Chiara Camerota

Postdoc, Saint Louis University

Joined

August 2025

Names

Chiara Camerota (Preferred)

Emails

****@slu.edu (Confirmed)

Personal Links

Career & Education History

Postdoc

Saint Louis University (slu.edu)

2025 – 2027

Advisors, Relations & Conflicts

PhD Advisor

Tommaso Pecorella

2021 – 2025

Expertise

Machine learning

deep learning

iot

2022 – 2025

Publications

Injecting Textual Spatial Context into Vision-Language Models for Surgical Scene Understanding
Antonio Martignano, Lin Guo, Chiara Camerota, Alessio Sacco, Flavio Esposito
- MIDL 2026 - Short Papers Poster
- Readers: Everyone
Expert Branches: Module Diversity for Stronger Feature Learning in Laparoscopic Segmentation
Lin Guo, Chiara Camerota, Mohammad Mahmoud, Flavio Esposito
- MIDL 2026 Poster
- Readers: Everyone
Early Detection and Management of Crop Pests Using Quadruped Robotic Systems: Challenges and Open Problems: Invited Position Paper
Chiara Camerota, Madi Babaiasl, Nadia Shakoor, Flavio Esposito
- VTC2025-Spring 2025
- Readers: Everyone
Taming Bandwidth Bottlenecks in Federated Learning via ECN-based Gradient Compression
Javier Palomares, Chiara Camerota, Estefanía Coronado, Cristina Cervelló-Pastor, Muhammad Shuaib Siddiqui, Flavio Esposito
- CNSM 2025
- Readers: Everyone
A Convolutional Neural Network to Locate Unbalance in Turbomachinery Supported by AMBs
Giovanni Donati, Michele Basso, Marco Mugnaini, Chiara Camerota
- MetroInd4.0 & IoT 2024
- Readers: Everyone
The intrinsic convenience of federated learning in malware IoT detection
Chiara Camerota, Tommaso Pecorella, Andrew D. Bagdanov
- CNSM 2024
- Readers: Everyone
Addressing Data Security in IoT: Minimum Sample Size and Denoising Diffusion Models for Improved Malware Detection
Chiara Camerota, Lorenzo Pappone, Tommaso Pecorella, Flavio Esposito
- CNSM 2024
- Readers: Everyone
A Convolutional Neural Network for Electrical Fault Recognition in Active Magnetic Bearing Systems
Giovanni Donati, Michele Basso, Graziano A. Manduzio, Marco Mugnaini, Tommaso Pecorella, Chiara Camerota
- Sensors 2023
- Readers: Everyone
Automating Heterogeneous IoT Device Networks from Multiple Brokers with Multiple Data Models
Pierfrancesco Bellini, Chiara Camerota, Paolo Nesi
- GIOTS 2022
- Readers: Everyone

Co-Authors

Alessio Sacco
Andrew D. Bagdanov
Antonio Martignano
Cristina Cervelló-Pastor
Estefanía Coronado
Flavio Esposito
Giovanni Donati
Graziano A. Manduzio
Javier Palomares
Lin Guo
Lorenzo Pappone
Madi Babaiasl
Marco Mugnaini
Michele Basso
Mohammad Mahmoud
Muhammad Shuaib Siddiqui
Nadia Shakoor
Paolo Nesi
Pierfrancesco Bellini
Tommaso Pecorella