Alessandro Betti

CoRR, 2024

Bridging Continual Learning of Motion and Self-Supervised Representations.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Pitfalls in Processing Infinite-Length Sequences with Popular Approaches for Sequential Data.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2024

Neural Time-Reversed Generalized Riccati Equation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Local propagation of visual stimuli in focus of attention.

[BibT_eX]

[DOI]

Neurocomputing, December, 2023

YOLO-S: A Lightweight and Accurate YOLO-like Network for Small Target Detection in Aerial Imagery.

[BibT_eX]

[DOI]

Mauro Tucci

Sensors, February, 2023

Knowledge-Driven Active Learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Toward Novel Optimizers: A Moreau-Yosida View of Gradient-Based Learning.

[BibT_eX]

[DOI]

Proceedings of the AIxIA 2023 - Advances in Artificial Intelligence, 2023

2022

Deep Learning to See - Towards New Foundations of Computer Vision

[BibT_eX]

[DOI]

Springer Briefs in Computer Science, Springer, ISBN: 978-3-030-90986-4, 2022

Deep Learning to See: Towards New Foundations of Computer Vision.

[BibT_eX]

[DOI]

CoRR, 2022

A lightweight and accurate YOLO-like network for small target detection in Aerial Imagery.

[BibT_eX]

[DOI]

CoRR, 2022

Foveated Neural Computation.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Stochastic Coherence Over Attention Trajectory For Continuous Learning In Video Streams.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

PARTIME: Scalable and Parallel Processing Over Time with Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Continual Unsupervised Learning for Optical Flow Estimation with Deep Networks.

[BibT_eX]

[DOI]

Proceedings of the Conference on Lifelong Learning Agents, 2022

Continual Learning through Hamilton Equations.

[BibT_eX]

[DOI]

Proceedings of the Conference on Lifelong Learning Agents, 2022

2021

Fault Prediction and Early-Detection in Large PV Power Plants Based on Self-Organizing Maps.

[BibT_eX]

[DOI]

Sensors, 2021

Visual Features and Their Own Optical Flow.

[BibT_eX]

[DOI]

Frontiers Artif. Intell., 2021

A Multi-Stage model based on YOLOv3 for defect detection in PV panels based on IR and Visible Imaging by Unmanned Aerial Vehicle.

[BibT_eX]

[DOI]

CoRR, 2021

Can machines learn to see without visual databases?

[BibT_eX]

[DOI]

CoRR, 2021

Evaluating Continual Learning Algorithms by Generating 3D Virtual Environments.

[BibT_eX]

[DOI]

Proceedings of the Continual Semi-Supervised Learning - First International Workshop, 2021

2020

Trees in the Real Field.

[BibT_eX]

[DOI]

Proceedings of the Neural Approaches to Dynamics of Signal Exchanges, 2020

Cognitive Action Laws: The Case of Visual Features.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Learning visual features under motion invariance.

[BibT_eX]

[DOI]

Neural Networks, 2020

An Optimal Control Approach to Learning in SIDARTHE Epidemic model.

[BibT_eX]

[DOI]

CoRR, 2020

Wave Propagation of Visual Stimuli in Focus of Attention.

[BibT_eX]

[DOI]

CoRR, 2020

Real-Time target detection in maritime scenarios based on YOLOv3 model.

[BibT_eX]

[DOI]

CoRR, 2020

Local Propagation in Constraint-based Neural Network.

[BibT_eX]

[DOI]

CoRR, 2020

Focus of Attention Improves Information Transfer in Visual Features.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Local Propagation in Constraint-based Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Developing Constrained Neural Units Over Time.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Backprop Diffusion is Biologically Plausible.

[BibT_eX]

[DOI]

CoRR, 2019

Condition monitoring and early diagnostics methodologies for hydropower plants.

[BibT_eX]

[DOI]

CoRR, 2019

A Scalable Predictive Maintenance Model for Detecting Wind Turbine Component Failures Based on SCADA Data.

[BibT_eX]

[DOI]

CoRR, 2019

Spatiotemporal Local Propagation.

[BibT_eX]

[DOI]

CoRR, 2019

Least Action Principles and Well-Posed Learning Problems.

[BibT_eX]

[DOI]

CoRR, 2019

Day-Ahead Hourly Forecasting of Power Generation from Photovoltaic Plants.

[BibT_eX]

[DOI]

CoRR, 2019

Predictive Maintenance in Photovoltaic Plants with a Big Data Approach.

[BibT_eX]

[DOI]

Maria Luisa Lo Trovato

Fabio Salvatore Leonardi

Giuseppe Leotta

Fabrizio Ruffini

Ciro Lanzetta

CoRR, 2019

A Machine Learning Model for Long-Term Power Generation Forecasting at Bidding Zone Level.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE PES Innovative Smart Grid Technologies Europe, 2019

Motion Invariance in Visual Environments.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Learning Activation Functions by Means of Kernel Based Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2019 - Advances in Artificial Intelligence, 2019

2018

Backpropagation and Biological Plausibility.

[BibT_eX]

[DOI]

Giuseppe Marra

CoRR, 2018

Trees in the Real Field.

[BibT_eX]

[DOI]

CoRR, 2018

Learning Neuron Non-Linearities with Kernel-Based Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Generalization in quasi-periodic environments.

[BibT_eX]

[DOI]

Giovanni Bellettini

CoRR, 2018

Convolutional Networks in Visual Environments.

[BibT_eX]

[DOI]

CoRR, 2018

A Constrained-Based Approach to Machine Learning.

[BibT_eX]

[DOI]

Giuseppe Marra

Proceedings of the 14th International Conference on Signal-Image Technology & Internet-Based Systems, 2018

Classification of Heterogenous M2M/IoT Traffic Based on C-plane and U-plane Data.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE Annual International Symposium on Personal, 2018

2017

On the Role of Time in Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Information Hiding and Multimedia Signal Processing, 2017

2016

The principle of least cognitive action.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2016

2011

Transport and Noise properties of silicon and carbon one-dimensional devices.

[BibT_eX]

[DOI]