Attention is all you need
The dominant sequence transduction models are based on complex recurrent orconvolutional
neural networks in an encoder and decoder configuration. The best performing such …
neural networks in an encoder and decoder configuration. The best performing such …
Influence of cytochrome P450 polymorphisms on drug therapies: pharmacogenetic, pharmacoepigenetic and clinical aspects
M Ingelman-Sundberg, SC Sim, A Gomez… - Pharmacology & …, 2007 - Elsevier
The polymorphic nature of the cytochrome P450 (CYP) genes affects individual drug response
and adverse reactions to a great extent. This variation includes copy number variants (…
and adverse reactions to a great extent. This variation includes copy number variants (…
Bovine whey proteins–Overview on their main biological properties
Whey, a liquid by-product, is widely accepted to contain many valuable constituents. These
include especially proteins that possess important nutritional and biological properties – …
include especially proteins that possess important nutritional and biological properties – …
[HTML][HTML] Assessing the evidence for stakeholder engagement in biodiversity conservation
Engaging local stakeholders is a central feature of many biodiversity conservation and natural
resource management projects globally. Current literature on engagement predominantly …
resource management projects globally. Current literature on engagement predominantly …
Tensor2tensor for neural machine translation
… • tf.contrib.layers.rev block, implementing a memory-efficient block of reversible layers as
presented in Gomez et al. (2017), was first implemented and exercised in Tensor2Tensor …
presented in Gomez et al. (2017), was first implemented and exercised in Tensor2Tensor …
The reversible residual network: Backpropagation without storing activations
Residual Networks (ResNets) have demonstrated significant improvement over traditional
Convolutional Neural Networks (CNNs) on image classification, increasing in performance as …
Convolutional Neural Networks (CNNs) on image classification, increasing in performance as …
Tranception: protein fitness prediction with autoregressive transformers and inference-time retrieval
The ability to accurately model the fitness landscape of protein sequences is critical to a wide
range of applications, from quantifying the effects of human variants on disease likelihood, …
range of applications, from quantifying the effects of human variants on disease likelihood, …
One model to learn them all
Deep learning yields great results across many fields, from speech recognition, image
classification, to translation. But for each problem, getting a deep model to work well involves …
classification, to translation. But for each problem, getting a deep model to work well involves …
Depthwise separable convolutions for neural machine translation
Depthwise separable convolutions reduce the number of parameters and computation used
in convolutional operations while increasing representational efficiency. They have been …
in convolutional operations while increasing representational efficiency. They have been …
[BOOK][B] Statistical procedures for agricultural research
KA Gomez, AA Gomez - 1984 - books.google.com
Here in one easy-to-understand volume are the statistical procedures and techniques the
agricultural researcher needs to know in order to design, implement, analyze, and interpret the …
agricultural researcher needs to know in order to design, implement, analyze, and interpret the …