Generalization and Robustness Implications in Object-Centric Learning. - Andrea Dittadi; Samuele S. Papa; Michele De Vita; Bernhard Schölkopf; Ole Winther; Francesco Locatello (ICML, 2022)

Parameterization Learning with Convolutional Neural Networks for Gridded Data Fitting. - Michele De Vita; Carlotta Giannelli; Sofia Imperatore; Angelos Mantzaflaris (FICC (2), 2024)

Diffusion Model Guided Sampling with Pixel-Wise Aleatoric Uncertainty Estimation. - Michele De Vita; Vasileios Belagiannis (WACV, 2025)