Neural image compression for non-small cell lung cancer subtype classification in H&E stained whole-slide images. - Witali Aswolinskiy; David Tellez; Gabriel Raya; Lieke van der Woude; Monika Looijen-Salamon; Jeroen van der Laak; Katrien Grunberg; Francesco Ciompi (Digital Pathology, 2021)

Spontaneous symmetry breaking in generative diffusion models. - Gabriel Raya; Luca Ambrogioni (NeurIPS, 2023)

Losing dimensions: Geometric memorization in generative diffusion. - Beatrice Achilli; Enrico Ventura; Gianluigi Silvestri; Bao Pham; Gabriel Raya; Dmitry Krotov; Carlo Lucibello; Luca Ambrogioni (CoRR, 2024)

Diffusion models for out-of-distribution detection in digital pathology. - Jasper Linmans; Gabriel Raya; Jeroen van der Laak; Geert Litjens 001 (Medical Image Anal., 2024)

Dynamic Negative Guidance of Diffusion Models. - Felix Koulischer; Johannes Deleu; Gabriel Raya; Thomas Demeester; Luca Ambrogioni (ICLR, 2025)

Memorization to Generalization: Emergence of Diffusion Models from Associative Memory. - Bao Pham; Gabriel Raya; Matteo Negri; Mohammed J. Zaki; Luca Ambrogioni; Dmitry Krotov (CoRR, 2025)

Measuring Semantic Information Production in Generative Diffusion Models. - Florian Handke; Felix Koulischer; Gabriel Raya; Luca Ambrogioni (CoRR, 2025)