3 papers
cs.CV2025
Blending Concepts with Text-to-Image Diffusion Models
Lorenzo Olearo, Giorgio Longari, Alessandro Raganato +2
Diffusion models have dramatically advanced text-to-image generation in recent years, translating abstract concepts into high-fidelity images with remarkable ease. In this work, we…
cs.CL2025
Reasoning Capabilities and Invariability of Large Language Models
Alessandro Raganato, Rafael Peñaloza, Marco Viviani +1
Large Language Models (LLMs) have shown remarkable capabilities in manipulating natural language across multiple applications, but their ability to handle simple reasoning tasks is…
cs.CV2024
How to Blend Concepts in Diffusion Models
Lorenzo Olearo, Giorgio Longari, Simone Melzi +2
For the last decade, there has been a push to use multi-dimensional (latent) spaces to represent concepts; and yet how to manipulate these concepts or reason with them remains larg…