Deep learning

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

Publications

Górriz M, Antony J, McGuinness K, Giró-i-Nieto X, O'Connor N. Assessing Knee OA Severity with CNN attention-based end-to-end architectures. In: MIDL. MIDL. ; Submitted.
Isart A, Espasa M, Vilaplana V, Sayrol E. CNN-based bacilli detection in sputum samples for tuberculosis diagnosis. In: International Symposium on Biomedical Imaging (ISBI 2019). International Symposium on Biomedical Imaging (ISBI 2019). ; In Press.
Gullón N, Vilaplana V. Retinal lesions segmentation using CNNs and adversarial training. In: International Symposium on Biomedical Imaging (ISBI 2019). International Symposium on Biomedical Imaging (ISBI 2019). ; In Press.
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)
Nieto JJosé. Video Saliency Prediction with Deep Neural Networks Mohedano E, McGuinness K, Giró-i-Nieto X. 2019 . (2.17 MB)
Tubau M. Wav2Pix: Enhancement and Evaluation of a Speech-conditioned Image Generator Duarte A, Giró-i-Nieto X. 2019 .
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; 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: ECCV 2018 Women in Computer Vision (WiCV) Workshop. ECCV 2018 Women in Computer Vision (WiCV) Workshop. ; 2018. (2.55 MB)
Campos V, Giró-i-Nieto X, Torres J. Importance Weighted Evolution Strategies. In: NIPS 2018 Deep Reinforcement Learning Workshop . NIPS 2018 Deep Reinforcement Learning Workshop . Montreal, Quebec; 2018. (362.25 KB)
Xu Z, Vilaplana V, Morros JR. 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. ; 2018.

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