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The genome of the mesopolyploid crop species Brassica rapa
We report the annotation and analysis of the draft genome sequence of Brassica rapa accession Chiifu-401-42, a Chinese cabbage. We modeled 41,174 protein coding genes in the B. rapa genome, which hasExpand
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Moment Matching for Multi-Source Domain Adaptation
We propose a new deep learning approach, Moment Matching for Multi-Source Domain Adaptation (M3SDA), which aims to transfer knowledge learned from multiple labeled source domains to an unlabeled target domain by dynamically aligning moments of their feature distributions. Expand
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Resequencing of 31 wild and cultivated soybean genomes identifies patterns of genetic diversity and selection
We report a large-scale analysis of the patterns of genome-wide genetic variation in soybeans. We re-sequenced a total of 17 wild and 14 cultivated soybean genomes to an average of approximately ×5Expand
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Altitude adaptation in Tibet caused by introgression of Denisovan-like DNA
As modern humans migrated out of Africa, they encountered many new environmental conditions, including greater temperature extremes, different pathogens and higher altitudes. These diverseExpand
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Visualization and analysis of single-cell RNA-seq data by kernel-based similarity learning
We present single-cell interpretation via multikernel learning (SIMLR), an analytic framework and software which learns a similarity measure from single- cell RNA-seq data in order to perform dimension reduction, clustering and visualization. Expand
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The draft genome of watermelon (Citrullus lanatus) and resequencing of 20 diverse accessions
Watermelon, Citrullus lanatus, is an important cucurbit crop grown throughout the world. Here we report a high-quality draft genome sequence of the east Asia watermelon cultivar 97103 (2n = 2× = 22)Expand
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Multi-scale weighted gradient-based fusion for multi-focus images
We propose a novel multi-scale weighted gradient-based fusion method to solve the fusion problems raised by anisotropic blur and mis-registration in multi-focus images. Expand
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The Complete Chloroplast Genome Sequence of Cephalotaxus oliveri (Cephalotaxaceae): Evolutionary Comparison of Cephalotaxus Chloroplast DNAs and Insights into the Loss of Inverted Repeat Copies in
We have determined the complete chloroplast (cp) genome sequence of Cephalotaxus oliveri. The genome is 134,337 bp in length, encodes 113 genes, and lacks inverted repeat (IR) regions. Genome-wideExpand
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Genome sequencing reveals insights into physiology and longevity of the naked mole rat
The naked mole rat (Heterocephalus glaber) is a strictly subterranean, extraordinarily long-lived eusocial mammal. Although it is the size of a mouse, its maximum lifespan exceeds 30 years, makingExpand
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Unsupervised metric fusion by cross diffusion
We propose a fusion algorithm which outputs enhanced metrics by combining multiple given metrics (similarity measures). Expand
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