Deep learning

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

Publications

Campos V, Jou B, Giró-i-Nieto X, Torres J, Chang S-F. Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks. In: ; Submitted. (427.72 KB)
Fernàndez D, Woodward A, Campos 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. (9.62 MB)
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. (2.34 MB)
Casamitjana A, Sánchez I, Combalia M, Vilaplana V. Augmented V-Net for infant brain segmentation. In: MICCAI Grand Challenge on 6-month Infant Brain MRI Segmentation, MICCAI 2017. MICCAI Grand Challenge on 6-month Infant Brain MRI Segmentation, MICCAI 2017. ; 2017.
Casamitjana A, Sánchez I, Combalia M, Vilaplana V. Augmented V-Net for White Matter Hyperintensities segmentation. In: WMH Segmentation Challenge, Brain-lesion Workshop, MICCAI 2017 . WMH Segmentation Challenge, Brain-lesion Workshop, MICCAI 2017 . ; 2017.
Catà M, Casamitjana A, Sánchez I, Combalia M, Vilaplana V. Masked V-Net: an approach to brain tumor segmentation. In: Multimodal Brain Tumor Segmentation Benchmark, Brain-lesion Workshop, MICCAI 2017 . Multimodal Brain Tumor Segmentation Benchmark, Brain-lesion Workshop, MICCAI 2017 . ; 2017.
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; 2017. (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)

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