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Foundation models and generative AI - CS-461 - EPFL This course covers the principles, architectures, and applications of foundation models and generative AI, including generative methods, tokenization, multi-modal learning, adaptation, prompting, and their use in reasoning, decision-making, and scientific domains
Summary of Foundation models and generative AI | Moodle This course introduces the principles, methods, and applications of foundation models and generative AI, i e , two areas that increasingly shape the frontiers of machine learning
CS-461 Foundation models and generative AI - isa. epfl. ch This course covers the principles, architectures, and applications of foundation models and generative AI, including generative methods, tokenization, multi-modal learning, adaptation, prompting, and their use in reasoning, decision-making, and scientific domains
EPFL - AMLD Generative AI Foundation models – powerful AI models that have been trained on massive datasets and can be used to solve many different downstream tasks – have been revolutionizing AI recently In this workshop, we will discuss recent advances, opportunities and risks of these models in scientific applications
AMLD Generative AI ‒ IC ‐ EPFL Let’s make generative AI work for us It starts here and now Generative AI and foundation models promise to change the world as personal computers, the web and mobile computing did before them
Foundation Models and Generative AI - MIT OpenCourseWare In this non-technical series of lectures, we will start with a short history of AI, then move on to with what supervised learning and reinforcement learning is missing, and conclude with the deep practical and foundational implications foundation models and how we arrive at them via self-supervised learning
Foundation Models and Generative AI Applications: What Competitive . . . This article analyses the competitive problems potentially arising in the foundation models and generative AI value chain, by exploring its structural complexities and distinguishing between upstream and downstream dynamics While upstream markets, such as cloud services, proprietary data, and AI chips, have drawn much of the competition policy attention, tipping dynamics, consumer lock-in and
AMLD GenAI Workshops for the EPFL Community - EPFL The workshop will feature renowned speakers from the fields of biology, medicine, and chemistry, bringing diverse perspectives and expertise to explore the potential of foundation models for scientific breakthroughs in these fields