Irene Cannistraci

According to our database, Irene Cannistraci authored at least 10 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Improving neural networks efficiency via representation similarities.

Irene Cannistraci

PhD thesis, 2025

2024

Lob-based deep learning models for stock price trend prediction: a benchmark study.

Matteo Prata, Giuseppe Masi, Leonardo Berti, Viviana Arrigoni, Andrea Coletta, Irene Cannistraci, Svitlana Vyetrenko, Paola Velardi, Novella Bartolini

Artif. Intell. Rev., May, 2024

Detecting and Approximating Redundant Computational Blocks in Neural Networks.

Irene Cannistraci, Emanuele Rodolà, Bastian Rieck

CoRR, 2024

MV-MS-FETE: Multi-view multi-scale feature extractor and transformer encoder for stenosis recognition in echocardiograms.

Danilo Avola, Irene Cannistraci, Marco Cascio, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti, Emanuele Rodolà, Luciana Solito

Comput. Methods Programs Biomed., 2024

From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication.

Irene Cannistraci, Luca Moschella, Marco Fumero, Valentino Maiorca, Emanuele Rodolà

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

From charts to atlas: Merging latent spaces into one.

Donato Crisostomi, Irene Cannistraci, Luca Moschella, Pietro Barbiero, Marco Ciccone, Pietro Liò, Emanuele Rodolà

Proceedings of the NeurIPS Workshop on Symmetry and Geometry in Neural Representations, 2023

Bootstrapping Parallel Anchors for Relative Representations.

Irene Cannistraci, Luca Moschella, Valentino Maiorca, Marco Fumero, Antonio Norelli, Emanuele Rodolà

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

Real-Time GAN-Based Model for Underwater Image Enhancement.

Danilo Avola, Irene Cannistraci, Marco Cascio, Luigi Cinque, Anxhelo Diko, Damiano Distante, Gian Luca Foresti, Alessio Mecca, Ivan Scagnetto

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

2022

A Novel GAN-Based Anomaly Detection and Localization Method for Aerial Video Surveillance at Low Altitude.

Danilo Avola, Irene Cannistraci, Marco Cascio, Luigi Cinque, Anxhelo Diko, Alessio Fagioli, Gian Luca Foresti, Romeo Lanzino, Maurizio Mancini, Alessio Mecca, Daniele Pannone

Remote. Sens., 2022

AI-based Data Preparation and Data Analytics in Healthcare: The Case of Diabetes.

Marianna Maranghi, Aris Anagnostopoulos, Irene Cannistraci, Ioannis Chatzigiannakis, Federico Croce, Giulia Di Teodoro, Michele Gentili, Giorgio Grani, Maurizio Lenzerini, Stefano Leonardi, Andrea Mastropietro, Laura Palagi, Massimiliano Pappa, Riccardo Rosati, Riccardo Valentini, Paola Velardi

CoRR, 2022