Journal Club

Google Cloud Next

https://cloud.withgoogle.com/next/hub <--- maybe best picks next week?

i.e.

• Serverless performance and security: https://youtu.be/zMN56phAyns?t=4607

• Looker and Google Sheets: https://youtu.be/zMN56phAyns?t=4807

etc

Attention Is All You Need

https://arxiv.org/pdf/1706.03762.pdf

An Image is worth 16X16 words

https://arxiv.org/pdf/2010.11929.pdf

MLP-Mixer: An all-MLP Architecture for Vision

https://arxiv.org/pdf/2105.01601.pdf

Notes

Neocognitron: A Hierarchical Neural Network Capable of Visual Pattern Recognition

http://vision.stanford.edu/teaching/cs131_fall1415/lectures/Fukushima1988.pdf

Gradient-based learning applied to document recognition

https://ieeexplore.ieee.org/document/726791

Big Transfer (BiT): General Visual Representation Learning

https://arxiv.org/abs/1912.11370

Sparse Sequence-to-Sequence Models

https://arxiv.org/abs/1905.05702

The unreasonable effectiveness of data

https://static.googleusercontent.com/media/research.google.com/en//pubs/archive/35179.pdf

Bitter Lesson

http://www.incompleteideas.net/IncIdeas/BitterLesson.html

Hackaton

Reactive Notebooks for R

http://herbsusmann.com/reactor

JS Modules & chain of custody in the DOM

discussion, in the context of Praful's image bioinformatics work

https://observablehq.com/@episphere/img3

Bridging to the Web

Julia's turn:

https://github.com/JuliaGizmos/WebIO.jl

https://github.com/Keno/julia-wasm (2 routes)

Connect Concepts

Data modeling with linking (LOD), could/does it work?

playground material:

https://www.easyrdf.org/converter

let's start with a table: https://data.cdc.gov/resource/muzy-jte6.csv?$limit=3

Concept IDs

... preparing for FAIR Friday.