Fabio Pizzati

fabio.png

I am a postdoctoral researcher in the Torr Vision Group at the University of Oxford, working with Phil Torr. I am also a member of ELLIS.

Previously, I was a PhD student at Inria Astra-vision team, in Paris (France), where I was supervised by Raoul de Charette.

I am currently working on large scale diffusion models for image/video generation, and self-supervised learning. During my PhD, my research focused on generative adversarial network models, in particular for modeling adverse weather and low-light scenarios.

I am currently accepting applications from talented PhD students for internships at TVG on SSL and diffusion models. Drop me an email at fabio AT robots DOT ox DOT ac DOT uk with your idea!

news

Sep 20, 2024 One paper accepted at EMNLP Findings on LLM merging and safety implications.
Jul 29, 2024 New preprint on arxiv on zero-shot image editing.
Jul 1, 2024 Two papers accepted at ECCV. One on safety of large-scale diffusion models, one analysis paper on self-supervised learning.
Jun 3, 2024 Our position paper on risks and benefits of open source GenAI is accepted at ICML 2024 position track as oral.
May 2, 2024 I am now a member of ELLIS.
Apr 15, 2024 I am visiting KAUST for one month, hosted by Bernard Ghanem.
Mar 20, 2024 New paper out on the importance of pretraining data in self-supervised learning. Arxiv.
Feb 29, 2024 Material Palette has been accepted to CVPR 2024.
Feb 7, 2024 SynthCLIP has been featured in the TLDR newsletter with over 1 million subscribers.
Feb 2, 2024 We trained a CLIP model entirely on synthetic data. Here the paper on arXiv.
Nov 28, 2023 New paper on arXiv on material extraction. Link.
Sep 8, 2023 We organized an amazing workshop on Weakly Supervised Computer Vision at Deep Learning Indaba. Check it out.
Mar 2, 2023 New paper accepted at T-PAMI! Check it out
Mar 1, 2023 I am starting as a postdoc in Oxford in the TVG.
Nov 29, 2022 I successfully defended my PhD thesis :)
Oct 31, 2022 I gave a talk at the VASC seminar of CMU on physics-informed image translation.
Jul 3, 2022 ManiFest has been accepted at ECCV 2022. Code is out!
May 18, 2022 I was selected for CVPR 2022 doctoral consortium.
Mar 9, 2022 New paper out in collaboration with Jean-François Lalonde!
Feb 4, 2022 Our local domains work has been accepted to VISAPP and awarded the best paper award.
Jul 1, 2021 I recently gave two invited talks at EPFL and GTTI workshop on physics-informed image translation. The EPFL talk is available online!
May 6, 2021 I was invited for a talk at Valeo.ai on CoMoGAN.
Apr 28, 2021 CoMoGAN code released!.
Mar 12, 2021 CoMoGAN has been accepted as CVPR oral. Arxiv is out, code will be released soon.
Jul 3, 2020 Paper accepted at ECCV 2020!
Jun 9, 2020 I presented Model-based disentanglement at a talk at GdR ISIS. Slides are out.
Oct 23, 2019 New arxiv preprint for the Domain Bridge paper. Link
Oct 12, 2019 Paper accepted at WACV 2020!
Oct 1, 2019 I joined the RITS team in Paris as a PhD student.