:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Corvino, Michela, Daffinà, Filippo, Francalanci, Chiara, Giacomazzi, Paolo, Magliani, Martina, Ravanelli, Paolo, Stahl, Torbjorn
Format:	Preprint
Published:	2025
Subjects:	Machine Learning
Online Access:	https://arxiv.org/abs/2503.22734
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Using LLMs for Analyzing AIS Data
by: Merten, Gaspard, et al.
Published: (2025)

Investigating the Effectiveness of Explainability Methods in Parkinson's Detection from Speech
by: Mancini, Eleonora, et al.
Published: (2024)

Enhancing Model Fairness and Accuracy with Similarity Networks: A Methodological Approach
by: Maghool, Samira, et al.
Published: (2024)

AIS-CycleGen: A CycleGAN-Based Framework for High-Fidelity Synthetic AIS Data Generation and Augmentation
by: Zaman, SM Ashfaq uz, et al.
Published: (2026)

Architecture for Trajectory-Based Fishing Ship Classification with AIS Data
by: Pedroche, David Sánchez, et al.
Published: (2025)

Data integrity vs. inference accuracy in large AIS datasets
by: Kiersztyn, Adam, et al.
Published: (2025)

AIS Data-Driven Maritime Monitoring Based on Transformer: A Comprehensive Review
by: Xie, Zhiye, et al.
Published: (2025)

Federated Learning and Trajectory Compression for Enhanced AIS Coverage
by: Gräupl, Thomas, et al.
Published: (2025)

AIS: Adaptive Importance Sampling for Quantized RL
by: Zhou, Jiajun, et al.
Published: (2026)

Representing spherical tensors with scalar-based machine-learning models
by: Domina, Michelangelo, et al.
Published: (2025)

Using Reinforcement Learning for the Three-Dimensional Loading Capacitated Vehicle Routing Problem
by: Schoepf, Stefan, et al.
Published: (2023)

Modelling Concurrent RTP Flows for End-to-end Predictions of QoS in Real Time Communications
by: Song, Tailai, et al.
Published: (2024)

WAY: Estimation of Vessel Destination in Worldwide AIS Trajectory
by: Kim, Jin Sob, et al.
Published: (2025)

MH-GIN: Multi-scale Heterogeneous Graph-based Imputation Network for AIS Data (Extended Version)
by: Liu, Hengyu, et al.
Published: (2025)

Multi-Fidelity Delayed Acceptance: hierarchical MCMC sampling for Bayesian inverse problems combining multiple solvers through deep neural networks
by: Zacchei, Filippo, et al.
Published: (2025)

Learning dissipative Hamiltonian dynamics with reproducing kernel Hilbert spaces and random Fourier features
by: Smith, Torbjørn, et al.
Published: (2024)

Machine Learning-Based Classification of Vessel Types in Straits Using AIS Tracks
by: Nielsen, Jonatan Katz
Published: (2025)

A Novel Evaluation Metric for Unsupervised Learning in AIS-Based Maritime Anomaly Detection: MADQI
by: Gocer, Ismet, et al.
Published: (2026)

Pushing the limits of unconstrained machine-learned interatomic potentials
by: Bigi, Filippo, et al.
Published: (2026)

Causify DataFlow: A Framework For High-performance Machine Learning Stream Computing
by: Saggese, Giacinto Paolo, et al.
Published: (2025)

Virtual Consistency for Audio Editing
by: Cervera, Matthieu, et al.
Published: (2025)

Beyond Fixed Frames: Dynamic Character-Aligned Speech Tokenization
by: Della Libera, Luca, et al.
Published: (2026)

Learning of Hamiltonian Dynamics with Reproducing Kernel Hilbert Spaces
by: Smith, Torbjørn, et al.
Published: (2023)

Learning Hamiltonian Dynamics with Reproducing Kernel Hilbert Spaces and Random Features
by: Smith, Torbjørn, et al.
Published: (2024)

Partitioned Hybrid Quantum Fourier Neural Operators for Scientific Quantum Machine Learning
by: Marcandelli, Paolo, et al.
Published: (2025)

Unsupervised Physics-Informed Operator Learning through Multi-Stage Curriculum Training
by: Marcandelli, Paolo, et al.
Published: (2026)

Learning High-Order Interactions via Targeted Pattern Search
by: Massi, Michela C., et al.
Published: (2021)

Listenable Maps for Audio Classifiers
by: Paissan, Francesco, et al.
Published: (2024)

Autoregressive Speech Enhancement via Acoustic Tokens
by: Della Libera, Luca, et al.
Published: (2025)

Focal Modulation Networks for Interpretable Sound Classification
by: Della Libera, Luca, et al.
Published: (2024)

Preference Guided Iterated Pareto Referent Optimisation for Accessible Route Planning
by: Speziali, Paolo, et al.
Published: (2026)

Investigating Faithfulness in Large Audio Language Models
by: Mousavi, Pooneh, et al.
Published: (2025)

WavSLM: Single-Stream Speech Language Modeling via WavLM Distillation
by: Della Libera, Luca, et al.
Published: (2026)

Augmented Conversation with Embedded Speech-Driven On-the-Fly Referencing in AR
by: Jadon, Shivesh, et al.
Published: (2024)

Recurrent Deep Kernel Learning of Dynamical Systems
by: Botteghi, Nicolò, et al.
Published: (2024)

HGCN(O): A Self-Tuning GCN HyperModel Toolkit for Outcome Prediction in Event-Sequence Data
by: Wang, Fang, et al.
Published: (2025)

Does Language Matter for Early Detection of Parkinson's Disease from Speech?
by: Plantinga, Peter, et al.
Published: (2025)

Outlier detection in maritime environments using AIS data and deep recurrent architectures
by: Maganaris, Constantine, et al.
Published: (2024)

FocalCodec-Stream: Streaming Low-Bitrate Speech Coding via Causal Distillation
by: Della Libera, Luca, et al.
Published: (2025)

MARIA: a Multimodal Transformer Model for Incomplete Healthcare Data
by: Caruso, Camillo Maria, et al.
Published: (2024)