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.
Salvador A, Bellver M, Baradad M, Campos V, Marqués F, Torres J, Giró-i-Nieto X. From Pixels to Object Sequences: Recurrent Semantic Instance Segmentation. In: ; Submitted. (2.55 MB)
Bellver M, Maninis K-K, Pont-Tuset J, Torres J, Giró-i-Nieto X, Van Gool L. Detection-aided liver lesion segmentation using deep learning. In: ML4H: Machine Learning for Health Workshop at NIPS 2017. ML4H: Machine Learning for Health Workshop at NIPS 2017. ; In Press. (1 MB)
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)
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; In Press. (2.05 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.
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.

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