In case you missed it amid the rest of the Muskian whirlwind, @By_CJewett and I peeked in on Elon's claim that he will test his Neuralink brain implant next year:
RESEARCH
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Jacobian Chaining Lifts 2D Diffusion Models for 3D Generation
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Score Jacobian Chaining: Lifting Pretrained 2D Diffusion Models for 3D Generation Wang et al.: https://
arxiv.org/abs/2212.00774 #ArtificialIntelligence #DeepLearning #MachineLearning -
CPMAI Framework for Real-World AI Project Management
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In this @Cognilytica #AIToday #podcast 'Applying CPMAI in the real world, Interview with Andre Barcaui, CPMAI' hosts @rschmelzer & @kath0134 interview @andrebarcaui
, Professor at @FGV & ask how #CPMAI helping him better run #aiprojects! Full episode: https://
cognilytica.com/2022/11/30/ai-
today-podcast-applying-cpmai-in-the-real-world-interview-with-andre-barcaui-cpmai/?utm_source=dlvr.it&utm_medium=twitter
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Focus on Data Announcements in AI Industry
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it looks good! more focused on the data announcements these days.
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Consciousness: Self-Awareness and Environmental Awareness in AI Systems
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Consciousness is a combination of self and environmental awareness. I see environmental awareness in Minedojo as tractable but self-awareness is a different story. For that, you need uncertainty quantification is key: unknown unknowns is tricky.
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MineDojo: Open-ended Agents for Minecraft Task Solving
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Thank you @davidchalmers42 for featuring https://
minedojo.org in your talk. We build open-ended agents that can solve any task in Minecraft. This requires the agent to have awareness of the Minecraft world. Foundation models provide the agent with priors (e.g. reward function) -
Data and Technology Marriage Transforming Our World
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The marriage of data and technology is radically changing our world and making it smarter
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RoentGen: Vision-Language Model for Chest X-rays
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A later work, "RoentGen: Vision-Language Foundation Model for Chest X-ray Generation", was also conducted by Stanford's Department of Radiology, in collaboration with Tanishq Abraham (@iScienceLuvr) at @StabilityAI. https://stanfordmimi.github.io/RoentGen/
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Stanford researchers generate synthetic chest X-rays with Stable Diffusion
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Stanford researchers create synthetic yet realistic chest X-rays using #StableDiffusion SD is typically used for art, not for science. In this case, the “radiographs” might be high quality enough to complement real image datasets. https://
arxiv.org/abs/2210.04133 -
Linear-scaling quantum simulations preview at NeurIPS AI4Science workshop
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Come see a preview of our on-going work towards linear-scaling simulations of many-body quantum systems at the poster session of the #ai4science workshop at #neurips. Friday, 12-13PM, room 388. https://
sharir.org/papers/vq-nqs