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S

Stefano Melacci

university of siena

15H-index
159Paper Count
1.1KCitation Count
Published Papers 19
Publication Date
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Perpetual Generation: Online Learning of Linear State-Space Models from a Single Stream
errARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT I
IF0
err2026-01-01
err0
PREAI
errCasoni, Michele; Guidi, Tommaso; Melacci, Stefano; Betti, Alessandro; Gori, Marco
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errSave
State-space modeling in long sequence processing: a survey on recurrence in the transformer era
errNeural Networks
IF6.3
err2025-08-29
err0
errOAAI
errMatteo Tiezzi; Michele Casoni; Alessandro Betti; Marco Gori; Stefano Melacci
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errSave
Continual learning of conjugated visual representations through higher-order motion flows
errNEURAL NETWORKS
IF6.3
err2025-07-01
err0
errOAAI
errMarullo, Simone; Tiezzi, Matteo; Gori, Marco; Melacci, Stefano
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errSave
The KANDY benchmark: Incremental neuro-symbolic learning and reasoning with Kandinsky patterns
errMachine Learning
IF2.9
err2025-06-05
err0
PREAI
errLuca Salvatore Lorello; Marco Lippi; Stefano Melacci
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errSave
Back to recurrent processing at the crossroad of transformers and state-space models
errNATURE MACHINE INTELLIGENCE
IF23.9
err2025-05-15
err0
PREAI
errTiezzi, Matteo; Casoni, Michele; Betti, Alessandro; Guidi, Tommaso; Gori, Marco; Melacci, Stefano
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errSave
Local propagation of visual stimuli in focus of attention
errNEUROCOMPUTING
IF6.5
err2023-12-01
err0
errOAAI
errFaggi, Lapo; Betti, Alessandro; Zanca, Dario; Melacci, Stefano; Gori, Marco
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errSave
Logic Explained Networks
errartificial intelligence review
IF4.6
err2023-01-01
err25
errOAAI
errCiravegna, Gabriele; Barbiero, Pietro; Giannini, Francesco; Gori, Marco; Lio, Pietro; Maggini, Marco; Melacci, Stefano
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errSave
A language modeling-like approach to sketching
errNEURAL NETWORKS
IF6.3
err2021-12-01
err0
PREAI
errGraziani, Lisa; Gori, Marco; Melacci, Stefano
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errSave
Visual Features and Their Own Optical Flow
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2021-12-01
err2
errOAAI
errBetti, Alessandro; Boccignone, Giuseppe; Faggi, Lapo; Gori, Marco; Melacci, Stefano
errShare
errSave
Learning in Text Streams: Discovery and Disambiguation of Entity and Relation Instances
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2020-11-01
err11
errOAAI
errMaggini, Marco; Marra, Giuseppe; Melacci, Stefano; Zugarini, Andrea
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errSave
Asynchronous Distributed Learning From Constraints
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2020-10-01
err6
errOAAI
errFarina, Francesco; Melacci, Stefano; Garulli, Andrea; Giannitrapani, Antonio
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errSave
Learning visual features under motion invariance
errNEURAL NETWORKS
IF6.3
err2020-06-01
err4
errOAAI
errBetti, Alessandro; Gori, Marco; Melacci, Stefano
errShare
errSave
Cognitive Action Laws: The Case of Visual Features
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2020-03-01
err4
errOAAI
errBetti, Alessandro; Gori, Marco; Melacci, Stefano
errShare
errSave
Learning With Mixed Hard/Soft Pointwise Constraints
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2015-09-01
err10
PREAI
errGnecco, Giorgio; Gori, Marco; Melacci, Stefano; Sanguineti, Marcello
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errSave
A theoretical framework for supervised learning from regions
errNEUROCOMPUTING
IF6.5
err2014-04-01
err10
errOAAI
errGnecco, Giorgio; Gori, Marco; Melacci, Stefano; Sanguineti, Marcello
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errSave
Constraint Verification With Kernel Machines
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2013-05-01
err17
PREAI
errGori, Marco; Melacci, Stefano
errShare
errSave
Unsupervised Learning by Minimal Entropy Encoding
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2012-12-01
err21
PREAI
errMelacci, Stefano; Gori, Marco
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errSave
Learning from pairwise constraints by Similarity Neural Networks
errNEURAL NETWORKS
IF6.3
err2012-02-01
err16
PREAI
errMaggini, Marco; Melacci, Stefano; Sarti, Lorenzo
errShare
errSave
A template-based approach to automatic face enhancement
errPATTERN ANALYSIS AND APPLICATIONS
IF2
err2009-04-08
err17
PREAI
errMelacci, Stefano; Sarti, Lorenzo; Maggini, Marco; Gori, Marco
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errSave

Research Directions

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Co-authors
Cooperation Journals
P
Píetro Lió
H-index: 72 · Papers: 1.1K
M
Marco Gori
H-index: 47 · Papers: 516
A
Andrea Garulli
H-index: 39 · Papers: 252
M
Marco Lippi
H-index: 29 · Papers: 169
M
Marcello Sanguineti
H-index: 27 · Papers: 210
View more