Irene Cannistraci

19 papers A* 1Journal 14Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Foundation Model for Cardiac Time Series via Masked Latent Attention.
CoRR
Moritz Vandenhirtz, Samuel Ruipérez-Campillo, Simon Böhi, Sonia Laguna, Irene Cannistraci, Andrea Agostini, Ece Ozkan, Thomas M. Sutter, Julia E. Vogt
2026 J jnl
Rethinking Machine Unlearning: Models Designed to Forget via Key Deletion.
CoRR
Sonia Laguna, Jorge da Silva Goncalves, Moritz Vandenhirtz, Alain Ryser, Irene Cannistraci, Julia E. Vogt
2026 J jnl
Structure is Supervision: Multiview Masked Autoencoders for Radiology.
Trans. Mach. Learn. Res.
Sonia Laguna, Andrea Agostini, Alain Ryser, Samuel Ruipérez-Campillo, Irene Cannistraci, Moritz Vandenhirtz, Stephan Mandt, Nicolas Deperrois, Farhad Nooralahzadeh, Michael Krauthammer, Thomas M. Sutter, Julia E. Vogt
2025 — —
Improving neural networks efficiency via representation similarities.
Irene Cannistraci
2025 J jnl
Structure is Supervision: Multiview Masked Autoencoders for Radiology.
CoRR
Sonia Laguna, Andrea Agostini, Alain Ryser, Samuel Ruipérez-Campillo, Irene Cannistraci, Moritz Vandenhirtz, Stephan Mandt, Nicolas Deperrois, Farhad Nooralahzadeh, Michael Krauthammer, Thomas M. Sutter, Julia E. Vogt
2025 J jnl
You Only Train Once: Differentiable Subset Selection for Omics Data.
CoRR
Daphné Chopard, Jorge da Silva Goncalves, Irene Cannistraci, Thomas M. Sutter, Julia E. Vogt
2024 J jnl
Detecting and Approximating Redundant Computational Blocks in Neural Networks.
CoRR
Irene Cannistraci, Emanuele Rodolà, Bastian Rieck
2024 A* conf
From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication.
ICLR
Irene Cannistraci, Luca Moschella, Marco Fumero, Valentino Maiorca, Emanuele Rodolà
2024 J jnl
Lob-based deep learning models for stock price trend prediction: a benchmark study.
Artif. Intell. Rev.
Matteo Prata, Giuseppe Masi, Leonardo Berti, Viviana Arrigoni, Andrea Coletta, Irene Cannistraci, Svitlana Vyetrenko, Paola Velardi, Novella Bartolini
2024 J jnl
MV-MS-FETE: Multi-view multi-scale feature extractor and transformer encoder for stenosis recognition in echocardiograms.
Comput. Methods Programs Biomed.
Danilo Avola, Irene Cannistraci, Marco Cascio, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti, Emanuele Rodolà, Luciana Solito
2023 — conf
Bootstrapping Parallel Anchors for Relative Representations.
Tiny Papers @ ICLR
Irene Cannistraci, Luca Moschella, Valentino Maiorca, Marco Fumero, Antonio Norelli, Emanuele Rodolà
2023 J jnl
Bootstrapping Parallel Anchors for Relative Representations.
CoRR
Irene Cannistraci, Luca Moschella, Valentino Maiorca, Marco Fumero, Antonio Norelli, Emanuele Rodolà
2023 J jnl
From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication.
CoRR
Irene Cannistraci, Luca Moschella, Marco Fumero, Valentino Maiorca, Emanuele Rodolà
2023 J jnl
From Charts to Atlas: Merging Latent Spaces into One.
CoRR
Donato Crisostomi, Irene Cannistraci, Luca Moschella, Pietro Barbiero, Marco Ciccone, Pietro Liò, Emanuele Rodolà
2023 — conf
From charts to atlas: Merging latent spaces into one.
NeurReps
Donato Crisostomi, Irene Cannistraci, Luca Moschella, Pietro Barbiero, Marco Ciccone, Pietro Liò, Emanuele Rodolà
2023 J jnl
LOB-Based Deep Learning Models for Stock Price Trend Prediction: A Benchmark Study.
CoRR
Matteo Prata, Giuseppe Masi, Leonardo Berti, Viviana Arrigoni, Andrea Coletta, Irene Cannistraci, Svitlana Vyetrenko, Paola Velardi, Novella Bartolini
2023 — conf
Real-Time GAN-Based Model for Underwater Image Enhancement.
ICIAP (1)
Danilo Avola, Irene Cannistraci, Marco Cascio, Luigi Cinque, Anxhelo Diko, Damiano Distante, Gian Luca Foresti, Alessio Mecca, Ivan Scagnetto
2022 J jnl
A Novel GAN-Based Anomaly Detection and Localization Method for Aerial Video Surveillance at Low Altitude.
Remote. Sens.
Danilo Avola, Irene Cannistraci, Marco Cascio, Luigi Cinque, Anxhelo Diko, Alessio Fagioli, Gian Luca Foresti, Romeo Lanzino, Maurizio Mancini, Alessio Mecca, Daniele Pannone
2022 J jnl
AI-based Data Preparation and Data Analytics in Healthcare: The Case of Diabetes.
CoRR
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