Giulia Fracastoro

Assistant Professor, Politecnico di Torino

Joined

July 2019

Names

Giulia Fracastoro

Emails

****@polito.it (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Assistant Professor

Politecnico di Torino (polito.it)

2019 – Present

Advisors, Relations & Conflicts

PhD Advisor

Enrico Magli

2014 – 2017

Expertise

Image denoising

2018 – 2020

Deep learning in remote sensing

2018 – 2020

Graph neural networks

2017 – 2020

Publications

Learning Epipolar Feature Fields for Multi-Image Super-Resolution
Luca Savant Aira, Diego Valsesia, Andrea Bordone Molini, Giulia Fracastoro, Enrico Magli, Andrea Mirabile
- Submitted to ICLR 2024
- Readers: Everyone
Speckle2Void: Deep Self-Supervised SAR Despeckling With Blind-Spot Convolutional Neural Networks
Andrea Bordone Molini, Diego Valsesia, Giulia Fracastoro, Enrico Magli
- 2022 (modified: 01 Apr 2022)
- IEEE Trans. Geosci. Remote. Sens. 2022
- Readers: Everyone
Don't stack layers in graph neural networks, wire them randomly
Diego Valsesia, Giulia Fracastoro, Enrico Magli
- Published: 02 Apr 2021, Last Modified: 05 May 2023
- GTRL 2021 Spotlight
- Readers: Everyone
RAN-GNNs: breaking the capacity limits of graph neural networks
Diego Valsesia, Giulia Fracastoro, Enrico Magli
- 2021 (modified: 01 Apr 2022)
- CoRR 2021
- Readers: Everyone
Denoise and Contrast for Category Agnostic Shape Completion
Antonio Alliegro, Diego Valsesia, Giulia Fracastoro, Enrico Magli, Tatiana Tommasi
- 2021 (modified: 01 Apr 2022)
- CVPR 2021
- Readers: Everyone
Learning Robust Graph-Convolutional Representations for Point Cloud Denoising
Francesca Pistilli, Giulia Fracastoro, Diego Valsesia, Enrico Magli
- 2021 (modified: 01 Apr 2022)
- IEEE J. Sel. Top. Signal Process. 2021
- Readers: Everyone
Don't stack layers in graph neural networks, wire them randomly
Diego Valsesia, Giulia Fracastoro, Enrico Magli
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
Deepsum++: Non-Local Deep Neural Network for Super-Resolution of Unregistered Multitemporal Images
Andrea Bordone Molini, Diego Valsesia, Giulia Fracastoro, Enrico Magli
- 2020 (modified: 01 Apr 2022)
- IGARSS 2020
- Readers: Everyone
DeepSUM: Deep Neural Network for Super-Resolution of Unregistered Multitemporal Images
Andrea Bordone Molini, Diego Valsesia, Giulia Fracastoro, Enrico Magli
- 2020 (modified: 01 Apr 2022)
- IEEE Trans. Geosci. Remote. Sens. 2020
- Readers: Everyone
Learning Graph-Convolutional Representations for Point Cloud Denoising
Francesca Pistilli, Giulia Fracastoro, Diego Valsesia, Enrico Magli
- 2020 (modified: 01 Apr 2022)
- ECCV (20) 2020
- Readers: Everyone

View all 15 publications

Giulia Fracastoro

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors