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Vinay Prabhu Profile picture
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7 May, 3 tweets, 3 min read
📢SPICEs: Survey Papers as Interactive Cheat-sheet Embeddings at #ICLR2021 @rethinkmlpapers workshop

Portal: bit.ly/3vLSdJx
Github: bit.ly/3utDHFT
Video:

Credits: @omarsar0 for the inspiration.
Co-authors: @joewhaley @MatthewMcAteer0
(2/n) Examples: Want to know more about what Machine learners mean when they say: "X- is all you need'?
We surveyed all 80-odd of them here.
Dataset: github.com/vinayprabhu/X-…
(3/3) X-former architecture survey you ask?
PDF: github.com/vinayprabhu/SP…

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More from @vinayprabhu

Vinay Prabhu Profile picture
3 May
(1/4) Taking a break from Twitter-break to post this PSA for #NLP twitter.
Thanks to recent work by @ryandcotterell 's group, Uniform Information Density hypothesis is back in vogue. Hailing from Info-theory background, I've heard variants of this idea & decided to dig up
(2/4) The search took me through the iconoclastic work of Ramon Ferrer-i-Cancho & finally landed me at "Konstanz im Kurzzeitgedächtnis - Konstanz im sprachlichen Informationsfluß?" published in 1980 by Gertraud Fenk-Oczlon. Upon writing to her, this is the reply I received ...
(3/4) Tagging NLP scholars I have recently come to know to amplify this should you deem it prudent and factually correct.
@emilymbender @hadyelsahar @alienelf @KreutzerJulia
Read 4 tweets
Vinay Prabhu Profile picture
4 Jan
🧵Thread celebrating 10 🔥#machinelearning PyPi packages that deserve much ♥️
Make sure to⭐️& cite the creators!
👉Colab: bit.ly/2Lg0lQu
👉Blog : bit.ly/2Xg0hCR
👉Github Repo: bit.ly/3nh67hY
👉PDF Collage : bit.ly/2L3pPAT ImageImage
(1/10) Neural Structured Learning- Tensorflow👊
[ Graphs aided Classification ]
Shameless 🔌 : My doctoral work was in this very domain: kilthub.cmu.edu/articles/thesi…

Credits: @gopalanarjun , @DaChengJuan1, @TensorFlow ImageImage
(2/10) Kymatio:Wavelet scattering in Python✌️
Psst: A lot of the easy datasets (read the x-mnist family / cats-v-dogs / Hot-Dog classification) require NO backprop/SGD training histrionics. Wavelet filters FTW!
Credits: @FlatironCCM , @meickenberg , @ebelilov , @lostanlen et al ImageImage
Read 11 tweets

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