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Convolution

rawMSA: End-to-end Deep Learning using raw Multiple Sequence Alignments

Claudio Mirabello, Björn Wallner

Using distant supervision to augment manually annotated data for relation extraction

Peng Su, Gang Li, Cathy Wu, K. Vijay-Shanker

Enhanced convolutional neural network for plankton identification and enumeration

Kaichang Cheng, Xuemin Cheng, [ ... ], Mark C. Benfield

Automatic assessment of the cardiomyocyte development stages from confocal microscopy images using deep convolutional networks

Pavel Škrabánek, Alexandra Zahradníková jr.

Gradually focused fine-grained sketch-based image retrieval

Ming Zhu, Chun Chen, [ ... ], Wenxia Bao

Multi-stage models for the failure of complex systems, cascading disasters, and the onset of disease

Anthony J. Webster

Large-area, high-resolution characterisation and classification of damage mechanisms in dual-phase steel using deep learning

Carl Kusche, Tom Reclik, [ ... ], Sandra Korte-Kerzel

Prediction of binding property of RNA-binding proteins using multi-sized filters and multi-modal deep convolutional neural network

Taesu Chung, Dongsup Kim

Weakly supervised lesion localization for age-related macular degeneration detection using optical coherence tomography images

Hyun-Lim Yang, Jong Jin Kim, [ ... ], Min-Soo Kim

Breast cancer histopathological image classification using convolutional neural networks with small SE-ResNet module

Yun Jiang, Li Chen, Hai Zhang, Xiao Xiao

Statistical analysis of bitcoin during explosive behavior periods

José Antonio Núñez, Mario I. Contreras-Valdez, Carlos A. Franco-Ruiz

Deep convolutional neural networks for segmenting 3D in vivo multiphoton images of vasculature in Alzheimer disease mouse models

Mohammad Haft-Javaherian, Linjing Fang, [ ... ], Mert R. Sabuncu

3D Tune-In Toolkit: An open-source library for real-time binaural spatialisation

María Cuevas-Rodríguez, Lorenzo Picinali, [ ... ], Arcadio Reyes-Lecuona

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