AdaAttN: Revisit Attention Mechanism in Arbitrary Neural Style Transfer
pdf: https://t.co/VaWfcR2kKh
abs: https://t.co/FtEfKs8Ekk
github: https://t.co/Y3IFKiKZok pic.twitter.com/xO9YwDZ3cK

— AK (@ak92501) August 10, 2021

I have no idea how I missed this. This is the most amazing thing I have seen in years! It's jupyter notebook with the scipy / pydata stack IN YOUR BROWSER!

This literally changes everything! https://t.co/XjMaqlPvMR

— Andreas Mueller (@amuellerml) August 9, 2021

Styleformer helps convert casual to formal sentences, formal to casual sentences, active to passive, and passive to active sentences.https://t.co/lzdW2XjR4c

Demo:https://t.co/EAhTKDFPfG pic.twitter.com/jjsG9Zcug2

— Daily Python Tip 🐍🐧 (@python_tip) August 7, 2021

QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension

This is an excellent overview of the QA landscape in NLP with numerous insightful observations by @annargrs @nlpmattg @IAugenstein.https://t.co/xD4Dmm886o pic.twitter.com/4oHABAPe40

— Sebastian Ruder (@seb_ruder) August 6, 2021

Video Contrastive Learning with Global Context
pdf: https://t.co/0kkXi2hu3X
abs: https://t.co/se2YGoaoo6
github: https://t.co/Rhn4WJjquM pic.twitter.com/HQlA0zw2O2

— AK (@ak92501) August 6, 2021

I've now released a library that lets you use comments as documentation, which I call "docments".

You can get it from here: https://t.co/7qOe3dwdLE pic.twitter.com/KNW9zEWEux

— Jeremy Howard (@jeremyphoward) August 6, 2021

Token Shift Transformer for Video Classification
pdf: https://t.co/sdbS5P5RpD
abs: https://t.co/w5UpOnjHjl
github: https://t.co/4KQ0rdfCHN pic.twitter.com/A2RA717L84

— AK (@ak92501) August 6, 2021

Vision Transformer with Progressive Sampling
pdf: https://t.co/UW4Q8YmWPi
abs: https://t.co/usaqUHuSkS

When trained from scratch on ImageNet, PS-ViT performs 3.8% higher than the vanilla ViT in terms of top-1 accuracy with about 4× fewer parameters and 10× fewer FLOPs pic.twitter.com/ikxFIUuk9M

— AK (@ak92501) August 5, 2021

You only got one life. How you spend it and who you spend it with matters. This chart shows who do we spend time with across our lifetime. It's a bit crazy to see visualized just how important coworkers are. Life is too short for toxic workplaces. Source: https://t.co/oxB10hF8HM pic.twitter.com/zz6IIOE9jN

— Simon Kuestenmacher (@simongerman600) August 4, 2021

Also did you know, you can assign a bash (!) command output directly to a python variable https://t.co/6qeZjoAP4d pic.twitter.com/MiFZdjhk6g

— Jeremy Howard (@jeremyphoward) August 4, 2021

Graphic from my column puts the risk of taking the AZ vaccine in perspective. I am disappointed that so much reporting on vaccines fails to put risks into context.

My column: https://t.co/XOBTf6zJPQ

A quick video summarizing the column: https://t.co/OtZBq4C3hT pic.twitter.com/OyEs4Nv9KF

— Simon Kuestenmacher (@simongerman600) August 3, 2021

S2-MLPv2: Improved Spatial-Shift MLP Architecture for Vision
paper: https://t.co/SXOcXSwt5n

Using 55M parameters, S2-MLPv2-Medium achieves an 83.6% top-1 accuracy on the ImageNet-1K benchmark using 224 × 224 images without self-attention and external training data pic.twitter.com/cqTNTvcsfg

— AK (@ak92501) August 3, 2021