Search Publication
QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation--Analysis of Ranking Metrics and Benchmarking Results. Journal of Machine Learning for Biomedical Imaging. 2022;.
. RefVOS: A Closer Look at Referring Expressions for Video Object Segmentation. Multimedia Tools and Applications. 2022;.
(5.78 MB)
. ![application/pdf](/web/modules/file/icons/application-pdf.png)
SALAI-Net: species-agnostic local ancestry inference network. Bioinformatics. 2022;38.
. SEG-ESRGAN: A multi-task network for super-resolution and semantic segmentation of remote sensing images. Remote Sensing. 2022;14(22).
. Self-supervised graph representations of WSIs. In Geometric Deep Learning in Medical Image Analysis. 2022.
. 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. 2022.
. Sentinel lymph node status prediction with self-attention neural networks using histologies of primary melanoma tumours. In European Association of Dermato Oncology (EADO 2022). 2022.
. Sign Language Translation based on Transformers for the How2Sign Dataset. . 2022 .
(1.56 MB)
. ![application/pdf](/web/modules/file/icons/application-pdf.png)
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)
. ![application/pdf](/web/modules/file/icons/application-pdf.png)
Sign-Language Translation with Pseudo-Glosses. 2022.
(7.51 MB)
. ![application/pdf](/web/modules/file/icons/application-pdf.png)
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)
. ![application/pdf](/web/modules/file/icons/application-pdf.png)
Structural Networks for Brain Age Prediction. In Medical Imaging with Deep Learning (MIDL 2022). 2022.
. Super-resolution and semantic segmentation of remote sensing images using deep learning techniques. . Signal Theory and Communications Department. 2022.
. Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22. In EMNLP 2022 Seventh Conference on Machine Translation (WMT22). 2022.
(295.68 KB)
. . ![application/pdf](/web/modules/file/icons/application-pdf.png)
Topic Detection in Continuous Sign Language Videos. In Accessibility, Vision, and Autonomy Meet (AVA) CVPR Workshop. 2022.
(1.82 MB)
. . ![application/pdf](/web/modules/file/icons/application-pdf.png)
2D-to-3D Lifting of Sign Language Body Poses with Recurrent Neural Networks. . Barcelona: UPC ETSETB TelecomBCN; 2021 .
(340.44 KB)
. ![application/pdf](/web/modules/file/icons/application-pdf.png)
2D–3D Geometric Fusion network using Multi-Neighbourhood Graph Convolution for RGB-D indoor scene classification. Information Fusion. 2021;76.
(771.86 KB)
. ![application/pdf](/web/modules/file/icons/application-pdf.png)
Brain structural alterations in cognitively unimpaired individuals with discordant amyloid-β PET and CSF Aβ42 status: findings using Machine Learning. In Alzheimer's Association International Conference. 2021.
. Channel-Wise Early Stopping without a Validation Set via NNK Polytope Interpolation. In Asia Pacific Signal and Information Processing Association Annual Summit, APSIPA. Tokyo, Japan; 2021.
(995.84 KB)
. ![application/pdf](/web/modules/file/icons/application-pdf.png)
Deep Learning Representations for All (a.ka. the AI hype). 2021.
(10.95 MB)
. ![application/pdf](/web/modules/file/icons/application-pdf.png)
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.
. Discovery and Learning of Navigation Goals from Pixels in Minecraft. . 2021.
(16.15 MB)
. ![application/pdf](/web/modules/file/icons/application-pdf.png)
Disentangling neural network structure from the weights space. . 2021.
(17.1 MB)
. ![application/pdf](/web/modules/file/icons/application-pdf.png)