Fojo D, Campos V, Giró-i-Nieto X. Comparing Fixed and Adaptive Computation Time for Recurrent Neural Network. In: International Conference on Learning Representations (ICLR). International Conference on Learning Representations (ICLR). Vancouver, Canada; 2018. (515.54 KB) |
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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: International Conference on Learning Representations (ICLR). International Conference on Learning Representations (ICLR). ; 2018. |
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Górriz M, Aparicio A, Raventós B, López-Codina D, Vilaplana V, Sayrol E. Leishmaniasis Parasite Segmentation and Classification Using Deep Learning. In: International Conference on Articulated Motion and Deformable Objects. International Conference on Articulated Motion and Deformable Objects. Palma, Spain; 2018. |
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Gullón N. Retinal lesions segmentation using CNNs and adversarial training Vilaplana V. 2018 . |
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Batiste G. Generative Adversarial Networks for Anomaly Detection in Images Vilaplana V. 2018 . |
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Combalia M, Vilaplana V. Monte-Carlo Sampling Applied to Multiple Instance Learning for Histological Image Classification. In: Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support. Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support. Springer International Publishing; 2018. pp. 274-281. |
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Campos V, Giró-i-Nieto X, Jou B, Torres J, Chang S-F. Sentiment concept embedding for visual affect recognition. In: Multimodal Behavior Analysis in theWild. 1st ed. Multimodal Behavior Analysis in theWild. Elsevier; 2018. |
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Arenas C. Video Understanding through the Disentanglement of Appearance and Motion Giró-i-Nieto X, Campos V, Palacio S. 2018 . (1.06 MB) |
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Roselló CBonín. Brain lesion segmentation using Convolutional Neuronal Networks Casamitjana A, Vilaplana V. 2018 . (3.15 MB) |
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Casamitjana A, Catà M, Sánchez I, Combalia M, Vilaplana V. Cascaded V-Net Using ROI Masks for Brain Tumor Segmentation. In: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries. BrainLes 2017. Vol. 10670. Crimi A., Bakas S., Kuijf H., Menze B., Reyes M. (eds). Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries. BrainLes 2017. Cham: Springer; 2018. pp. 381-391. |
