Spatial Entropy Regularization for Vision Transformers. - Elia Peruzzo; Enver Sangineto; Yahui Liu; Marco De Nadai; Wei Bi; Bruno Lepri; Nicu Sebe (CoRR, 2022)

PAIR-Diffusion: Object-Level Image Editing with Structure-and-Appearance Paired Diffusion Models. - Vidit Goel; Elia Peruzzo; Yifan Jiang 001; Dejia Xu; Nicu Sebe; Trevor Darrell; Zhangyang Wang; Humphrey Shi (CoRR, 2023)

Interactive Neural Painting. - Elia Peruzzo; Willi Menapace; Vidit Goel; Federica Arrigoni; Hao Tang 005; Xingqian Xu; Arman Chopikyan; Nikita Orlov; Yuxiao Hu; Humphrey Shi; Nicu Sebe; Elisa Ricci 001 (Comput. Vis. Image Underst., 2023)

OpenBias: Open-Set Bias Detection in Text-to-Image Generative Models. - Moreno D'Incà; Elia Peruzzo; Massimiliano Mancini; Dejia Xu; Vidit Goel; Xingqian Xu; Zhangyang Wang; Humphrey Shi; Nicu Sebe (CVPR, 2024)

PAIR Diffusion: A Comprehensive Multimodal Object-Level Image Editor. - Vidit Goel; Elia Peruzzo; Yifan Jiang 001; Dejia Xu; Xingqian Xu; Nicu Sebe; Trevor Darrell; Zhangyang Wang; Humphrey Shi (CVPR, 2024)

From One to Many Lorikeets: Discovering Image Analogies in the CLIP Space. - Songlong Xing; Elia Peruzzo; Enver Sangineto; Nicu Sebe (ICPR (9), 2024)

VASE: Object-Centric Appearance and Shape Manipulation of Real Videos. - Elia Peruzzo; Vidit Goel; Dejia Xu; Xingqian Xu; Yifan Jiang 001; Zhangyang Wang; Humphrey Shi; Nicu Sebe (CoRR, 2024)

GradBias: Unveiling Word Influence on Bias in Text-to-Image Generative Models. - Moreno D'Incà; Elia Peruzzo; Massimiliano Mancini; Xingqian Xu; Humphrey Shi; Nicu Sebe (CoRR, 2024)

Spatial entropy as an inductive bias for vision transformers. - Elia Peruzzo; Enver Sangineto; Yahui Liu; Marco De Nadai; Wei Bi; Bruno Lepri; Nicu Sebe (Mach. Learn., 2024)

ADAPTOR: Adaptive Token Reduction for Video Diffusion Transformers. - Elia Peruzzo; Adil Karjauv; Nicu Sebe; Amir Ghodrati; AmirHossein Habibian (CVPR Workshops, 2025)

RagMe: Retrieval Augmented Video Generation for Enhanced Motion Realism. - Elia Peruzzo; Dejia Xu; Xingqian Xu; Humphrey Shi; Nicu Sebe (ICMR, 2025)

Collaborative Neural Painting. - Nicola Dall'Asen; Willi Menapace; Elia Peruzzo; Enver Sangineto; Yiming Wang 002; Elisa Ricci 001 (Comput. Vis. Image Underst., 2025)

Safe Vision-Language Models via Unsafe Weights Manipulation. - Moreno D'Incà; Elia Peruzzo; Xingqian Xu; Humphrey Shi; Nicu Sebe; Massimiliano Mancini (CoRR, 2025)