ML News: Microsoft combines Images & Text • Meta makes artificial skin • Russians replicate DALL-E •

In this AI video ...

The latest and greatest from the Machine Learning world.

Timeline

0:00 - Intro
0:15 - Sponsor: Weights & Biases Tables
3:25 - Microsoft Turing Bletchley: Universal Image Language Representation Model
6:35 - Meta AI Tactile Sensing
9:55 - AnimeGANv2
11:35 - General In-Hand Object Re-Orientation
13:05 - Does Facebook score the "Anger" Emoji too high?
17:05 - IsomorphicLabs: New Alphabet Company for Drug Discovery
18:15 - ruDALL-E: Russian DALL-E
20:40 - Image Scaling Attacks
23:25 - Azure OpenAI Service
24:10 - Neural MMO
25:40 - ArxivDOOM
26:50 - ARC Game
29:35 - ResNeXtGuesser
29:55 - Zillow loses money based on AI home price estimation
31:35 - Helpful Things
35:40 - AI will make your company great! Promise, Human!

References

Microsoft Turing Bletchley: Universal Image Language Representation Model
https://www.microsoft.com/en-us/research/blog/turing-bletchley-a-universal-image-language-representation-model-by-microsoft/?utm_source=pocket_mylist
https://turing.microsoft.com/bletchley

Meta AI Tactile Sensing
https://ai.facebook.com/blog/teaching-robots-to-perceive-understand-and-interact-through-touch
https://ai.facebook.com/blog/reskin-a-versatile-replaceable-low-cost-skin-for-ai-research-on-tactile-perception
https://twitter.com/AIatMeta/status/1455144066698596357

AnimeGANv2
https://huggingface.co/spaces/akhaliq/AnimeGANv2
https://github.com/bryandlee/animegan2-pytorch
https://github.com/TachibanaYoshino/AnimeGANv2
https://tachibanayoshino.github.io/AnimeGANv2/

General In-Hand Object Re-Orientation
https://taochenshh.github.io/projects/in-hand-reorientation
https://arxiv.org/abs/2111.03043

Does Facebook score the “Anger” Emoji too high?
https://www.washingtonpost.com/technology/2021/10/26/facebook-angry-emoji-algorithm/

IsomorphicLabs: New Alphabet Company for Drug Discovery
https://twitter.com/demishassabis/status/1456283985554939907
https://www.isomorphiclabs.com/blog

ruDALL-E: Russian DALL-E
https://github.com/sberbank-ai/ru-dalle
https://huggingface.co/spaces/anton-l/rudall-e
https://colab.research.google.com/github/tg-bomze/collection-of-notebooks/blob/master/Text2Image_v4.ipynb
https://huggingface.co/sberbank-ai/rudalle-Malevich?text=attention+is+all+you+need
https://rudalle.ru/
https://habr.com/ru/company/sberbank/blog/586926/
https://habr-com.translate.goog/ru/company/sberbank/blog/586926/?_x_tr_sl=auto&_x_tr_tl=en&_x_tr_hl=en-US&_x_tr_pto=nui

Image Scaling Attacks
https://twitter.com/AlexTamkin/status/1456149826337263621
https://twitter.com/rzhang88/status/1456324822833762304
https://arxiv.org/abs/2104.11222
https://twitter.com/arxiv_org/status/1241847623616618497
https://bifold.berlin/preventing-image-scaling-attacks-on-machine-learning/
https://embracethered.com/blog/posts/2020/husky-ai-image-rescaling-attacks/

Azure OpenAI Service
https://blogs.microsoft.com/ai/new-azure-openai-service/
https://azure.microsoft.com/en-us/services/openai-service/#overview

Neural MMO
https://openai.com/blog/neural-mmo/
https://github.com/jsuarez5341/neural-mmo-client
https://github.com/jsuarez5341/neural-mmo
https://jsuarez5341.github.io/neural-mmo/build/html/rst/game_wiki.html#icon-combat
https://jsuarez5341.github.io/neural-mmo/build/html/rst/userguide.html#neural-mmo-at-neurips-2021
https://arxiv.org/abs/2110.07594

ArxivDOOM
https://sniklaus.com/arxivdoom

ARC Game
https://github.com/volotat/ARC-Game
https://volotat.github.io/ARC-Game/

ResNeXtGuesser
https://twitter.com/resnextguesser/status/1455270938719653890

Zillow loses money based on AI home price estimation
https://www.reddit.com/r/MachineLearning/comments/qlilnf/n_zillows_nnbased_zestimate_leads_to_massive/
https://www.cbsnews.com/news/zillow-layoffs-closing-zillow-offers-selling-homes/
https://www.businessinsider.com/zillow-offers-ibuyer-sell-phoenix-homes-at-a-loss-2021-10?r=US&IR=T
https://archive.ph/qEITQ

Helpful Things
https://github.com/PyTorchLightning/pytorch-lightning/releases/tag/1.5.0
https://www.reddit.com/r/MachineLearning/comments/qnktqk/p_league_of_legends_patch_1121_game_playing_ai/
https://devpost.com/software/iris-7s3yna
https://github.com/prabhuomkar/iris
https://araffin.github.io/post/rliable/
https://github.com/google-research/rliable
https://paperswithcode.com/dataset/medmnist-v2

AI will make your company great! Promise, Human!
https://fortune.com/2021/11/05/ai-artificial-intelligence-workplace-culture-collaboration-employee-morale-bcg/
https://sloanreview.mit.edu/projects/the-cultural-benefits-of-artificial-intelligence-in-the-enterprise/

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