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cs.LG2026
The Attention Within: Consensus Dynamics in Selective State Space Models
João Pedro Silvestre, Álvaro Rodríguez Abella, Paulo Tabuada
Selective state space models (SSMs) have recently emerged as a compelling alternative to transformers, combining competitive performance with substantially improved inference effic…
cs.LG2024★ 2 cited
Heat Death of Generative Models in Closed-Loop Learning
Matteo Marchi, Stefano Soatto, Pratik Chaudhari +1
Improvement and adoption of generative machine learning models is rapidly accelerating, as exemplified by the popularity of LLMs (Large Language Models) for text, and diffusion mod…