Publications
Journal Articles
| . NeAT: a nonlinear analysis toolbox for neuroimaging. Neuroinformatics. In Press;. |
| . Fruit detection and 3D location using instance segmentation neural networks and structure-from-motion photogrammetry. Computers and Electronics in Agriculture. 2020;169. |
| . Differential expression of long non-coding RNAs related to proliferation and histological diversity in follicular lymphomas. British Journal of Haematology. 2019;184(3):373-383. |
| . Benchmark on Automatic 6-month-old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge. IEEE Transactions on Medical Imaging. 2019;. |
| . Prediction of amyloid pathology in cognitively unimpaired individuals using voxelwise analysis of longitudinal structural brain MRI. Alzheimer's Research & Therapy. 2019;11(1). |
Book Chapters & Books top
| . VLX-Stories: building an online Event Knowledge Base with Emerging Entity detection. In The Semantic Web – ISWC 2019. Auckland, New Zealand; In Press. |
| . 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
. Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills. In Submitted.  (6.89 MB) |
| . Weakly Supervised Semantic Segmentation for Remote Sensing Hyperspectral Imaging. In International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020). In Press. |
| . VLX-Stories: a Semantically Linked Event platform for media publishers. In International Semantic Web Conference (ISWC). Auckland, New Zealand; In Press. |
|
. Recurrent Instance Segmentation using Sequences of Referring Expressions. In NeurIPS workshop on Visually Grounded Interaction and Language (ViGIL). Vancouver, Canada; In Press. (1.13 MB) |
|
. Hate Speech in Pixels: Detection of Offensive Memes towards Automatic Moderation. In NeurIPS 2019 Workshop on AI for Social Good. Vancouver, Canada; In Press. (1.91 MB) |
Theses top
| . Study of early stages of Alzheimer’s disease using magnetic resonance imaging. . Signal Theory and Communications. [Barcelona]: Universitat Politècnica de Catalunya; 2019. |
| . Computer Vision beyond the visible: Image understanding through language. . Signal Theory and Communications. [Barcelona]: Universitat Politecnica de Catalunya; 2019. |
| . Semantic and Generic Object Segmentation for Scene Analysis Using RGB-D Data. . Signal Theory and Communications (TSC). [download link]: Universitat Politècnica de Catalunya (UPC); 2018. |
| . Multi-view depth coding based on a region representation combining color and depth information. . Signal Theory and Communications (TSC). Universitat Politècnica de Catalunya (UPC); 2017. |
|
. Study of Gene Regulatory Networks Inference Methods from Gene Expression Data. . 2017. (2.73 MB) |
Other top
| . Attention-based multi-view 3D reconstruction models. . Submitted. | Ms Thesis |
|
. Automatic Reminiscence Therapy for Dementia. arXiv; 2019. (4.37 MB) |
Unpublished |
| . The pillars of the Computer Vision Catalan Alliance. 2019. | Presentation |
|
. Recurrent Instance Segmentation with Linguistic Referring Expressions. . 2019. (3.6 MB) |
Ms Thesis |
| . Synthesis of acne images for data augmentation with generative adversarial networks. . 2019. | Ms Thesis |