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Focusing Attention: Towards Accurate Text Recognition in Natural Images
TLDR
We propose an attention-based encoder-decoder framework that learns the mapping between input images and output sequences in a purely data-driven way. Expand
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A new taxonomy-based protein fold recognition approach based on autocross-covariance transformation
TLDR
A simple and powerful method is presented for taxonomic fold recognition, which combines support vector machine (SVM) with autocross-covariance (ACC) transformation. Expand
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AON: Towards Arbitrarily-Oriented Text Recognition
TLDR
We develop the arbitrary orientation network (AON) to directly capture the deep features of irregular texts, which are combined into an attention-based decoder to generate character sequence. Expand
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Edit Probability for Scene Text Recognition
TLDR
We propose a novel method called edit probability (EP) for scene text recognition. Expand
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Recursive mechanism: towards node differential privacy and unrestricted joins
TLDR
We propose a novel differentially private mechanism that supports unrestricted joins, to release an approximation of a linear statistic of the result of some positive relational algebra calculation over a sensitive database. Expand
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Robust Median Reversion Strategy for Online Portfolio Selection
TLDR
In this paper, we propose to exploit the reversion phenomenon by using robust L1-median estimators, and design a novel online portfolio selection strategy named “Robust Median Reversion” (RMR), which constructs optimal portfolios based on the improved reversion estimator. Expand
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Shortest path and distance queries on road networks: towards bridging theory and practice
TLDR
This paper presents Arterial Hierarchy (AH), an index structure that narrows the gap between theory and practice in answering shortest path and distance queries on road networks. Expand
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Cassava genome from a wild ancestor to cultivated varieties
Cassava is a major tropical food crop in the Euphorbiaceae family that has high carbohydrate production potential and adaptability to diverse environments. Here we present the draft genome sequencesExpand
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Distributed Localization Using a Moving Beacon in Wireless Sensor Networks
TLDR
We propose a distributed method to localization of sensor nodes using a single moving beacon, where sensor nodes compute their position estimate based on the range-free technique. Expand
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Improving compound–protein interaction prediction by building up highly credible negative samples
TLDR
A systematic method of screening reliable negative samples of compound–protein interactions via an in silico screening method. Expand
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