Simone Scardapane

Assistant Professor, Sapienza University of Rome

Joined

April 2020

Names

Simone Scardapane (Preferred)

Emails

****@uniroma1.it (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Sapienza University of Rome (uniroma1.it)

2019 – Present

Advisors, Relations & Conflicts

PhD Advisor

Aurelio Uncini

2012 – 2015

Expertise

conditional computation

2022 – Present

graph neural networks

2021 – Present

continual learning

2021 – Present

activation functions

2019 – Present

Publications

Reidentification of Objects From Aerial Photos With Hybrid Siamese Neural Networks
Alessio Devoto, Indro Spinelli, Francesca Murabito, Fabrizio Chiovoloni, Riccardo Musmeci, Simone Scardapane
- Published: 01 Jan 2023, Last Modified: 11 May 2023
- IEEE Trans. Ind. Informatics 2023
- Readers: Everyone
A New Class of Efficient Adaptive Filters for Online Nonlinear Modeling
Danilo Comminiello, Alireza Nezamdoust, Simone Scardapane, Michele Scarpiniti, Amir Hussain, Aurelio Uncini
- Published: 01 Jan 2023, Last Modified: 15 May 2023
- IEEE Trans. Syst. Man Cybern. Syst. 2023
- Readers: Everyone
Drop Edges and Adapt: a Fairness Enforcing Fine-tuning for Graph Neural Networks
Indro Spinelli, Riccardo Bianchini, Simone Scardapane
- Published: 01 Jan 2023, Last Modified: 11 May 2023
- CoRR 2023
- Readers: Everyone
Combining Stochastic Explainers and Subgraph Neural Networks can Increase Expressivity and Interpretability
Indro Spinelli, Michele Guerra, Filippo Maria Bianchi, Simone Scardapane
- Published: 01 Jan 2023, Last Modified: 11 May 2023
- CoRR 2023
- Readers: Everyone
Explainability in subgraphs-enhanced Graph Neural Networks
Michele Guerra, Indro Spinelli, Simone Scardapane, Filippo Maria Bianchi
- Published: 01 Jan 2023, Last Modified: 11 May 2023
- NLDL 2023
- Readers: Everyone
Learning Speech Emotion Representations in the Quaternion Domain
Eric Guizzo, Tillman Weyde, Simone Scardapane, Danilo Comminiello
- Published: 01 Jan 2023, Last Modified: 15 May 2023
- IEEE ACM Trans. Audio Speech Lang. Process. 2023
- Readers: Everyone
GeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinates
Valerio Marsocci, Nicolas Gonthier, Anatol Garioud, Simone Scardapane, Clément Mallet
- Published: 01 Jan 2023, Last Modified: 31 Oct 2023
- CVPR Workshops 2023
- Readers: Everyone
Continual Barlow Twins: Continual Self-Supervised Learning for Remote Sensing Semantic Segmentation
Valerio Marsocci, Simone Scardapane
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 2023
- Readers: Everyone
A Probabilistic Re-Intepretation of Confidence Scores in Multi-Exit Models
Jary Pomponi, Simone Scardapane, Aurelio Uncini
- 2022 (modified: 24 Feb 2022)
- Entropy 2022
- Readers: Everyone
Continual Learning with Invertible Generative Models
Jary Pomponi, Simone Scardapane, Aurelio Uncini
- 2022 (modified: 24 Feb 2022)
- CoRR 2022
- Readers: Everyone

View all 210 publications

Co-Authors

View all 97 co-authors