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Bag of visual words and fusion methods for action recognition: Comprehensive study and good practice
TLDR
An evaluation and a generic analysis on 13 encoding methods.An evaluation on three fusion methods.Several good practices of the BoVW pipeline for action recognition. Expand
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Convolutional recurrent neural networks: Learning spatial dependencies for image representation
TLDR
We propose the convolutional recurrent neural network (C-RNN), which learns the spatial dependencies between image regions to enhance the discriminative power of image representation. Expand
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A Comparative Study of Encoding, Pooling and Normalization Methods for Action Recognition
TLDR
We investigate and evaluate encoding, pooling and normalization methods in BoVW based action recognition. Expand
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Sulforaphane improves chemotherapy efficacy by targeting cancer stem cell-like properties via the miR-124/IL-6R/STAT3 axis
Gastric carcinoma (GC) is the second leading cause of cancer-related mortality worldwide. The efficacy of standard chemotherapy for GC, such as cisplatin (CDDP), is dissatisfactory partly due to theExpand
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Developmental toxicity of cartap on zebrafish embryos.
Cartap is a widely used insecticide which belongs to a member of nereistoxin derivatives and acts on nicotinic acetylcholine receptor site. Its effects on aquatic species are of grave concern. ToExpand
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Genome comparison of two Magnaporthe oryzae field isolates reveals genome variations and potential virulence effectors
BackgroundRice blast caused by the fungus Magnaporthe oryzae is an important disease in virtually every rice growing region of the world, which leads to significant annual decreases of grain qualityExpand
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QTL mapping for salt tolerance at seedling stage in the interspecific cross of Gossypium tomentosum with Gossypium hirsutum
Soil salinity negatively affects growth and development as well as yield and fiber quality of cotton. The identification of quantitative trait loci (QTLs) for traits related to salt tolerance couldExpand
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Unraveling the Genetic Basis of Seed Tocopherol Content and Composition in Rapeseed (Brassica napus L.)
Background Tocopherols are important antioxidants in vegetable oils; when present as vitamin E, tocopherols are an essential nutrient for humans and livestock. Rapeseed (Brassica napus L, AACC, 2 n =Expand
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Learning Contextual Dependence With Convolutional Hierarchical Recurrent Neural Networks
TLDR
We propose an end-to-end deep learning framework to encode spatial and scale contextual dependencies in image representation, which is called C-HRNNs. Expand
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