About me

I’m a co-tutelle PhD student at Vislab/Ambarella, located in Parma (Italy) and Inria - RITS team, in Paris (France). I am supervised by Raoul de Charette. I am interested in Generative Adversarial Networks and Domain Adaptation, and the purpose of my research is to build perception systems for autonomous driving resistant to adverse weather.

Conference reviewer: WACV, CVPR, ECCV
Journal reviewer: CVIU, T-MM, INFFUS

News

  • 04/02/2022: Our local domains work has been accepted to VISAPP and awarded the best paper award.
  • 28/04/2021: I was invited for a talk at Valeo.ai on CoMoGAN. Thanks for the invitation!
  • 09/06/2020: Paper accepted at ECCV 2020!
  • 09/06/2020: I presented Model-based disentanglement at a talk at GdR ISIS. Slides are out.
  • 15/03/2020: New preprint on arXiv!
  • 15/03/2020: Back in Parma and quarantined.
  • 28/02/2020: I am leaving Paris to attend WACV in Snowmass Village. Camera ready paper and poster are out.
  • 12/10/2019: Paper accepted at WACV20.
  • 23/10/2019: New arxiv preprint for the Domain Bridge paper. Link
  • 01/10/2019: I joined the RITS team in Paris for my first french stay.

Publications

ManiFest - manifold deformation for few-shot image translation
Pizzati, F., Lalonde, J.F., de Charette, Raoul
arxiv, 2022
[Paper] [Code]
Guided disentanglement in Generative Networks
Pizzati, F., Cerri, P., de Charette, R.
journal submission, 2021
[Paper]
Leveraging local domains for image-to-image translation
Dell'Eva, A., Pizzati, F., Bertozzi, M., de Charette, R.
VISAPP (long oral) best paper award, 2022
[Paper]
CoMoGAN - continuous model-guided image-to-image translation
Pizzati, F., Cerri, P., de Charette, R.
CVPR (oral), 2021
[Paper] [Code]
Model-based occlusion disentanglement for image-to-image translation
Pizzati, F., Cerri, P., de Charette, R.
ECCV, 2020
[Paper] [GdR ISIS slides] [Long video] [Short video]
Domain Bridge for Unpaired Image-to-Image Translation and Unsupervised Domain Adaptation
Pizzati, F., de Charette, R., Zaccaria, M., Cerri, P.
WACV, 2020
[Paper] [Supplementary] [Poster]
For a complete list of my publications please visit my Google Scholar profile.

Teaching

Computer vision for vehicles course
Practical lessons on classical and AI-based lane detection
University of Parma, 2019
[Code]