We also developed robust vision transformer architecture, fully attention networks (FAN), with channel-based attention for robustness. We won the Semantic Segmentation Tracking of Robust Vision Challenge at ECCV. https://
arxiv.org/abs/2210.12852
AI
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Robust Vision Transformer Architecture Wins Semantic Segmentation Challenge
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Neural Operators Enable Single-Step Diffusion Model Image Generation
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2022 saw diffusion models for generative AI. But one downside is very slow sampling. We used neural operators to replace ODE solvers and showed that just one function evaluation is sufficient to achieve the best image generation quality. https://
arxiv.org/abs/2211.13449 -
MineDojo: Generalist AI Agents with Text Prompts in Minecraft
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Decision-Making with Generalist AI Agents: We built Minedojo framework in Minecraft with text prompts for open-ended tasks using internet-scale knowledge of videos, wiki, and text information. It was an outstanding paper at NeurIPS 2022.
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Digital Biology Foundation Model Predicts Coronavirus Variants, Wins ACM Prize
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Digital biology took off. We trained largest biological foundation model for genome-scale modeling of #coronavirus to predict new variants of concern. It won the 2022 ACM Gordon Bell Special Prize for HPC-Based COVID-19 Research.
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Neural Operators Accelerate Scientific Computing with Massive Speedups
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Neural operators accelerated science. Carbon capture and storage modeling and weather forecasting achieved 4-5 orders of magnitude speedups. We improved mask optimization in lithography and inverse design of airfoils. They learned chaotic systems.
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Economic Tightening Drives Increased AI Governance and Scrutiny
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With the economy tightening and interest rising, I agree, more scrutiny and governance is on the way.
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H2O.ai Partners with Hackensack Meridian Health for Healthcare AI
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Hackensack Meridian Health has decided to partner with http://
H2O.ai to expand its use of AI and ML technology. https://
h2o.ai/blog/h2o-ai-ex
pands-market-footprint-in-healthcare-ai-by-signing-hackensack-meridian-health-and-other-key-providers/?utm_medium=Organic-Social&utm_source=twitter&utm_campaign=blog
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AI Glossary Series: Conversational Systems, Chatbots, Voice Assistants, Machine Translation
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In this @Cognilytica #AIToday #podcast AI Glossary Series episode 'Conversational Systems, Chatbots, Voice Assistants, Machine Translation' hosts @rschmelzer & @kath0134 define these terms and and explain how they relate to #AI. Full episode: https://
cognilytica.com/2022/12/30/ai-
today-podcast-ai-glossary-series-conversational-systems-chatbots-voice-assistants-machine-translation/?utm_source=dlvr.it&utm_medium=twitter
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OpenAI Founder Makes Major Announcement on AI
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And this is coming from one of the founders of OpenAI. Buckle up.