2021-10-13 OCT
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.