Alessandro Betti

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 59

Top Topics

Visual Features

Focus Of Attention

Biological Plausibility

Top Venues

Publications

Matteo Tiezzi, Michele Casoni, Alessandro Betti, Tommaso Guidi, Marco Gori, Stefano Melacci
On the Resurgence of Recurrent Models for Long Sequences - Survey and Research Opportunities in the Transformer Era. CoRR (2024)
Alessandro Betti, Michele Casoni, Marco Gori, Simone Marullo, Stefano Melacci, Matteo Tiezzi
Neural Time-Reversed Generalized Riccati Equation. AAAI (2024)
Matteo Tiezzi, Michele Casoni, Alessandro Betti, Marco Gori, Stefano Melacci
State-Space Modeling in Long Sequence Processing: A Survey on Recurrence in the Transformer Era. CoRR (2024)
Alessandro Betti, Marco Gori
Nature-Inspired Local Propagation. CoRR (2024)
Lapo Faggi, Alessandro Betti, Dario Zanca, Stefano Melacci, Marco Gori
Local propagation of visual stimuli in focus of attention. Neurocomputing 560 (2023)
Alessandro Betti, Mauro Tucci
YOLO-S: A Lightweight and Accurate YOLO-like Network for Small Target Detection in Aerial Imagery. Sensors 23 (4) (2023)
Gabriele Ciravegna, Frédéric Precioso, Alessandro Betti, Kevin Mottin, Marco Gori
Knowledge-Driven Active Learning. ECML/PKDD (1) (2023)
Alessandro Betti, Michele Casoni, Marco Gori, Simone Marullo, Stefano Melacci, Matteo Tiezzi
Neural Time-Reversed Generalized Riccati Equation. CoRR (2023)
Alessandro Betti, Gabriele Ciravegna, Marco Gori, Stefano Melacci, Kevin Mottin, Frédéric Precioso
Toward Novel Optimizers: A Moreau-Yosida View of Gradient-Based Learning. AI*IA (2023)
Simone Marullo, Matteo Tiezzi, Alessandro Betti, Lapo Faggi, Enrico Meloni, Stefano Melacci
Continual Unsupervised Learning for Optical Flow Estimation with Deep Networks. CoLLAs (2022)
Alessandro Betti, Marco Gori, Stefano Melacci
Deep Learning to See: Towards New Foundations of Computer Vision. CoRR (2022)
Enrico Meloni, Lapo Faggi, Simone Marullo, Alessandro Betti, Matteo Tiezzi, Marco Gori, Stefano Melacci
PARTIME: Scalable and Parallel Processing Over Time with Deep Neural Networks. CoRR (2022)
Matteo Tiezzi, Simone Marullo, Alessandro Betti, Enrico Meloni, Lapo Faggi, Marco Gori, Stefano Melacci
Foveated Neural Computation. ECML/PKDD (3) (2022)
Matteo Tiezzi, Simone Marullo, Lapo Faggi, Enrico Meloni, Alessandro Betti, Stefano Melacci
Stochastic Coherence Over Attention Trajectory For Continuous Learning In Video Streams. CoRR (2022)
Alessandro Betti
A lightweight and accurate YOLO-like network for small target detection in Aerial Imagery. CoRR (2022)
Matteo Tiezzi, Simone Marullo, Lapo Faggi, Enrico Meloni, Alessandro Betti, Stefano Melacci
Stochastic Coherence Over Attention Trajectory For Continuous Learning In Video Streams. IJCAI (2022)
Enrico Meloni, Lapo Faggi, Simone Marullo, Alessandro Betti, Matteo Tiezzi, Marco Gori, Stefano Melacci
PARTIME: Scalable and Parallel Processing Over Time with Deep Neural Networks. ICMLA (2022)
Alessandro Betti, Lapo Faggi, Marco Gori, Matteo Tiezzi, Simone Marullo, Enrico Meloni, Stefano Melacci
Continual Learning through Hamilton Equations. CoLLAs (2022)
Antonio Di Tommaso, Alessandro Betti, Giacomo Fontanelli, Benedetto Michelozzi
A Multi-Stage model based on YOLOv3 for defect detection in PV panels based on IR and Visible Imaging by Unmanned Aerial Vehicle. CoRR (2021)
Enrico Meloni, Alessandro Betti, Lapo Faggi, Simone Marullo, Matteo Tiezzi, Stefano Melacci
Evaluating Continual Learning Algorithms by Generating 3D Virtual Environments. CoRR (2021)
Alessandro Betti, Giuseppe Boccignone, Lapo Faggi, Marco Gori, Stefano Melacci
Visual Features and Their Own Optical Flow. Frontiers Artif. Intell. 4 (2021)
Alessandro Betti, Marco Gori, Stefano Melacci, Marcello Pelillo, Fabio Roli
Can machines learn to see without visual databases? CoRR (2021)
Enrico Meloni, Alessandro Betti, Lapo Faggi, Simone Marullo, Matteo Tiezzi, Stefano Melacci
Evaluating Continual Learning Algorithms by Generating 3D Virtual Environments. CSSL (2021)
Alessandro Betti, Mauro Tucci, Emanuele Crisostomi, Antonio Piazzi, Sami Barmada, Dimitri Thomopulos
Fault Prediction and Early-Detection in Large PV Power Plants Based on Self-Organizing Maps. Sensors 21 (5) (2021)
Alessandro Betti, Benedetto Michelozzi, Andrea Bracci, Andrea Masini
Real-Time target detection in maritime scenarios based on YOLOv3 model. CoRR (2020)
Giuseppe Marra, Matteo Tiezzi, Stefano Melacci, Alessandro Betti, Marco Maggini, Marco Gori
Local Propagation in Constraint-based Neural Network. CoRR (2020)
Andrea Zugarini, Enrico Meloni, Alessandro Betti, Andrea Panizza, Marco Corneli, Marco Gori
An Optimal Control Approach to Learning in SIDARTHE Epidemic model. CoRR (2020)
Giuseppe Marra, Matteo Tiezzi, Stefano Melacci, Alessandro Betti, Marco Maggini, Marco Gori
Local Propagation in Constraint-based Neural Networks. IJCNN (2020)
Alessandro Betti, Marco Gori, Simone Marullo, Stefano Melacci
Developing Constrained Neural Units Over Time. IJCNN (2020)
Lapo Faggi, Alessandro Betti, Dario Zanca, Stefano Melacci, Marco Gori
Wave Propagation of Visual Stimuli in Focus of Attention. CoRR (2020)
Matteo Tiezzi, Stefano Melacci, Alessandro Betti, Marco Maggini, Marco Gori
Focus of Attention Improves Information Transfer in Visual Features. CoRR (2020)
Alessandro Betti, Marco Gori, Stefano Melacci
Learning visual features under motion invariance. Neural Networks 126 (2020)
Matteo Tiezzi, Stefano Melacci, Alessandro Betti, Marco Maggini, Marco Gori
Focus of Attention Improves Information Transfer in Visual Features. NeurIPS (2020)
Alessandro Betti, Marco Gori, Simone Marullo, Stefano Melacci
Developing Constrained Neural Units Over Time. CoRR (2020)
Alessandro Betti, Marco Gori, Stefano Melacci
Cognitive Action Laws: The Case of Visual Features. IEEE Trans. Neural Networks Learn. Syst. 31 (3) (2020)
Michela Moschella, Mauro Tucci, Emanuele Crisostomi, Alessandro Betti
A Machine Learning Model for Long-Term Power Generation Forecasting at Bidding Zone Level. CoRR (2019)
Alessandro Betti, Marco Gori
On the Role of Time in Learning. CoRR (2019)
Lorenzo Gigoni, Alessandro Betti, Mauro Tucci, Emanuele Crisostomi
A Scalable Predictive Maintenance Model for Detecting Wind Turbine Component Failures Based on SCADA Data. CoRR (2019)
Alessandro Betti, Marco Gori
Least Action Principles and Well-Posed Learning Problems. CoRR (2019)
Alessandro Betti, Emanuele Crisostomi, Gianluca Paolinelli, Antonio Piazzi, Fabrizio Ruffini, Mauro Tucci
Condition monitoring and early diagnostics methodologies for hydropower plants. CoRR (2019)
Giuseppe Marra, Dario Zanca, Alessandro Betti, Marco Gori
Learning Activation Functions by Means of Kernel Based Neural Networks. AI*IA (2019)
Alessandro Betti, Marco Gori, Stefano Melacci
Motion Invariance in Visual Environments. IJCAI (2019)
Alessandro Betti, Marco Gori, Stefano Melacci
Learning Visual Features Under Motion Invariance. CoRR (2019)
Alessandro Betti, Marco Gori
Spatiotemporal Local Propagation. CoRR (2019)
Alessandro Betti, Maria Luisa Lo Trovato, Fabio Salvatore Leonardi, Giuseppe Leotta, Fabrizio Ruffini, Ciro Lanzetta
Predictive Maintenance in Photovoltaic Plants with a Big Data Approach. CoRR (2019)
Michela Moschella, Mauro Tucci, Emanuele Crisostomi, Alessandro Betti
A Machine Learning Model for Long-Term Power Generation Forecasting at Bidding Zone Level. ISGT Europe (2019)
Alessandro Betti, Marco Gori
Backprop Diffusion is Biologically Plausible. CoRR (2019)
Lorenzo Gigoni, Alessandro Betti, Emanuele Crisostomi, Alessandro Franco, Mauro Tucci, Fabrizio Bizzarri, Debora Mucci
Day-Ahead Hourly Forecasting of Power Generation from Photovoltaic Plants. CoRR (2019)
Giuseppe Marra, Dario Zanca, Alessandro Betti, Marco Gori
Learning Neuron Non-Linearities with Kernel-Based Deep Neural Networks. CoRR (2018)
Alessandro Betti, Marco Gori, Giuseppe Marra
A Constrained-Based Approach to Machine Learning. SITIS (2018)
Giovanni Bellettini, Alessandro Betti, Marco Gori
Generalization in quasi-periodic environments. CoRR (2018)
Alessandro Betti, Marco Gori, Stefano Melacci
Cognitive Action Laws: The Case of Visual Features. CoRR (2018)
Alessandro Betti, Marco Gori
Convolutional Networks in Visual Environments. CoRR (2018)
Simone Di Domenico, Mauro De Sanctis, Ernestina Cianca, Lorenzo Silvestri, Vito Curcuru, Alessandro Betti
Classification of Heterogenous M2M/IoT Traffic Based on C-plane and U-plane Data. PIMRC (2018)
Alessandro Betti, Marco Gori, Stefano Melacci
Motion Invariance in Visual Environments. CoRR (2018)
Alessandro Betti, Marco Gori, Giuseppe Marra
Backpropagation and Biological Plausibility. CoRR (2018)
Alessandro Betti, Marco Gori
Trees in the Real Field. CoRR (2018)
Alessandro Betti, Marco Gori
On the Role of Time in Learning. IIH-MSP (1) (2017)
Alessandro Betti, Marco Gori
The principle of least cognitive action. Theor. Comput. Sci. 633 (2016)