language interfaces are going to be a big deal, i think. talk to the computer (voice or text) and get what you want, for increasingly complex definitions of "want"! this is an early demo of what's possible (still a lot of limitations–it's very much a research release).
MULTIMODAL AI
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AI Detection Engine Identifies Earth’s Longest Cow
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Breaking news: an AI-powered detection engine has identified the longest cow on earth >> Without context, data is just misleading! Do you agree? Credit: Ralph Aboujaoude Diaz
#technology #artificialintelligence #computervision #ai #data #ml #machinelearning -
Vision as Controlled Hallucination: Diffusion and Predictive Coding
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Vision is controlled hallucination. Therefore it can be solved by combining diffusion with predictive coding.
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TorchMultimodal: PyTorch Library for Multimodal Multi-Task Models
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TorchMultimodal is a @PyTorch library for training state-of-the-art multimodal multi-task models at scale. You can learn more and get started here https://
bit.ly/3XalYlA 6/6 -

AI Transforms Child Drawings Into Realistic Images
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Bring a child's drawing to life in this demo. By teaching AI to work effectively with this quintessential human form of creativity, we hope this project will move us closer to building AI that can understand the world from a human PoV https://
sketch.metademolab.com 4/6 -
Make-A-Video: Text-to-Video Generation Research
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Make-A-Video research builds on the progress made in text-to-image generation technology to enable text-to-video generation.
— AI at Meta (@AIatMeta) 29 novembre 2022
You can see examples of the videos here ➡️ https://t.co/g8JLL8xvLh
3/6 pic.twitter.com/J2oBu7oll2Make-A-Video research builds on the progress made in text-to-image generation technology to enable text-to-video generation. You can see examples of the videos here https://
makeavideo.studio 3/6 -
AI Predicts Heart Attack and Stroke Risk From Chest X-rays
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#AI program can predict heart attack, stroke risk within decade using single chest X-ray https://
studyfinds.org/ai-program-hea
rt-disease-x-ray/
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DALL-E Windows Midjourney Mac Stable Diffusion Linux
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DALL-E = Windows
Midjourney = Mac
Stable Diffusion = Linux -
Allen AI’s CLOSE Completes Visual Tasks From Text Inputs Alone
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No Images Are Needed! Allen AI’s CLOSE Learns to Complete Visual Tasks From Text Inputs Alone
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Conformal Prediction for Uncertainty in AI-Generated Images
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Hyper-realistic AI-generated images are becoming increasingly commonplace.
— MIT CSAIL (@MIT_CSAIL) 29 novembre 2022
Using conformal prediction, researchers show how to construct uncertainty intervals w/meaning, i.e. a person’s hair color or the amount they’re smiling: https://t.co/GqTCP7fWnu@swamiviv1 @phillip_isola pic.twitter.com/bBKKxgFQ2zHyper-realistic AI-generated images are becoming increasingly commonplace. Using conformal prediction, researchers show how to construct uncertainty intervals w/meaning, i.e. a person’s hair color or the amount they’re smiling: http://
bit.ly/3Fbuzxq @swamiviv1 @phillip_isola