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In Press
Combalia M, Podlipnik S, Hernandez C, García S, Ficapal J, Burgos J, et al.. Artificial intelligence to predict positivity of sentinel lymph node biopsy in melanoma patients. In European Association of Dermato Oncology (EADO 2022). In Press.
Cumplido-Mayoral I, Garcia-Prat M, Operto G, Falcon C, Shekari M, Cacciaglia R, et al.. Biological Brain Age Prediction Using Machine Learning on Structural Neuroimaging Data: Multi-Cohort Validation Against Biomarkers of Alzheimer’s Disease and Neurodegeneration. In Alzheimer's Association International Conference. In Press.
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). In Press.
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). In Press.
Bellver-Bueno M, Ventura C, Silberer C, Kazakos I, Torres J, Giró-i-Nieto X. RefVOS: A Closer Look at Referring Expressions for Video Object Segmentation. Multimedia Tools and Applications. In Press;.  (10.03 MB)
Hernandez C, Combalia M, Malvehy J, Vilaplana V. Sentinel lymph node status prediction using self-attention networks and contrastive learning from routine histology images of primary tumours. In Medical Imaging with Deep Learning MIDL 2022. In Press.
Hernandez C, Vilaplana V, Combalia M, García S, Podlipnik S, Burgos J, et al.. Sentinel lymph node status prediction with self-attention neural networks using histologies of primary melanoma tumours. In European Association of Dermato Oncology (EADO 2022). In Press.
Pina O, Cumplido-Mayoral I, Cacciaglia R, González-de-Echávarri JMaría, Gispert JD, Vilaplana V. Structural Networks for Brain Age Prediction. In Medical Imaging with Deep Learning (MIDL 2022). In Press.
Budria Á, Tarrés L, Gállego GI, Moreno F, Torres J, Giró-i-Nieto X. Topic Detection in Continuous Sign Language Videos. In Accessibility, Vision, and Autonomy Meet (AVA) CVPR Workshop. In Press.  (1.82 MB)
2022
Perera M. Ancestry-conditioned Generative Models for Genotyping. Mas-Montserrat D, Giró-i-Nieto X, Ioannidis AG. 2022 .
Bonet D, Ortega A, Ruiz-Hidalgo J, Shekkizhar S. Channel Redundancy and Overlap in Convolutional Neural Networks with Channel-Wise NNK Graphs. In International Conference on Acoustics, Speech and Signal Processing. 2022.
Duarte A. Data and methods for a visual understanding of sign languages. Torres J, Giró-i-Nieto X. Signal Theory and Communications. 2022.
Mohamed MA. Exploring Visual Representations for Sign Language Translation. Tarrés L, Giró-i-Nieto X. 2022.  (700.12 KB)
Domenech T. Hiding Images in their Spoken Narratives. McGuinness K, Pons J, Giró-i-Nieto X. 2022.  (15.23 MB)
Barrabés M. Machine Learning for Genomic Sequence Processing. Mas-Montserrat D, Giró-i-Nieto X, Ioannidis AG. 2022 .
Budria Á. Multimodal 3D Hand Pose Enhancement for Sign Language. Tarrés L, Moreno F, Giró-i-Nieto X. 2022 .  (1.2 MB)
Geleta M, Puntí C, McGuinness K, Pons J, Canton-Ferrer C, Giró-i-Nieto X. PixInWav: Residual Steganography for Hiding Pixels in Audio. In ICASSP. 2022.  (5.77 MB)
Cabot P. Sign Language Translation based on Transformers for the How2Sign Dataset. Tarrés L, Giró-i-Nieto X. 2022 .  (1.56 MB)
Duarte A, Albanie S, Giró-i-Nieto X, 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)
Mosella-Montoro A, Ruiz-Hidalgo J. SkinningNet: Two-Stream Graph Convolutional Neural Network for Skinning Prediction of Synthetic Characters. In IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR). New Orleans, USA; 2022.  (5.45 MB)
Giró-i-Nieto X, Duarte A. Towards Sign Language Translation and Production. 2022.

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