SLEMM: million-scale genomic predictions with window-based SNP weighting
Sign Up to like & getrecommendations! Published in 2023 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btad127
Abstract: Abstract Motivation The amount of genomic data is increasing exponentially. Using many genotyped and phenotyped individuals for genomic prediction is appealing yet challenging. Results We present SLEMM (short for Stochastic-Lanczos-Expedited Mixed Models), a new software… read more here.
Keywords: snp weighting; slemm million; million scale; scale genomic ... See more keywords
Seis-PnSn: A Global Million-Scale Benchmark Data Set of Pn and Sn Seismic Phases for Deep Learning
Sign Up to like & getrecommendations! Published in 2024 at "Seismological Research Letters"
DOI: 10.1785/0220230379
Abstract: The seismic phases Pn and Sn play a crucial role in investigating the velocity and anisotropic characteristics of the uppermost mantle. However, manually annotating these phases can be time-intensive and prone to subjective interpretation. Consequently,… read more here.
Keywords: deep learning; global million; scale benchmark; million scale ... See more keywords
WebFace260M: A Benchmark for Million-Scale Deep Face Recognition
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.48550/arxiv.2204.10149
Abstract: In this paper, we contribute a new million-scale recognition benchmark, containing uncurated 4M identities/260M faces (WebFace260M) and cleaned 2M identities/42M faces (WebFace42M) training data, as well as an elaborately designed time-constrained evaluation protocol. Firstly, we… read more here.
Keywords: recognition; face recognition; face; million scale ... See more keywords