Deep learning

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

Publications

Giró-i-Nieto X. Learning Where and When to Look. 2018 .
Fojo D. Reproducing and Analyzing Adaptive Computation Time in PyTorch and TensorFlow Campos V, Giró-i-Nieto X. 2018 . (1.41 MB)
Escur J. Exploring Automatic Speech Recognition with TensorFlow Costa-jussà MR, Giró-i-Nieto X. 2018 . (829.82 KB)
Salvador A, Baradad M, Giró-i-Nieto X, Marqués F. Recurrent Semantic Instance Segmentation. In: NIPS 2017 Women in Machine Learning Workshop (WiML). NIPS 2017 Women in Machine Learning Workshop (WiML). Long Beach, CA, USA: NIPS 2017 Women in Machine Learning Workshop; 2017. (1.15 MB)
Duarte A, Surís D, Salvador A, Torres J, Giró-i-Nieto X. Temporal-aware Cross-modal Embeddings for Video and Audio Retrieval. In: NIPS 2017 Women in Machine Learning Workshop (WiML). NIPS 2017 Women in Machine Learning Workshop (WiML). Long Beach, CA, USA: NIPS 2017 Women in Machine Learning Workshop; 2017. (155.1 KB)
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. ; 2017. (1 MB)
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; 2017. (9.62 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.

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