State Space Models: Advancements and Applications in AI - Featuring Albert Gu and Karan Goel
Dive into a comprehensive video lecture on state space models featuring Albert Gu and Karan Goel from Cartesia AI. Explore the cutting-edge research in SSMs competing against transformer supremacy, including insights from the seminal S4 paper and the Mamba paper. Learn about real-time intelligence, text-to-speech demos, and the fundamental concepts of state space models. Examine the trade-offs between SSMs and transformers, understand how SSMs are computed convolutionally, and compare different state representations in machine learning models. Discover the latest developments in Mamba 2 and discuss scaling laws in AI. Gain valuable knowledge from these pioneering researchers in the field of state space models and their applications in artificial intelligence.