Publications
Journal Articles
| . SEG-ESRGAN: A multi-task network for super-resolution and semantic segmentation of remote sensing images. Remote Sensing. In Press;. |
| . SALAI-Net: species-agnostic local ancestry inference network. Bioinformatics. 2022;38. |
| . 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) |
Book Chapters & Books top
| . MRI brain tumor segmentation and uncertainty estimation using 3D-UNet architectures. In Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries. BrainLes 2020. Springer International Publishing; 2021. pp. 376-390. |
| . Unsupervised GRN Ensemble. In Sanguinetti G., Huynh-Thu V. (eds) Methods in Molecular Biology . New York, NY: Springer science, Humana Press; 2019. pp. 283-302. |
| . Shared Latent Structures Between Imaging Features and Biomarkers in Early Stages of Alzheimer’s Disease. In PRedictive Intelligence in MEdicine. Springer International Publishing; 2018. pp. 60-67. |
| . Leishmaniasis Parasite Segmentation and Classification Using Deep Learning. In Articulated Motion and Deformable Objects. Springer International Publishing; 2018. pp. 53-62. |
| . Monte-Carlo Sampling Applied to Multiple Instance Learning for Histological Image Classification. In Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support. Springer International Publishing; 2018. pp. 274-281. |
Conference Papers top
| . Self-supervised graph representations of WSIs. In Geometric Deep Learning in Medical Image Analysis. In Press. |
| . SIRA: Relightable Avatars from a Single Image. In Winter Conference on Applications of Computer Vision (WACV). 2023. |
| . 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. 2022. |
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. 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) |
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. Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22. In EMNLP 2022 Seventh Conference on Machine Translation (WMT22). 2022. (295.68 KB) |
Theses top
| . Super-resolution and semantic segmentation of remote sensing images using deep learning techniques. . Signal Theory and Communications Department. 2022. |
| . Few-shot 3D Reconstruction of Body Parts with Deep Neural Networks. . Signal Theory and Communications. 2022. |
| . Data and methods for a visual understanding of sign languages. . Signal Theory and Communications. 2022. |
| . Image and Video Object Segmentation in Low Supervision Scenarios. . Computer Architectures. [Barcelona]: Universitat Politecnica de Catalunya; 2021. |
| . Sports broadcasting and multiple object tracking with deep learning methods. . Signal Theory and Communications. 2021. |
Other top
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. Sign Language Translation based on Transformers for the How2Sign Dataset. . 2022 . (1.56 MB) |
Report |
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. Multimodal 3D Hand Pose Enhancement for Sign Language. . 2022 . (1.2 MB) |
Report |
| . Topic Detection from Sign Language Videos. . 2022. | Ms Thesis |
| . Towards Sign Language Translation and Production. 2022. | Presentation |
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. Exploring Visual Representations for Sign Language Translation. . 2022. (700.12 KB) |
Ms Thesis |