Irene Cannistraci

Computer Science · Physical Sciences

4h-index65citations15works2.92yr avg
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Research Topics

Domain Adaptation and Few-Shot Learning(4), Bioinformatics and Genomic Networks(3), Single-cell and spatial transcriptomics(3), Human Pose and Action Recognition(2), Energy Load and Power Forecasting(2)

Publications15 total

You Only Train Once: Differentiable Subset Selection for Omics Data
ArXiv.org·2025Open Access
You Only Train Once: Differentiable Subset Selection for Omics Data
Repository for Publications and Research Data (ETH Zurich)·2025Open Access
You Only Train Once: Differentiable Subset Selection for Omics Data
arXiv (Cornell University)·2025Open Access
Structure is Supervision: Multiview Masked Autoencoders for Radiology
Repository for Publications and Research Data (ETH Zurich)·2025Open Access
Structure is Supervision: Multiview Masked Autoencoders for Radiology
ArXiv.org·2025Open Access
TOAST: Transformer Optimization using Adaptive and Simple Transformations
arXiv (Cornell University)·2024Open Access
Lob-based deep learning models for stock price trend prediction: a benchmark study
Artificial Intelligence Review·2024· 13 citedOpen Access
MV-MS-FETE: Multi-view multi-scale feature extractor and transformer encoder for stenosis recognition in echocardiograms
Computer Methods and Programs in Biomedicine·2024· 10 citedOpen Access
From Charts to Atlas: Merging Latent Spaces into One
arXiv (Cornell University)·2023Open Access
From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication
arXiv (Cornell University)·2023Open Access
LOB-Based Deep Learning Models for Stock Price Trend Prediction: A Benchmark Study
arXiv (Cornell University)·2023· 1 citedOpen Access
Bootstrapping Parallel Anchors for Relative Representations
arXiv (Cornell University)·2023Open Access
Real-Time GAN-Based Model for Underwater Image Enhancement
Lecture notes in computer science·2023· 2 cited
A Novel GAN-Based Anomaly Detection and Localization Method for Aerial Video Surveillance at Low Altitude
Remote Sensing·2022· 35 citedOpen Access
AI-based Data Preparation and Data Analytics in Healthcare: The Case of Diabetes
arXiv (Cornell University)·2022· 4 citedOpen Access

Frequent Co-authors

Emanuele Rodolà(5), Thomas M. Sutter(4), Julia E. Vogt(4), Danilo Avola(3), Marco Cascio(3), Luigi Cinque(3), Gian Luca Foresti(3), Paola Velardi(3), Luca Moschella(3), Daphne Chopard(3), Anxhelo Diko(2), Alessio Fagioli(2), Alessio Mecca(2), Matteo Prata(2), Giuseppe Masi(2), Leonardo Berti(2), Viviana Arrigoni(2), Andrea Coletta(2), Svitlana Vyetrenko(2), Novella Bartolini(2)