[ML News] Microsoft combines Images & Text | Meta makes artificial skin | Russians replicate DALL-E

[ML News] Microsoft combines Images & Text | Meta makes artificial skin | Russians replicate DALL-E

Nov 22, 2021
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#mlnews #turing #reskin The latest and greatest from the Machine Learning world OUTLINE: 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! Sponsor: Weights & Biases https://wandb.com 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?s=09&t=K70DGbvdZNzfrN6uZzTuvg&utm_source=pocket_mylist 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/?utm_campaign=The%20Batch&utm_medium=email&_hsmi=178545675&_hsenc=p2ANqtz-81GmHTt04J5kbV0CHD6Oo6qlXZZGmk_36ArvcLn631roKuSUtLS7nZ-4wtWzcla9m9WsWGRJq1Y1rCu6UfaisuE8ur0A&utm_content=178542269&utm_source=hs_email IsomorphicLabs: New Alphabet Company for Drug Discovery https://twitter.com/demishassabis/status/1456283985554939907?s=20 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/?utm_source=pocket_mylist 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?utm_source=pocket_mylist ARC Game https://github.com/volotat/ARC-Game https://volotat.github.io/ARC-Game/? ResNeXtGuesser https://twitter.com/resnextguesser/status/1455270938719653890?utm_source=pocket_mylist 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/?utm_source=pocket_mylist 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/ Patreon: https://www.patreon.com/yannickilcher

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!
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