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Category: Conference

Simplex Regularization Improves Out-of-Distribution Detection on Graphs

AQM Sazzad Sayyed, Nathaniel D. Bastian and Francesco Restuccia

On the Fragility of Out-of-Distribution Detectors Under Model Updates

AQM Sazzad Sayyed, Nathaniel D. Bastian and Francesco Restuccia

Implicit Sheaf Operators for Effective and Efficient Cellular Sheaf Learning

Gabriele Onorato, Dario Loi, Cristian Apostol, Nathaniel D. Bastian, Francesco Restuccia

PLACE: Patch-Level Agnostic Concept Extraction

Gabriele Onorato, Fabrizio Silvestri, Nathaniel D. Bastian, Francesco Restuccia

Multi-TAB: Multi-View Inference at the Edge with Resource-Aware Split Computing

Tanzil Bin Hassan, Kevin S. Chan, Fikadu Dagefu, Jonathan Ashdown, Flavio Esposito, Francesco Restuccia

SpikeCSI: CSI Feedback Compression for MIMOWireless Systems using Spiking Neural Networks

Eduardo David Lotto, Eleonora Cicciarella, Francesco Restuccia, Francesca Meneghello

Credal Rate-Distortion Theory

N. Bonacorsi, M.Caprio, F. Meneghello, and F. Restuccia

IEEE Information Theory Workshop (ITW 2026)

BeamID: Domain-Adaptive Radio Fingerprinting with MIMO Beamforming Feedback

K. F. Haque, F. Meneghello, and F. Restuccia

Proc. of IEEE International Conference on Network Softwarization (NetSoft 2026)

Decision-Driven Credal Information Fusion

AQM Sazzad Sayyed, Michele Caprio, Nathaniel D. Bastian and Francesco Restuccia

2026 29th International Conference on Information Fusion (FUSION)

DARTS: Distance-Aware Robust Training for Selective Classification

AQM Sazzad Sayyed, Nathaniel D. Bastian and Francesco Restuccia

Proceedings of the Computer Vision and Pattern Recognition Conference (Finding Track)

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    RECENT PUBLICATIONS:
    Conference
    Simplex Regularization Improves Out-of-Distribution Detection on Graphs
    Learn More
    Conference
    On the Fragility of Out-of-Distribution Detectors Under Model Updates
    Learn More
    Conference
    Implicit Sheaf Operators for Effective and Efficient Cellular Sheaf Learning
    Learn More
    SEE MORE PUBLICATIONS
    RECENT Projects:
    CICI: IPAAI: REPAIRT: Securing xApps in Open RANs with Reliable and Principled AI Red-Teaming
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    DARPA YFA: RADAR: Resource-Aware Dynamic Adaptation for Resilient DNNs in Low-SWaP Tactical Systems
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    FuSe: Deep Learning and Signal Processing using Silicon Photonics and Digital CMOS Circuits for Ultra-Wideband Spectrum Perception
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    SEE ALL PROJECTS
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