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The paper:

https://t.co/zYNA51w6fv

2/2

The paper: https://t.co/zYNA51w6fv 2/2

Research Scientist @meta (FAIR), Prof. @Unige_en, co-founder @nc_shape. I like reality.

avatar for François Fleuret
François Fleuret
Fri Nov 07 14:18:03
There is a paper from 2017 that introduced a trick that I love but never seen used.

Consider two linear layers f and g that you initialize with the same parameters, and then you use

h(x)=f(relu(x))+g(-relu(-x))

Then at initialization, h is linear!

1/2

There is a paper from 2017 that introduced a trick that I love but never seen used. Consider two linear layers f and g that you initialize with the same parameters, and then you use h(x)=f(relu(x))+g(-relu(-x)) Then at initialization, h is linear! 1/2

Research Scientist @meta (FAIR), Prof. @Unige_en, co-founder @nc_shape. I like reality.

avatar for François Fleuret
François Fleuret
Fri Nov 07 14:18:02
There is a paper from 2017 that introduced a trick that I love but never seen used.

Consider two linear layers f and g that you initialize with the same parameters, and then you use

h(x)=f(relu(x))+g(-relu(-x))

Then at initialization, h is linear!

1/2

There is a paper from 2017 that introduced a trick that I love but never seen used. Consider two linear layers f and g that you initialize with the same parameters, and then you use h(x)=f(relu(x))+g(-relu(-x)) Then at initialization, h is linear! 1/2

The paper: https://t.co/zYNA51w6fv 2/2

avatar for François Fleuret
François Fleuret
Fri Nov 07 14:18:02
Omarchy is omakase, but personal substitutions are always very welcome. Great walkthrough from Typecraft on how to use Stow and tailoring scripts to automate your substitutions 👌

Omarchy is omakase, but personal substitutions are always very welcome. Great walkthrough from Typecraft on how to use Stow and tailoring scripts to automate your substitutions 👌

Father of three, Creator of Ruby on Rails + Omarchy, Co-owner & CTO of 37signals, Shopify director, NYT best-selling author, and Le Mans 24h class-winner.

avatar for DHH
DHH
Fri Nov 07 14:15:58
RT @agusegui: more wallpapers for y’all 🔥 load in 4K 

+ PRO tips to create your own using the @paper fluted glass shader: https://t.co/t9h…

RT @agusegui: more wallpapers for y’all 🔥 load in 4K + PRO tips to create your own using the @paper fluted glass shader: https://t.co/t9h…

Creator of @tailwindcss. Listener of Slayer. Austin 3:16.

avatar for Adam Wathan
Adam Wathan
Fri Nov 07 14:09:33
Every successful solopreneur I know did the same thing:

Picked something specific, told everyone about it daily, improved it based on feedback, and ignored literally everything else.

Every successful solopreneur I know did the same thing: Picked something specific, told everyone about it daily, improved it based on feedback, and ignored literally everything else.

The $10M Solopreneur | Helping 100,000+ burned-out corporate professionals build six-figure, one-person online businesses at https://t.co/27OAdtwjh5

avatar for Justin Welsh
Justin Welsh
Fri Nov 07 14:07:02
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