Search Publication

Barrabés M, Perera M, Novelle V, Moriano X, Giró-i-Nieto X, Mas-Montserrat D, et al.. Advances in Biomedical Missing Data Imputation: A Survey. IEEE Access. 2024;.

• DOI
• Google Scholar
• BibTex

Bonet D, Mas-Montserrat D, Giró-i-Nieto X, Ioannidis AG. HyperFast: Instant Classification for Tabular Data. In 38th Annual AAAI Conference on Artificial Intelligence (AAAI). 2024.

• Google Scholar
• BibTex

 (3.15 MB)

Barrabés M, Mas-Montserrat D, Geleta M, Giró-i-Nieto X, Ioannidis AG. Adversarial Learning for Feature Shift Detection and Correction. In Neural Information Processing Systems (NeurIPS). New Orleans, USA; 2023.

• Google Scholar
• BibTex

Geleta M, Mas-Montserrat D, Giró-i-Nieto X, Ioannidis AG. Deep Variational Autoencoders for Population Genetics. 2023;.

• DOI
• Google Scholar
• BibTex

Dominguez A, Mas-Montserrat D, Bustamante C, Giró-i-Nieto X, Ioannidis AG. Neural ADMIXTURE: rapid population clustering with autoencoders. Nature Computational Science. 2023;.

• Google Scholar
• BibTex

Perera M. Ancestry-conditioned Generative Models for Genotyping. Mas-Montserrat D, Giró-i-Nieto X, Ioannidis AG. 2022 .

• Google Scholar
• BibTex

Mas-Montserrat D, Perera M, Barrabés M, Geleta M, Giró-i-Nieto X, Ioannidis AG. Generative Moment Matching Networks for Genotype Simulation. In 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'22). 2022.

• Google Scholar
• BibTex

 (2.95 MB)

Barrabés M. Machine Learning for Genomic Sequence Processing. Mas-Montserrat D, Giró-i-Nieto X, Ioannidis AG. 2022 .

• Google Scholar
• BibTex

Bartusiak E, Barrabés M, Rymbe A, Gimbernat J, López C, Barberis L, et al.. Predicting Dog Phenotypes from Genotypes. In 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'22). 2022.

• DOI
• Google Scholar
• BibTex

 (1.17 MB)

Bernal O, Mas-Montserrat D, Giró-i-Nieto X, Ioannidis AG. SALAI-Net: species-agnostic local ancestry inference network. Bioinformatics. 2022;38.

• DOI
• Google Scholar
• BibTex

Geleta M, Mas-Montserrat D, Bustamante C, Giró-i-Nieto X, Ioannidis AG. 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: ASHG; 2021.

• Google Scholar
• BibTex

Dominguez A, Mas-Montserrat D, Bustamante C, Giró-i-Nieto X, Ioannidis AG. Neural ADMIXTURE: rapid population clustering with autoencoders. In 2021 Society for Molecular Biology & Evolution meeting (SMBEv2021). Virtual; 2021.

• Google Scholar
• BibTex

 (1.76 MB)

Cumplido-Mayoral I, Ingala S, Lorenzini L, Wink AMeije, Haller S, Molinuevo JLuis, et al.. Prediction of amyloid pathology in cognitively unimpaired individuals using structural MRI. In Alzheimer's Association International Conference. 2021.

• Google Scholar
• BibTex

Oriol B. Species-agnostic Local Ancestry Inference on Genomic Data with Convolutions. Mas-Montserrat D, Ioannidis AG, Giró-i-Nieto X. 2021.

• Google Scholar
• BibTex

Iturralde A. Towards video alignment across cameras with sign language 2D poses. Tarrés L, Giró-i-Nieto X. 2021.

• Google Scholar
• BibTex

 (3.45 MB)

Geleta M. Unsupervised learning with applications in genomic. Mas-Montserrat D, Ioannidis AG, Giró-i-Nieto X. 2021.

• Google Scholar
• BibTex

Isart A, Espasa M, Vilaplana V, Sayrol E. CNN-based bacilli detection in sputum samples for tuberculosis diagnosis. In International Symposium on Biomedical Imaging (ISBI 2019). 2019.

• Google Scholar
• BibTex

India M, Sagastiberri I, Palau P, Sayrol E, Morros JR, Hernando J. UPC Multimodal Speaker Diarization System for the 2018 Albayzin Challenge. In IberSpeech 2018. Barcelona; 2018.

• DOI
• Google Scholar
• BibTex

 (379.14 KB)

Le N, Bredin H, Sargent G, India M, Lopez-Otero P, Barras C, et al.. Towards large scale multimedia indexing: A case study on person discovery in broadcast news. In International Workshop on Content-Based Multimedia Indexing - CBMI 2017. Firenze, Italy; 2017.

• DOI
• Google Scholar
• BibTex

 (831.12 KB)

India M, Martí G, Cotillas C, Bouritsas G, Sayrol E, Morros JR, et al.. UPC System for the 2016 MediaEval Multimodal Person Discovery in Broadcast TV task. In MediaEval 2016 Workshop. Hilversum, The Netherlands; 2016.

• Google Scholar
• BibTex

 (174.87 KB)

India M, Varas D, Vilaplana V, Morros JR, Hernando J. UPC System for the 2015 MediaEval Multimodal Person Discovery in Broadcast TV task. In MediaEval 2015 Workshop. Wurzen, Germany; 2015.

• Google Scholar
• BibTex

 (163.11 KB)

Imedio-Pereira S. An investigation of eye gaze tracking utilities in image object recognition. Mohedano E, Giró-i-Nieto X, Albatal R, O'Connor N. 2014.

• Google Scholar
• BibTex

 (1.63 MB)

Irurueta A, Morros JR. PROMEDS: An adaptive robust fundamental matrix estimation approach. In 3DTV Conference. Zurich, Switzerland: IEEE; 2012.

• DOI
• Google Scholar
• BibTex

 (576.37 KB)

Iregui M. Efficient strategies for navigation through very large JPEG2000 image. Marqués F, Macq B. Université Catholique de Louvain (UCL); 2008.

• Google Scholar
• BibTex

Descampe A, Vleeschouwer D, Iregui M, Macq B, Marqués F. Prefetching and caching strategies for remote and interactive browsing of JPEG2000 images. IEEE transactions on image processing. 2007;16:1339–1354.

• Google Scholar
• BibTex