Deep learning

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

Publications

Combalia M, Vilaplana V. Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification. In: Workshop on Deep Learning in Medical Image Analysis, MICCAI. Workshop on Deep Learning in Medical Image Analysis, MICCAI. Granada, Spain; Submitted.
Górriz M, Aparicio A, Raventós B, López-Codina D, Vilaplana V, Sayrol E. Leishmaniasis Parasite Segmentation and Classification Using Deep Learning. In: Articulated Motion and Deformable Objects. Articulated Motion and Deformable Objects. ; Submitted.
Surís D, Duarte A, Salvador A, Torres J, Giró-i-Nieto X. Cross-modal Embeddings for Video and Audio Retrieval. In: ECCV 2018 Women in Computer Vision Workshop. ECCV 2018 Women in Computer Vision Workshop. Munich, Germany; In Press. (1.09 MB)
Mohedano E, McGuinness K, Giró-i-Nieto X, O'Connor N. Saliency Weighted Convolutional Features for Instance Search. In: Content-Based Multimedia Indexing - CBMI. Content-Based Multimedia Indexing - CBMI. La Rochelle, France: IEEE; In Press. (3.8 MB)
Xu Z, Vilaplana V, Morros JRamon. Action Tube Extraction based 3D -CNN for RGB-D Action Recognition. In: International Conference on Content-Based Multimedia Indexing CBMI 2018. International Conference on Content-Based Multimedia Indexing CBMI 2018. ; In Press.
Salvador A, Bellver M, Baradad M, Campos V, Marqués F, Torres J, Giró-i-Nieto X. Recurrent Neural Networks for Semantic Instance Segmentation. In: ECCV 2018 Women in Computer Vision (WiCV) Workshop. ECCV 2018 Women in Computer Vision (WiCV) Workshop. ; 2018. (2.55 MB)
Combalia M, Vilaplana V. Monte-Carlo Sampling applied to Multiple Instance Learning for Whole Slide Image Classification. In: International Conference on Medical Imaging with Deep Learning. International Conference on Medical Imaging with Deep Learning. Amsterdam, The Netherlands; 2018.
Sánchez I, Vilaplana V. Brain MRI Super-Resolution using Generative Adversarial Networks. In: International Conference on Medical Imaging with Deep Learning. International Conference on Medical Imaging with Deep Learning. Amsterdam, The Netherlands; 2018.
Salvador A, Bellver M, Baradad M, Campos V, Marqués F, Torres J, Giró-i-Nieto X. Recurrent Neural Networks for Semantic Instance Segmentation. In: CVPR 2018 DeepVision Workshop. CVPR 2018 DeepVision Workshop. ; 2018. (199.14 KB)
Shou Z, Pan J, Chan J, Miyazawa K, Mansour H, Vetro A, Giró-i-Nieto X, Chang S-F. Online Action Detection in Untrimmed, Streaming Videos. In: European Conference on Computer Vision (ECCV). European Conference on Computer Vision (ECCV). Munich, German; 2018. (450.1 KB)

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