Convolutional Gated Recurrent Units for Obstacle Segmentation in Bird-Eye-View. - Luigi Musto; Francesco Valenti; Andrea Zinelli; Fabio Pizzati; Pietro Cerri (EUROCAST (2), 2019)

Lane Detection and Classification Using Cascaded CNNs. - Fabio Pizzati; Marco Allodi; Alejandro Barrera; Fernando García 002 (EUROCAST (2), 2019)

Enhanced free space detection in multiple lanes based on single CNN with scene identification. - Fabio Pizzati; Fernando García (IV, 2019)

A Deep-Learning Approach for Parking Slot Detection on Surround-View Images. - Andrea Zinelli; Luigi Musto; Fabio Pizzati (IV, 2019)

Model-Based Occlusion Disentanglement for Image-to-Image Translation. - Fabio Pizzati; Pietro Cerri; Raoul de Charette (ECCV (20), 2020)

Domain Bridge for Unpaired Image-to-Image Translation and Unsupervised Domain Adaptation. - Fabio Pizzati; Raoul de Charette; Michela Zaccaria; Pietro Cerri (WACV, 2020)

Model-based disentanglement of lens occlusions. - Fabio Pizzati; Pietro Cerri; Raoul de Charette (CoRR, 2020)

CoMoGAN: Continuous Model-Guided Image-to-Image Translation. - Fabio Pizzati; Pietro Cerri; Raoul de Charette (CVPR, 2021)

Guided Disentanglement in Generative Networks. - Fabio Pizzati; Pietro Cerri; Raoul de Charette (CoRR, 2021)

ManiFest: Manifold Deformation for Few-Shot Image Translation. - Fabio Pizzati; Jean-François Lalonde; Raoul de Charette (ECCV (17), 2022)

Leveraging Local Domains for Image-to-Image Translation. - Anthony Dell'Eva; Fabio Pizzati; Massimo Bertozzi; Raoul de Charette (VISIGRAPP (5: VISAPP), 2022)

Exploring domain-informed and physics-guided learning in image-to-image translation. - Fabio Pizzati (2022)

Physics-Informed Guided Disentanglement in Generative Networks. - Fabio Pizzati; Pietro Cerri; Raoul de Charette (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Material Palette: Extraction of Materials from a Single Image. - Ivan Lopes; Fabio Pizzati; Raoul de Charette (CVPR, 2024)

On Pretraining Data Diversity for Self-Supervised Learning. - Hasan Abed Al Kader Hammoud; Tuhin Das; Fabio Pizzati; Philip H. S. Torr; Adel Bibi; Bernard Ghanem (ECCV (56), 2024)

Latent Guard: A Safety Framework for Text-to-Image Generation. - Runtao Liu; Ashkan Khakzar; Jindong Gu; Qifeng Chen; Philip Torr 001; Fabio Pizzati (ECCV (26), 2024)

Model Merging and Safety Alignment: One Bad Model Spoils the Bunch. - Hasan Hammoud; Umberto Michieli; Fabio Pizzati; Philip Torr 001; Adel Bibi; Bernard Ghanem; Mete Ozay (EMNLP (Findings), 2024)

Position: Near to Mid-term Risks and Opportunities of Open-Source Generative AI. - Francisco Eiras; Aleksandar Petrov; Bertie Vidgen; Christian Schröder de Witt; Fabio Pizzati; Katherine Elkins; Supratik Mukhopadhyay; Adel Bibi; Botos Csaba; Fabro Steibel; Fazl Barez; Genevieve Smith; et al. (ICML, 2024)

SynthCLIP: Are We Ready for a Fully Synthetic CLIP Training? - Hasan Abed Al Kader Hammoud; Hani Itani; Fabio Pizzati; Philip Torr 001; Adel Bibi; Bernard Ghanem (CoRR, 2024)

Near to Mid-term Risks and Opportunities of Open Source Generative AI. - Francisco Eiras; Aleksandar Petrov; Bertie Vidgen; Christian Schröder de Witt; Fabio Pizzati; Katherine Elkins; Supratik Mukhopadhyay; Adel Bibi; Botos Csaba; Fabro Steibel; Fazl Barez; Genevieve Smith; et al. (CoRR, 2024)

Risks and Opportunities of Open-Source Generative AI. - Francisco Eiras; Aleksandar Petrov; Bertie Vidgen; Christian Schröder de Witt; Fabio Pizzati; Katherine Elkins; Supratik Mukhopadhyay; Adel Bibi; Aaron Purewal; Botos Csaba; Fabro Steibel; Fazel Keshtkar; et al. (CoRR, 2024)

Specify and Edit: Overcoming Ambiguity in Text-Based Image Editing. - Ekaterina Iakovleva; Fabio Pizzati; Philip Torr 001; Stéphane Lathuilière (CoRR, 2024)

MatchDiffusion: Training-free Generation of Match-cuts. - Alejandro Pardo; Fabio Pizzati; Tong Zhang 001; Alexander Pondaven; Philip Torr 001; Juan Camilo Pérez; Bernard Ghanem (CoRR, 2024)

MALT: Improving Reasoning with Multi-Agent LLM Training. - Sumeet Ramesh Motwani; Chandler Smith; Rocktim Jyoti Das; Markian Rybchuk; Philip H. S. Torr; Ivan Laptev; Fabio Pizzati; Ronald Clark; Christian Schröder de Witt (CoRR, 2024)

SafetyDPO: Scalable Safety Alignment for Text-to-Image Generation. - Runtao Liu; Chen I Chieh; Jindong Gu; Jipeng Zhang; Renjie Pi; Qifeng Chen; Philip Torr 001; Ashkan Khakzar; Fabio Pizzati (CoRR, 2024)

Video Motion Transfer with Diffusion Transformers. - Alexander Pondaven; Aliaksandr Siarohin; Sergey Tulyakov; Philip Torr 001; Fabio Pizzati (CVPR, 2025)

PSyDUCK: Training-Free Steganography for Latent Diffusion. - Georgia Channing; Aqib Mahfuz; Mark van der Wilk; Philip Torr 001; Fabio Pizzati; Christian Schröder de Witt (CoRR, 2025)

Towards Reliable Identification of Diffusion-based Image Manipulations. - Alex Costanzino; Woody Bayliss; Juil Sock; Marc Górriz Blanch; Danijela Horak; Ivan Laptev; Philip Torr 001; Fabio Pizzati (CoRR, 2025)