Giulia De Masi

Principal Researcher, Technology Innovation Institute

Joined

September 2022

Names

Giulia De Masi (Preferred)

Emails

****@tii.ae (Confirmed)

****@gmail.com (Confirmed)

****@santannapisa.it (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Principal Researcher

Technology Innovation Institute (tii.ae)

2020 – Present

Advisors, Relations & Conflicts

Postdoc Advisor

Mauro Gallegati

2006 – 2007

Coauthor

Giulia Iori

2003 – 2007

PhD Advisor

Guido Caldarelli

2003 – 2006

Expertise

Collective (Swarm) Intelligence

Present

Complex Networks analysis and models

Present

Multi-Robot systems

Present

Swarm Robotics

Present

Deep Machine Learning

Present

Multi-agents systems

Present

Spiking Neural Networks

Present

Publications

NDOT: Neuronal Dynamics-based Online Training for Spiking Neural Networks
Haiyan Jiang, Giulia De Masi, Huan Xiong, Bin Gu
- ICML 2024 Poster
- Readers: Everyone
Certified Adversarial Robustness for Rate Encoded Spiking Neural Networks
Bhaskar Mukhoty, Hilal AlQuabeh, Giulia De Masi, Huan Xiong, Bin Gu
- ICLR 2024 poster
- Readers: Everyone
Graph-PDE: Coupled ODE Structure for Graph Neural Networks
Nan Yin, Zhenghan Chen, Mengzhu Wang, Li Shen, Giulia De Masi, Huan Xiong, Bin Gu
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
TAB: Temporal Accumulated Batch Normalization in Spiking Neural Networks
Haiyan Jiang, Vincent Zoonekynd, Giulia De Masi, Bin Gu, Huan Xiong
- ICLR 2024 poster
- Readers: Everyone
Direct Training of SNN using Local Zeroth Order Method
Bhaskar Mukhoty, Velibor Bojkovic, William de Vazelhes, Xiaohan Zhao, Giulia De Masi, Huan Xiong, Bin Gu
- NeurIPS 2023 poster
- Readers: Everyone
A Unified Optimization Framework of ANN-SNN Conversion: Towards Optimal Mapping from Activation Values to Firing Rates
Haiyan Jiang, Srinivas Anumasa, Giulia De Masi, Huan Xiong, Bin Gu
- ICML 2023 Poster
- Readers: Everyone
A Unified Optimization Framework of ANN-SNN Conversion: Towards Optimal Mapping from Activation Values to Firing Rates
Haiyan Jiang, Srinivas Anumasa, Giulia De Masi, Huan Xiong, Bin Gu
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- ICML 2023
- Readers: Everyone
CEAFFOD: Cross-Ensemble Attention-based Feature Fusion Architecture Towards a Robust and Real-time UAV-based Object Detection in Complex Scenarios
Ahmed Elhagry, Hang Dai, Abdulmotaleb El-Saddik, Wail Gueaieb, Giulia De Masi
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- ICRA 2023
- Readers: Everyone
Energy Efficient Training of SNN using Local Zeroth Order Method
Bhaskar Mukhoty, Velibor Bojkovic, William de Vazelhes, Giulia De Masi, Huan Xiong, Bin Gu
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- CoRR 2023
- Readers: Everyone
Underwater Image Enhancement Using Pre-trained Transformer
Abderrahmene Boudiaf, Yuhang Guo, Adarsh Ghimire, Naoufel Werghi, Giulia De Masi, Sajid Javed, Jorge Dias
- 2022 (modified: 10 Nov 2022)
- ICIAP (3) 2022
- Readers: Everyone

View all 29 publications

Co-Authors

View all 60 co-authors