Could you use a big curve to predict the weather? Yes, given enormous amounts of data. We're already doing it! To make a wind chamber simulator? Yes, if you can keep as many parameters as possible fixed, and if you can densely sample training data for the parameters that do vary
MACHINE LEARNING
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Finding simpler better AI methods beyond GANs and RLHF
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people spent years optimizing GANs before realizing that diffusion models were simpler and better people spent years developing RLHF before realizing that DPO is simpler and better what are we working on rn? i want to find the simpler and better version and work on that instead
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Protein Design Breakthrough: AI Transforms Biology Three Years Post-AlphaFold2
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3 years after the #AlphaFold2 moment, we've never been in a better position to design new proteins, antibodies, enzymes, and vaccines from scratch, thanks to transformer and diffusion #AI models
Dedicated new issue @NatureBiotech w/ primers & reviews https://
nature.com/nbt/volumes/42
/issues/2
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Five Tactics for People-First Data and AI Strategy
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Our Field CTOs share five tactics to help your organization create a people-first data + AI strategy — a critical part of integrating #AI and #ML into your organizations. Learn more https://
bit.ly/3OfirzR -
DoRA: Weight-Decomposed Low-Rank Adaptation Technique
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DoRA: Weight-Decomposed Low-Rank Adaptation Liu et al.: https://
arxiv.org/abs/2402.09353 #ArtificialIntelligence #DeepLearning #MachineLearning -
DoRA: Weight-Decomposed Low-Rank Adaptation for Models
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DoRA: Weight-Decomposed Low-Rank Adaptation Liu et al.: https://
arxiv.org/abs/2402.09353 #ArtificialIntelligence #DeepLearning #MachineLearning -
Mental World Models vs Video Generation: Survival-Optimized Cognition
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Our own mental world models are probably not as capable as video generation models, as in we can’t ‘generate’ a stream of high resolution detailed images at 30fps. Instead, our mental world models are highly optimized to facilitate our survival as an individual and as a species.
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Synclabs AI lip-syncing for voice cloning and dubbing will be indistinguishable in 12 months
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Synclabs develops AI generated video lip-syncing for voice cloning, dubbing, and dialogue modification.
— AI Breakfast (@AiBreakfast) 17 février 2024
Within ~12mo, this technology will be indiscernible from the real thing.
Here’s Lex Fridman speaking to Mark Zuckerberg in lip-synced Hindi: pic.twitter.com/KXJ8POqPCVSynclabs develops AI generated video lip-syncing for voice cloning, dubbing, and dialogue modification. Within ~12mo, this technology will be indiscernible from the real thing. Here’s Lex Fridman speaking to Mark Zuckerberg in lip-synced Hindi:
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Python, Machine Learning, MLOps, CV/NLP, LLMs tutorials daily
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If you are interested in: – Python – Machine Learning – MLOps – CV/NLP – LLMs Find me → @Sumanth_077 Everyday, I share tutorials on above topics! Like/RT the first tweet to help this reach more people!
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Machine Learning for Beginners: Complete Guide to ML Techniques and Projects
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3. Machine Learning for Beginners This covers and helps you learn: – Various ML Techniques
– Building your first ML Project right from data collection to create a web app for a trained model
– NLP Techniques
– Times Series
– Reinforcement Learning https://
microsoft.github.io/ML-For-Beginne
rs/#/
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