Alessandro Betti

76 papers A* 5A 2B 5C 1Journal 46Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	State-space modeling in long sequence processing: a survey on recurrence in the transformer era. Neural Networks Matteo Tiezzi, Michele Casoni, Alessandro Betti, Marco Gori, Stefano Melacci
2025	A	`conf`	A Conditional Generative Diffusion Model for Spatio-Temporal Data. ECAI Giulio Loddi, Alessandro Betti, Fabio Pinelli
2025	—	`conf`	A Unified Framework for Neural Computation and Learning Over Time. ML-DE Stefano Melacci, Alessandro Betti, Michele Casoni, Tommaso Guidi, Matteo Tiezzi, Marco Gori
2025	B	`conf`	Generative System Dynamics in Recurrent Neural Networks. IJCNN Michele Casoni, Tommaso Guidi, Alessandro Betti, Stefano Melacci, Marco Gori
2025	J	`jnl`	Generative System Dynamics in Recurrent Neural Networks. CoRR Michele Casoni, Tommaso Guidi, Alessandro Betti, Stefano Melacci, Marco Gori
2025	—	`conf`	Perpetual Generation: Online Learning of Linear State-Space Models from a Single Stream. ICANN (1) Michele Casoni, Tommaso Guidi, Stefano Melacci, Alessandro Betti, Marco Gori
2025	B	`conf`	Position Paper: A new Perspective on Online Continual Learning. IJCNN Nicolò Navarin, Alessandro Betti, Marco Gori
2024	J	`jnl`	A Unified Framework for Neural Computation and Learning Over Time. CoRR Stefano Melacci, Alessandro Betti, Michele Casoni, Tommaso Guidi, Matteo Tiezzi, Marco Gori
2024	J	`jnl`	A new perspective on optimizers: leveraging moreau-yosida approximation in gradient-based learning. Intelligenza Artificiale Alessandro Betti, Gabriele Ciravegna, Marco Gori, Stefano Melacci, Kevin Mottin, Frédéric Precioso
2024	A	`conf`	Bridging Continual Learning of Motion and Self-Supervised Representations. ECAI Matteo Tiezzi, Simone Marullo, Alessandro Betti, Michele Casoni, Stefano Melacci
2024	J	`jnl`	Dynamic Decoupling of Placid Terminal Attractor-based Gradient Descent Algorithm. CoRR Jinwei Zhao, Marco Gori, Alessandro Betti, Stefano Melacci, Hongtao Zhang, Jiedong Liu, Xinhong Hei
2024	A*	`conf`	Nature-Inspired Local Propagation. NeurIPS Alessandro Betti, Marco Gori
2024	J	`jnl`	Nature-Inspired Local Propagation. CoRR Alessandro Betti, Marco Gori
2024	A*	`conf`	Neural Time-Reversed Generalized Riccati Equation. AAAI Alessandro Betti, Michele Casoni, Marco Gori, Simone Marullo, Stefano Melacci, Matteo Tiezzi
2024	J	`jnl`	On the Resurgence of Recurrent Models for Long Sequences - Survey and Research Opportunities in the Transformer Era. CoRR Matteo Tiezzi, Michele Casoni, Alessandro Betti, Tommaso Guidi, Marco Gori, Stefano Melacci
2024	—	`conf`	Pitfalls in Processing Infinite-Length Sequences with Popular Approaches for Sequential Data. ANNPR Michele Casoni, Tommaso Guidi, Matteo Tiezzi, Alessandro Betti, Marco Gori, Stefano Melacci
2024	J	`jnl`	State-Space Modeling in Long Sequence Processing: A Survey on Recurrence in the Transformer Era. CoRR Matteo Tiezzi, Michele Casoni, Alessandro Betti, Marco Gori, Stefano Melacci
2023	—	`conf`	Forward Approximate Solution for Linear Quadratic Tracking. WIRN Alessandro Betti, Michele Casoni, Marco Gori
2023	—	`conf`	Knowledge-Driven Active Learning. ECML/PKDD (1) Gabriele Ciravegna, Frédéric Precioso, Alessandro Betti, Kevin Mottin, Marco Gori
2023	J	`jnl`	Local propagation of visual stimuli in focus of attention. Neurocomputing Lapo Faggi, Alessandro Betti, Dario Zanca, Stefano Melacci, Marco Gori
2023	J	`jnl`	Neural Time-Reversed Generalized Riccati Equation. CoRR Alessandro Betti, Michele Casoni, Marco Gori, Simone Marullo, Stefano Melacci, Matteo Tiezzi
2023	—	`conf`	Toward Novel Optimizers: A Moreau-Yosida View of Gradient-Based Learning. AI*IA Alessandro Betti, Gabriele Ciravegna, Marco Gori, Stefano Melacci, Kevin Mottin, Frédéric Precioso
2023	J	`jnl`	YOLO-S: A Lightweight and Accurate YOLO-like Network for Small Target Detection in Aerial Imagery. Sensors Alessandro Betti, Mauro Tucci
2022	J	`jnl`	A lightweight and accurate YOLO-like network for small target detection in Aerial Imagery. CoRR Alessandro Betti
2022	—	`conf`	Continual Learning through Hamilton Equations. CoLLAs Alessandro Betti, Lapo Faggi, Marco Gori, Matteo Tiezzi, Simone Marullo, Enrico Meloni, Stefano Melacci
2022	—	`conf`	Continual Unsupervised Learning for Optical Flow Estimation with Deep Networks. CoLLAs Simone Marullo, Matteo Tiezzi, Alessandro Betti, Lapo Faggi, Enrico Meloni, Stefano Melacci
2022	—	`book`	Deep Learning to See - Towards New Foundations of Computer Vision Alessandro Betti, Marco Gori, Stefano Melacci
2022	J	`jnl`	Deep Learning to See: Towards New Foundations of Computer Vision. CoRR Alessandro Betti, Marco Gori, Stefano Melacci
2022	—	`conf`	Foveated Neural Computation. ECML/PKDD (3) Matteo Tiezzi, Simone Marullo, Alessandro Betti, Enrico Meloni, Lapo Faggi, Marco Gori, Stefano Melacci
2022	C	`conf`	PARTIME: Scalable and Parallel Processing Over Time with Deep Neural Networks. ICMLA Enrico Meloni, Lapo Faggi, Simone Marullo, Alessandro Betti, Matteo Tiezzi, Marco Gori, Stefano Melacci
2022	J	`jnl`	PARTIME: Scalable and Parallel Processing Over Time with Deep Neural Networks. CoRR Enrico Meloni, Lapo Faggi, Simone Marullo, Alessandro Betti, Matteo Tiezzi, Marco Gori, Stefano Melacci
2022	A*	`conf`	Stochastic Coherence Over Attention Trajectory For Continuous Learning In Video Streams. IJCAI Matteo Tiezzi, Simone Marullo, Lapo Faggi, Enrico Meloni, Alessandro Betti, Stefano Melacci
2022	J	`jnl`	Stochastic Coherence Over Attention Trajectory For Continuous Learning In Video Streams. CoRR Matteo Tiezzi, Simone Marullo, Lapo Faggi, Enrico Meloni, Alessandro Betti, Stefano Melacci
2021	J	`jnl`	A Multi-Stage model based on YOLOv3 for defect detection in PV panels based on IR and Visible Imaging by Unmanned Aerial Vehicle. CoRR Antonio Di Tommaso, Alessandro Betti, Giacomo Fontanelli, Benedetto Michelozzi
2021	J	`jnl`	Can machines learn to see without visual databases? CoRR Alessandro Betti, Marco Gori, Stefano Melacci, Marcello Pelillo, Fabio Roli
2021	—	`conf`	Evaluating Continual Learning Algorithms by Generating 3D Virtual Environments. CSSL Enrico Meloni, Alessandro Betti, Lapo Faggi, Simone Marullo, Matteo Tiezzi, Stefano Melacci
2021	J	`jnl`	Evaluating Continual Learning Algorithms by Generating 3D Virtual Environments. CoRR Enrico Meloni, Alessandro Betti, Lapo Faggi, Simone Marullo, Matteo Tiezzi, Stefano Melacci
2021	J	`jnl`	Fault Prediction and Early-Detection in Large PV Power Plants Based on Self-Organizing Maps. Sensors Alessandro Betti, Mauro Tucci, Emanuele Crisostomi, Antonio Piazzi, Sami Barmada, Dimitri Thomopulos
2021	J	`jnl`	Visual Features and Their Own Optical Flow. Frontiers Artif. Intell. Alessandro Betti, Giuseppe Boccignone, Lapo Faggi, Marco Gori, Stefano Melacci
2020	J	`jnl`	An Optimal Control Approach to Learning in SIDARTHE Epidemic model. CoRR Andrea Zugarini, Enrico Meloni, Alessandro Betti, Andrea Panizza, Marco Corneli, Marco Gori
2020	J	`jnl`	Cognitive Action Laws: The Case of Visual Features. IEEE Trans. Neural Networks Learn. Syst. Alessandro Betti, Marco Gori, Stefano Melacci
2020	B	`conf`	Developing Constrained Neural Units Over Time. IJCNN Alessandro Betti, Marco Gori, Simone Marullo, Stefano Melacci
2020	J	`jnl`	Developing Constrained Neural Units Over Time. CoRR Alessandro Betti, Marco Gori, Simone Marullo, Stefano Melacci
2020	A*	`conf`	Focus of Attention Improves Information Transfer in Visual Features. NeurIPS Matteo Tiezzi, Stefano Melacci, Alessandro Betti, Marco Maggini, Marco Gori
2020	J	`jnl`	Focus of Attention Improves Information Transfer in Visual Features. CoRR Matteo Tiezzi, Stefano Melacci, Alessandro Betti, Marco Maggini, Marco Gori
2020	J	`jnl`	Learning visual features under motion invariance. Neural Networks Alessandro Betti, Marco Gori, Stefano Melacci
2020	J	`jnl`	Local Propagation in Constraint-based Neural Network. CoRR Giuseppe Marra, Matteo Tiezzi, Stefano Melacci, Alessandro Betti, Marco Maggini, Marco Gori
2020	B	`conf`	Local Propagation in Constraint-based Neural Networks. IJCNN Giuseppe Marra, Matteo Tiezzi, Stefano Melacci, Alessandro Betti, Marco Maggini, Marco Gori
2020	J	`jnl`	Real-Time target detection in maritime scenarios based on YOLOv3 model. CoRR Alessandro Betti, Benedetto Michelozzi, Andrea Bracci, Andrea Masini
2020	—	`ch.`	Trees in the Real Field. Neural Approaches to Dynamics of Signal Exchanges Alessandro Betti, Marco Gori
2020	J	`jnl`	Wave Propagation of Visual Stimuli in Focus of Attention. CoRR Lapo Faggi, Alessandro Betti, Dario Zanca, Stefano Melacci, Marco Gori
2019	—	`conf`	A Machine Learning Model for Long-Term Power Generation Forecasting at Bidding Zone Level. ISGT Europe Michela Moschella, Mauro Tucci, Emanuele Crisostomi, Alessandro Betti
2019	J	`jnl`	A Machine Learning Model for Long-Term Power Generation Forecasting at Bidding Zone Level. CoRR Michela Moschella, Mauro Tucci, Emanuele Crisostomi, Alessandro Betti
2019	J	`jnl`	A Scalable Predictive Maintenance Model for Detecting Wind Turbine Component Failures Based on SCADA Data. CoRR Lorenzo Gigoni, Alessandro Betti, Mauro Tucci, Emanuele Crisostomi
2019	J	`jnl`	Backprop Diffusion is Biologically Plausible. CoRR Alessandro Betti, Marco Gori
2019	J	`jnl`	Condition monitoring and early diagnostics methodologies for hydropower plants. CoRR Alessandro Betti, Emanuele Crisostomi, Gianluca Paolinelli, Antonio Piazzi, Fabrizio Ruffini, Mauro Tucci
2019	J	`jnl`	Day-Ahead Hourly Forecasting of Power Generation from Photovoltaic Plants. CoRR Lorenzo Gigoni, Alessandro Betti, Emanuele Crisostomi, Alessandro Franco, Mauro Tucci, Fabrizio Bizzarri, Debora Mucci
2019	—	`conf`	Learning Activation Functions by Means of Kernel Based Neural Networks. AI*IA Giuseppe Marra, Dario Zanca, Alessandro Betti, Marco Gori
2019	J	`jnl`	Learning Visual Features Under Motion Invariance. CoRR Alessandro Betti, Marco Gori, Stefano Melacci
2019	J	`jnl`	Least Action Principles and Well-Posed Learning Problems. CoRR Alessandro Betti, Marco Gori
2019	A*	`conf`	Motion Invariance in Visual Environments. IJCAI Alessandro Betti, Marco Gori, Stefano Melacci
2019	J	`jnl`	On the Role of Time in Learning. CoRR Alessandro Betti, Marco Gori
2019	J	`jnl`	Predictive Maintenance in Photovoltaic Plants with a Big Data Approach. CoRR Alessandro Betti, Maria Luisa Lo Trovato, Fabio Salvatore Leonardi, Giuseppe Leotta, Fabrizio Ruffini, Ciro Lanzetta
2019	J	`jnl`	Spatiotemporal Local Propagation. CoRR Alessandro Betti, Marco Gori
2018	—	`conf`	A Constrained-Based Approach to Machine Learning. SITIS Alessandro Betti, Marco Gori, Giuseppe Marra
2018	J	`jnl`	Backpropagation and Biological Plausibility. CoRR Alessandro Betti, Marco Gori, Giuseppe Marra
2018	B	`conf`	Classification of Heterogenous M2M/IoT Traffic Based on C-plane and U-plane Data. PIMRC Simone Di Domenico, Mauro De Sanctis, Ernestina Cianca, Lorenzo Silvestri, Vito Curcuru, Alessandro Betti
2018	J	`jnl`	Cognitive Action Laws: The Case of Visual Features. CoRR Alessandro Betti, Marco Gori, Stefano Melacci
2018	J	`jnl`	Convolutional Networks in Visual Environments. CoRR Alessandro Betti, Marco Gori
2018	J	`jnl`	Generalization in quasi-periodic environments. CoRR Giovanni Bellettini, Alessandro Betti, Marco Gori
2018	J	`jnl`	Learning Neuron Non-Linearities with Kernel-Based Deep Neural Networks. CoRR Giuseppe Marra, Dario Zanca, Alessandro Betti, Marco Gori
2018	J	`jnl`	Motion Invariance in Visual Environments. CoRR Alessandro Betti, Marco Gori, Stefano Melacci
2018	J	`jnl`	Trees in the Real Field. CoRR Alessandro Betti, Marco Gori
2017	—	`conf`	On the Role of Time in Learning. IIH-MSP (1) Alessandro Betti, Marco Gori
2016	J	`jnl`	The principle of least cognitive action. Theor. Comput. Sci. Alessandro Betti, Marco Gori
2011	—	`—`	Transport and Noise properties of silicon and carbon one-dimensional devices. Alessandro Betti