participation in the INS and VTT Tracks at TRECVid 2016”, in TRECVID Workshop 2016, Gaithersburg, MD, USA, 2016.
J. Pan, McGuinness, K., Sayrol, E., O'Connor, N., and Giró-i-Nieto, X., “Shallow and Deep Convolutional Networks for Saliency Prediction”, in IEEE Conference on Computer Vision and Pattern Recognition, CVPR, Las Vegas, NV, USA, 2016. (466.13 KB)
G. de Oliveira-Barra, Giró-i-Nieto, X., Cartas-Ayala, A., and Radeva, P., “LEMoRe: A Lifelog Engine for Moments Retrieval at the NTCIR-Lifelog LSAT Task”, in The 12th NTCIR Conference, Evaluation of Information Access Technologies, Tokyo, Japan, 2016. (3.22 MB)
E. Mohedano, Salvador, A., McGuinness, K., Giró-i-Nieto, X., O'Connor, N., and Marqués, F., “Bags of Local Convolutional Features for Scalable Instance Search”, in ACM International Conference on Multimedia Retrieval (ICMR), New York City, NY; USA, 2016. (3.73 MB)
2015
C. Ventura, Giró-i-Nieto, X., Vilaplana, V., McGuinness, K., Marqués, F., and O'Connor, N., “Improving Spatial Codification in Semantic Segmentation”, in IEEE International Conference on Image Processing (ICIP), 2015, Quebec City, 2015. (18.81 MB)
V. Campos, Salvador, A., Giró-i-Nieto, X., and Jou, B., “Diving Deep into Sentiment: Understanding Fine-tuned CNNs for Visual Sentiment Prediction”, in 1st International Workshop on Affect and Sentiment in Multimedia, Brisbane, Australia, 2015. (506.22 KB)
A. Lidon, Bolaños, M., Seidl, M., Giró-i-Nieto, X., Radeva, P., and Zeppelzauer, M., “UPC-UB-STP @ MediaEval 2015 Diversity Task: Iterative Reranking of Relevant Images”, in MediaEval 2015 Workshop, 2015. (158.17 KB)
V. - T. Nguyen, -Dinh-Le, D., Salvador, A., -Zhu, C., Nguyen, D. - L., Tran, M. - T., Duc, T. Ngo, Duong, D. Anh, Satoh, S. 'ichi, and Giró-i-Nieto, X., “NII-HITACHI-UIT at TRECVID 2015 Instance Search”, in TRECVID 2015 Workshop, Gaithersburg, MD, USA, 2015. (1.53 MB)
E. Mohedano, Salvador, A., Porta, S., Giró-i-Nieto, X., McGuinness, K., Healy, G., and O'Connor, N., “Exploring EEG for Object Detection and Retrieval”, in ACM International Conference on Multimedia Retrieval (ICMR) , Shanghai, China, 2015. (5.37 MB)
A. Salvador, Zeppelzauer, M., Manchon-Vizuete, D., Calafell, A., and Giró-i-Nieto, X., “Cultural Event Recognition with Visual ConvNets and Temporal Models”, in CVPR ChaLearn Looking at People Workshop 2015, 2015. (1.09 MB)
K. McGuinness, Mohedano, E., Salvador, A., Zhang, Z. X., Marsden, M., Wang, P., Jargalsaikhan, I., Antony, J., Giró-i-Nieto, X., Satoh, S. 'ichi, O'Connor, N., and Smeaton, A. F., “Insight DCU at TRECVID 2015”, in TRECVID 2015 Workshop, Gaithersburg, MD, USA, 2015. (2.13 MB)
J. Roldan-Carlos, Lux, M., Giró-i-Nieto, X., Muñoz-Trallero, P., and Anagnostopoulos, N., “Visual Information Retrieval in Endoscopic Video Archives”, in IEEE/ACM International Workshop on Content-Based Multimedia Indexing - CBMI 2015 , Prague, Czech Republic, 2015. (1.67 MB)
J. Roldan-Carlos, Lux, M., Giró-i-Nieto, X., Muñoz-Trallero, P., and Anagnostopoulos, N., “Event Video Retrieval using Global and Local Descriptors in Visual Domain”, in IEEE/ACM International Workshop on Content-Based Multimedia Indexing - CBMI 2015 , 2015. (1.46 MB)
F. Cabezas, Carlier, A., Salvador, A., Giró-i-Nieto, X., and Charvillat, V., “Quality Control in Crowdsourced Object Segmentation”, in IEEE International Conference on Image Processing (ICIP), 2015, 2015. (362.33 KB)
M. Bolaños, Mestre, R., Talavera, E., Giró-i-Nieto, X., and Radeva, P., “Visual Summary of Egocentric Photostreams by Representative Keyframes”, in IEEE International Workshop on Wearable and Ego-vision Systems for Augmented Experience (WEsAX) 2015, Turin, Italy, 2015. (2.69 MB)
2014
D. Manchon-Vizuete, Gris-Sarabia, I., and Giró-i-Nieto, X., “Photo Clustering of Social Events by Extending PhotoTOC to a Rich Context”, in ICMR 2014 Workshop on Social Events in Web Multimedia (SEWM), Glasgow, Scotland, 2014. (1.66 MB)
E. Mohedano, Healy, G., McGuinness, K., Giró-i-Nieto, X., O'Connor, N., and Smeaton, A. F., “Object segmentation in images using EEG signals”, in ACM Multimedia, Orlando, Florida (USA), 2014.
A. Carlier, Salvador, A., Giró-i-Nieto, X., Marques, O., and Charvillat, V., “Click’n’Cut: Crowdsourced Interactive Segmentation with Object Candidates”, in 3rd International ACM Workshop on Crowdsourcing for Multimedia (CrowdMM), Orlando, Florida (USA), 2014. (1017.73 KB)
D. Manchon-Vizuete, Gris-Sarabia, I., and Giró-i-Nieto, X., “UPC at MediaEval 2014 Social Event Detection Task”, in MediaEval 2014 Workshop, Barcelona, 2014. (112.06 KB)
K. McGuinness, Mohedano, E., Zhang, Z. X., Hu, F., Albatal, R., Gurrin, C., O'Connor, N., Smeaton, A. F., Salvador, A., Giró-i-Nieto, X., and Ventura, C., “Insight Centre for Data Analytics (DCU) at TRECVid 2014: Instance Search and Semantic Indexing Tasks”, in 2014 TRECVID Workshop, Orlando, Florida (USA), 2014. (2.45 MB)
2013
C. Ventura, Giró-i-Nieto, X., Vilaplana, V., Daniel Giribet,, and Eusebio Carasusan, “Automatic Keyframe Selection based on Mutual Reinforcement Algorithm”, in CBMI (Content-Based Multimedia Indexing), Veszprem, 2013. (2.98 MB)
A. Salvador, Carlier, A., Giró-i-Nieto, X., Marques, O., and Charvillat, V., “Crowdsourced Object Segmentation with a Game”, in ACM Workshop on Crowdsourcing for Multimedia (CrowdMM), Barcelona, 2013. (1.22 MB)
C. Ventura, Tella, M., and Giró-i-Nieto, X., “UPC at MediaEval 2013 Hyperlinking Task”, in MediaEval 2013 Workshop, Barcelona, Catalonia, 2013. (1.62 MB)
D. Manchon-Vizuete and Giró-i-Nieto, X., “UPC at MediaEval 2013 Social Event Detection Task”, in MediaEval 2013 Workshop, Barcelona, Catalonia, 2013. (3.65 MB)
2012
X. Giró-i-Nieto and Martos, M., “Multiscale annotation of still images with GAT”, in Proceedings of the 1st International Workshop on Visual Interfaces for Ground Truth Collection in Computer Vision Applications, Capri, Italy, 2012. (6.08 MB)
X. Giró-i-Nieto and Martos, M., “Interactive segmentation and tracking of video objects”, in Image Analysis for Multimedia Interactive Services (WIAMIS), 2012 13th International Workshop on, Dublin, Ireland, 2012. (1.05 MB)
E. Mohedano and Giró-i-Nieto, X., “Teaching Students to Teach Computers”, in International Congress on University Teaching and Innovation (CIDUI), 2012. (5.25 MB)
X. Giró-i-Nieto, “Part-Based Object Retrieval With Binary Partition Trees”, in Doctoral Consortium in Computer Vision and Pattern Recognition (CVPR), Providence (RI), USA, 2012. (993.04 KB)
2011
X. Giró-i-Nieto, Alfaro, M., and Marqués, F., “Diversity ranking for video retrieval from a broadcaster archive”, in 1st ACM International Conference on Multimedia Retrieval (ICMR '11), 2011, pp. 1–8. (1000.12 KB)
2010
X. Giró-i-Nieto, “BitSearch, the blog before the thesis”, in VI International Congress of University Teaching and Innovation, Barcelona, Catalonia, 2010.
X. Giró-i-Nieto, Salla, R., and Vives, X., “Digimatge, a Rich Internet Application for video retrieval from a Multimedia Asset Management system”, in 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010. (978.9 KB)
X. Giró-i-Nieto, Ventura, C., Pont-Tuset, J., Cortés, S., and Marqués, F., “System architecture of a web service for Content-Based Image Retrieval”, in ACM International Conference On Image And Video Retrieval 2010, 2010, pp. 358–365.
2009
T. Butko, Canton-Ferrer, C., Segura, C., Giró-i-Nieto, X., Nadeu, C., Hernando, J., and Casas, J., “Improving Detection of Acoustic Events Using Audiovisual Data and Feature Level Fusion”, in 10th Annual Conference of the International Speech Communication Association, 2009, pp. 1147–1150.
C. Canton-Ferrer, Butko, T., Segura, C., Giró-i-Nieto, X., Nadeu, C., Hernando, J., and Casas, J., “Audiovisual Event Detection Towards Scene Understanding”, in 2009 IEEE Computer-Society Conference on Computer Vision and Pattern Recognition Workshops, 2009, pp. 840–847. (1.99 MB)
M. Cabrera, Giró-i-Nieto, X., Rey, F., Gasull, A., Casas, J., Villares, J., Fernandez, J., josep Sala Álvarez,, Espinosa Fricke, P., Fernández, C. M., Cortés, S., and Farré, M. À., “LAVICAD: LAboratori VIrtual de Comunicacions Analògiques i Digitals”, in Jornada d'Innovació Docent - RIMA (JID-RIMA), Barcelona, Catalonia, 2009.
2008
M. Cabrera, Giró-i-Nieto, X., and Rey, F., “Lavicad: laboratorio virtual de comunicaciones analógicas y digitales”, in XXIII Simposium Nacional de la Unión Científica Internacional de Radio, Madrid, Spain, 2008, pp. 1–4. (163.98 KB)
X. Giró-i-Nieto and Marqués, F., “System architecture for indexing regions in keyframes”, in 3rd International Conference on Semantic and digital Media Technologies, Koblenz, Germany, 2008, pp. 1–2. (69.96 KB)
2007
X. Giró-i-Nieto and Marqués, F., “Composite object detection in video sequences: Applications to controlled environments”, in 8th International Workshop on Image Analysis for Multimedia Interactive Services, Santorini, Greece, 2007. (605.56 KB)
M. Cabrera, Closas, P., Alfredo, L., Giró-i-Nieto, X., and Rey, F., “Proyecto de Innovación Docente COM@WEB (COMunicaciones en la WEB)”, in VIII Simposio Nacional de Tecnologías de la Información y las Comunicaciones en la Educación. SINTICE'07, 2007, pp. 113–120. (434.45 KB)
X. Giró-i-Nieto, Camps, N., and Marqués, F., “Region-based annotation tool using partition trees”, in International Conference on Semantic and Digital Media Technologies, Genova, Italy, 2007, pp. 3–4.
2006
X. Giró-i-Nieto and Marqués, F., “From Partition Trees to Semantic Trees”, in 2ndas Jornades UPC de Investigación en Automática, Visión y Robótica, 2006, pp. 187–194.
X. Giró-i-Nieto and Marqués, F., “From Partition Trees to Semantic Trees”, in International Workshop on Multimedia Content Representation, Classification and Security, 2006, pp. 306–313.
C. Ferran, Giró-i-Nieto, X., Marqués, F., and Casas, J., “BPT Enhancement based on Syntactic and Semantic criteria”, in 1st International Conference on Semantic and Digital Media Technologies, 2006, pp. 184–198.
X. Giró-i-Nieto, Marqués, F., and Casas, J., “The edition of the Wikipedia as an academic activity”, in 4rt. Congrés Internacional de Docència Unversitària i Innovació, Barcelona, Catalonia, 2006, p. –.
X. Giró-i-Nieto and Camps, N., “Solucions de programari lliure en un projecte d'adaptació de dades a XML”, in V Jornades de Programari Lliure de la UPC, 2006.
2005
X. Giró-i-Nieto and Marqués, F., “Detection of Semantic Objects using Description Graphs”, in IEEE International Conference on Image Processing, Genova, Italy, 2005. (743.52 KB)
V. Vilaplana, Giró-i-Nieto, X., Salembier, P., and Marqués, F., “Region-based extraction and analysis of visual objects information”, in Fourth International Workshop on Content-Based Multimedia Indexing, CBMI 2005, Riga, Letonia, 2005. (225.03 KB)
2004
X. Giró-i-Nieto, Aragon, M., Prats, X., and Acero, L., “The Moonlight project: bringing light to our satellite”, in Proceedings of the 4th International Conference on Solar Power from Space SPS'04 The 4th International Conference on Solar Power SPS'04 together with the 5th International Conference on Wireless Power transmissions WPT 5, 2004, pp. 99–100. (937.41 KB)
2003
X. Giró-i-Nieto and Marqués, F., “Detection of Semantic Entities using Description Graphs”, in 4th European Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS), London, England, 2003. (223.48 KB)
Y. Avrithis, Stamou, G., Wallace, M., Marqués, F., Salembier, P., Giró-i-Nieto, X., Haas, W., Vallant, H., and Zufferey, M., “Unified access to heterogeneous audiovisual archives”, in International Conference on Knowledge Management, Graz, Austria, 2003, pp. 1–2.
L. L. Acero, Aragón, À., Giró-i-Nieto, X., and Prats, X., “The Moon Orbital Mirror”, in 54th International Astronautical Congress (IAC), Bremen, Germany, 2003.
2002
X. Giró-i-Nieto, Marqués, F., Marcello, J., and Eugenio, F., “MPEG-7 Descriptors for Earth Observation Satellites”, in International Astronautical Congress, Houston, Texas (USA), 2002, pp. 1–4. (267.36 KB)
2000
P. Schelkens, Giró-i-Nieto, X., Barbarien, J., and Cornelis, J., “3D compression of medical data based on cube-splitting and embedded block coding”, in ProRISC/IEEE Workshop, Veldhoven, The Netherlands, 2000.