Deep learning

Type Start End
Internal Jun 2014 Dec 2020
Responsible URL
Xavier Giró-i-Nieto

Publications

Fernàndez D, Woodward A, Campos-Camuñez V, Jou B, Giró-i-Nieto X, Chang S-F. More cat than cute? Interpretable Prediction of Adjective-Noun Pairs. In: ACM Multimedia 2017 Workshop on Multimodal Understanding of Social, Affective and Subjective Attributes. ACM Multimedia 2017 Workshop on Multimodal Understanding of Social, Affective and Subjective Attributes. Mountain View, CA (USA): ACM SIGMM; In Press.
Assens M, McGuinness K, Giró-i-Nieto X, O'Connor N. SaltiNet: Scan-path Prediction on 360 Degree Images using Saliency Volumes. In: ICCV Workshop on Egocentric Perception, Interaction and Computing. ICCV Workshop on Egocentric Perception, Interaction and Computing. ; In Press. (1.45 MB)
Jiménez A, Álvarez JM, Giró-i-Nieto X. Class Weighted Convolutional Features for Visual Instance Search. In: 28th British Machine Vision Conference (BMVC). 28th British Machine Vision Conference (BMVC). London, UK; In Press. (3.56 MB)
Campos V, Sastre F, Yagües M, Bellver M, Giró-i-Nieto X, Torres J. Distributed training strategies for a computer vision deep learning algorithm on a distributed GPU cluster. In: International Conference on Computational Science (ICCS). International Conference on Computational Science (ICCS). Zurich, Switzerland: Elsevier; 2017. (576.67 KB)
Romero-Lopez A, Burdick J, Giró-i-Nieto X, Marques O. The Impact of Segmentation on the Accuracy and Sensitivity of a Melanoma Classifier based on Skin Lesion Images. In: Annual Meeting of the Society of Imaging Informatics in Medicine (SIIM). Annual Meeting of the Society of Imaging Informatics in Medicine (SIIM). Pittsburgh, PA, USA: Society of Imaging Informatics for Medicine; 2017. (433.28 KB)
Lin X, Campos V, Giró-i-Nieto X, Torres J, Canton-Ferrer C. Disentangling Motion, Foreground and Background Features in Videos. In: CVPR 2017 Workshop Brave New Motion Representations. CVPR 2017 Workshop Brave New Motion Representations. ; 2017. (370.64 KB)
Torres J, Sastre F, Yagües M, Campos V, Giró-i-Nieto X. Scaling a Convolutional Neural Network for classification of Adjective Noun Pairs with TensorFlow on GPU Clusters. In: 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid). 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid). Madrid, Spain: IEEE; 2017.
Salvador A, Hynes N, Aytar Y, Marin J, Ofli F, Weber I, Torralba A. Learning Cross-modal Embeddings for Cooking Recipes and Food Images. In: CVPR. CVPR. Honolulu, Hawaii, USA: CVF / IEEE; 2017.
Romero-Lopez A, Burdick J, Giró-i-Nieto X, Marques O. Skin Lesion Classification from Dermoscopic Images using Deep Learning. In: The 13th IASTED International Conference on Biomedical Engineering (BioMed 2017). The 13th IASTED International Conference on Biomedical Engineering (BioMed 2017). Innsbruck Austria; 2017. (648.62 KB)
Salvador A. Artificial intelligence suggests recipes based on food photos. 2017 ;2017.

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