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cs.LG2024
Latent Abstractions in Generative Diffusion Models
Giulio Franzese, Mattia Martini, Giulio Corallo +2
In this work we study how diffusion-based generative models produce high-dimensional data, such as an image, by implicitly relying on a manifestation of a low-dimensional set of la…
cs.AI2024★ 1 cited
Finch: Prompt-guided Key-Value Cache Compression
Giulio Corallo, Paolo Papotti
Recent large language model applications, such as Retrieval-Augmented Generation and chatbots, have led to an increased need to process longer input contexts. However, this require…