Stefano Melacci

151 papers A* 10A 3B 14C 7Journal 77Unranked 37
YearRankTypeTitle / Venue / Authors
2026 J jnl
Book your room in the Turing Hotel! A symmetric and distributed Turing Test with multiple AIs and humans.
CoRR
Christian Di Maio, Tommaso Guidi, Luigi Quarantiello, Jack Bell, Marco Gori, Stefano Melacci, Vincenzo Lomonaco
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 Neuro-Symbolic Framework for Sequence Classification with Relational and Temporal Knowledge.
IJCAI
Luca Salvatore Lorello, Marco Lippi, Stefano Melacci
2025 J jnl
A Neuro-Symbolic Framework for Sequence Classification with Relational and Temporal Knowledge.
CoRR
Luca Salvatore Lorello, Marco Lippi, Stefano Melacci
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
Attacking RAG Systems in Multiple Domains with Locally Running and Automatic Procedures.
IJCNN
Christian Di Maio, Stefano Melacci
2025 J jnl
Continual learning of conjugated visual representations through higher-order motion flows.
Neural Networks
Simone Marullo, Matteo Tiezzi, Marco Gori, Stefano Melacci
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 J jnl
LTLZinc: a Benchmarking Framework for Continual Learning and Neuro-Symbolic Temporal Reasoning.
CoRR
Luca Salvatore Lorello, Nikolaos Manginas, Marco Lippi, Stefano Melacci
2025 — conf
Neuro-Symbolic Learning from Temporal Sequences in Safety-Critical Systems (short paper).
ANSyA@ECAI
Luca Salvatore Lorello, Laura Carnevali, Marco Lippi, Stefano Melacci
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 A conf
Pirates of the RAG: Adaptively Attacking LLMs to Leak Knowledge Bases.
ECAI
Christian Di Maio, Cristian Cosci, Marco Maggini, Valentina Poggioni, Stefano Melacci
2025 B conf
Position Paper: Collectionless Artificial Intelligence.
IJCNN
Marco Gori, Stefano Melacci
2025 J jnl
The KANDY benchmark: Incremental neuro-symbolic learning and reasoning with Kandinsky patterns.
Mach. Learn.
Luca Salvatore Lorello, Marco Lippi, Stefano Melacci
2025 — conf
Towards Building a Trustworthy RAG-Based Chatbot for the Italian Public Administration.
HHAI
Chandana Sree Mala, Christian Di Maio, Mattia Proietti, Gizem Gezici, Fosca Giannotti, Stefano Melacci, Alessandro Lenci, 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 — conf
Benchmarking in Neuro-Symbolic AI.
IJCLR
Robin Manhaeve, Francesco Giannini, Mehdi Ali, Damiano Azzolini, Alice Bizzarri, Andrea Borghesi, Samuele Bortolotti, Luc De Raedt, Devendra Singh Dhami, Michelangelo Diligenti, Sebastijan Dumancic, Boi Faltings, Elisabetta Gentili, Alfonso Gerevini, Marco Gori, Tias Guns, Martin Homola, Kristian Kersting, Jens Lehmann, Michele Lombardi, Luca Salvatore Lorello, Emanuele Marconato, Stefano Melacci, Andrea Passerini, Debjit Paul, Fabrizio Riguzzi, Stefano Teso, Neil Yorke-Smith, Marco Lippi
2024 A conf
Bridging Continual Learning of Motion and Self-Supervised Representations.
ECAI
Matteo Tiezzi, Simone Marullo, Alessandro Betti, Michele Casoni, Stefano Melacci
2024 — ed.
Conference on Lifelong Learning Agents, 29-1 August 2024, University of Pisa, Pisa, Italy.
CoLLAs
Vincenzo Lomonaco, Stefano Melacci, Tinne Tuytelaars, Sarath Chandar, Razvan Pascanu
2024 — conf
Continual Learning for Unsupervised Concept Bottleneck Discovery.
CoLLAs
Luca Salvatore Lorello, Marco Lippi, Stefano Melacci
2024 J jnl
Continual Learning of Conjugated Visual Representations through Higher-order Motion Flows.
CoRR
Simone Marullo, Matteo Tiezzi, Marco Gori, Stefano Melacci
2024 — conf
Continual Neural Computation.
ECML/PKDD (2)
Matteo Tiezzi, Simone Marullo, Federico Becattini, 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 J jnl
Enhancing Modern Supervised Word Sense Disambiguation Models by Semantic Lexical Resources.
CoRR
Stefano Melacci, Achille Globo, Leonardo Rigutini
2024 — conf
Memory Head for Pre-Trained Backbones in Continual Learning.
CoLLAs
Matteo Tiezzi, Federico Becattini, Simone Marullo, Stefano Melacci
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
Neural paraphrasing by automatically crawled and aligned sentence pairs.
CoRR
Achille Globo, Antonio Trevisi, Andrea Zugarini, Leonardo Rigutini, Marco Maggini, Stefano Melacci
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 J jnl
Pirates of the RAG: Adaptively Attacking LLMs to Leak Knowledge Bases.
CoRR
Christian Di Maio, Cristian Cosci, Marco Maggini, Valentina Poggioni, 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
2024 — conf
Task-Incremental Learning on Long Text Sequences.
CLiC-it
Natalia Graziuso, Andrea Zugarini, Stefano Melacci
2024 J jnl
The KANDY Benchmark: Incremental Neuro-Symbolic Learning and Reasoning with Kandinsky Patterns.
CoRR
Luca Salvatore Lorello, Marco Lippi, Stefano Melacci
2024 — conf
Tomorrow Brings Greater Knowledge: Large Language Models Join Dynamic Temporal Knowledge Graphs.
CoLLAs
Christian Di Maio, Andrea Zugarini, Francesco Giannini, Marco Maggini, Stefano Melacci
2023 J jnl
Collectionless Artificial Intelligence.
CoRR
Marco Gori, Stefano Melacci
2023 B conf
Continual Learning with Pretrained Backbones by Tuning in the Input Space.
IJCNN
Simone Marullo, Matteo Tiezzi, Marco Gori, Stefano Melacci, Tinne Tuytelaars
2023 J jnl
Continual Learning with Pretrained Backbones by Tuning in the Input Space.
CoRR
Simone Marullo, Matteo Tiezzi, Marco Gori, Stefano Melacci, Tinne Tuytelaars
2023 — ch.
Learning Logic Explanations by Neural Networks.
Compendium of Neurosymbolic Artificial Intelligence
Gabriele Ciravegna, Francesco Giannini, Pietro Barbiero, Marco Gori, Pietro Lio, Marco Maggini, Stefano Melacci
2023 J jnl
Local propagation of visual stimuli in focus of attention.
Neurocomputing
Lapo Faggi, Alessandro Betti, Dario Zanca, Stefano Melacci, Marco Gori
2023 C conf
Logic Explained Networks.
NeSy
Gabriele Ciravegna, Pietro Barbiero, Francesco Giannini, Marco Gori, Pietro Liò, Marco Maggini, Stefano Melacci
2023 J jnl
Logic Explained Networks.
Artif. Intell.
Gabriele Ciravegna, Pietro Barbiero, Francesco Giannini, Marco Gori, Pietro Liò, Marco Maggini, Stefano Melacci
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
2022 A* conf
Being Friends Instead of Adversaries: Deep Networks Learn from Data Simplified by Other Networks.
AAAI
Simone Marullo, Matteo Tiezzi, Marco Gori, Stefano Melacci
2022 J jnl
Concept Embedding Models.
CoRR
Mateo Espinosa Zarlenga, Pietro Barbiero, Gabriele Ciravegna, Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Zohreh Shams, Frédéric Precioso, Stefano Melacci, Adrian Weller, Pietro Liò, Mateja Jamnik
2022 A* conf
Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off.
NeurIPS
Mateo Espinosa Zarlenga, Pietro Barbiero, Gabriele Ciravegna, Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Zohreh Shams, Frédéric Precioso, Stefano Melacci, Adrian Weller, Pietro Lió, Mateja Jamnik
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 J jnl
Deep Constraint-Based Propagation in Graph Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Matteo Tiezzi, Giuseppe Marra, Stefano Melacci, Marco Maggini
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 J jnl
Domain Knowledge Alleviates Adversarial Attacks in Multi-Label Classifiers.
IEEE Trans. Pattern Anal. Mach. Intell.
Stefano Melacci, Gabriele Ciravegna, Angelo Sotgiu, Ambra Demontis, Battista Biggio, Marco Gori, Fabio Roli
2022 A* conf
Entropy-Based Logic Explanations of Neural Networks.
AAAI
Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Pietro Lió, 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 J jnl
Learning to Identify Drilling Defects in Turbine Blades with Single Stage Detectors.
CoRR
Andrea Panizza, Szymon Tomasz Stefanek, Stefano Melacci, Giacomo Veneri, Marco Gori
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 language modeling-like approach to sketching.
Neural Networks
Lisa Graziani, Marco Gori, Stefano Melacci
2021 J jnl
Being Friends Instead of Adversaries: Deep Networks Learn from Data Simplified by Other Networks.
CoRR
Simone Marullo, Matteo Tiezzi, Marco Gori, Stefano Melacci
2021 J jnl
Can machines learn to see without visual databases?
CoRR
Alessandro Betti, Marco Gori, Stefano Melacci, Marcello Pelillo, Fabio Roli
2021 J jnl
Entropy-based Logic Explanations of Neural Networks.
CoRR
Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Pietro Lió, Marco Gori, Stefano Melacci
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 B conf
Friendly Training: Neural Networks Can Adapt Data To Make Learning Easier.
IJCNN
Simone Marullo, Matteo Tiezzi, Marco Gori, Stefano Melacci
2021 J jnl
Friendly Training: Neural Networks Can Adapt Data To Make Learning Easier.
CoRR
Simone Marullo, Matteo Tiezzi, Marco Gori, Stefano Melacci
2021 B conf
Generate and Revise: Reinforcement Learning in Neural Poetry.
IJCNN
Andrea Zugarini, Luca Pasqualini, Stefano Melacci, Marco Maggini
2021 J jnl
Generate and Revise: Reinforcement Learning in Neural Poetry.
CoRR
Andrea Zugarini, Luca Pasqualini, Stefano Melacci, Marco Maggini
2021 — conf
HeMoG: A White-Box Model to Unveil the Connection between Saliency Information and Human Head Motion in Virtual Reality.
AIVR
Miguel Fabián Romero Rondón, Dario Zanca, Stefano Melacci, Marco Gori, Lucile Sassatelli
2021 J jnl
Logic Explained Networks.
CoRR
Gabriele Ciravegna, Pietro Barbiero, Francesco Giannini, Marco Gori, Pietro Lió, Marco Maggini, Stefano Melacci
2021 C conf
Messing Up 3D Virtual Environments: Transferable Adversarial 3D Objects.
ICMLA
Enrico Meloni, Matteo Tiezzi, Luca Pasqualini, Marco Gori, Stefano Melacci
2021 J jnl
Messing Up 3D Virtual Environments: Transferable Adversarial 3D Objects.
CoRR
Enrico Meloni, Matteo Tiezzi, Luca Pasqualini, Marco Gori, Stefano Melacci
2021 J jnl
Visual Features and Their Own Optical Flow.
Frontiers Artif. Intell.
Alessandro Betti, Giuseppe Boccignone, Lapo Faggi, Marco Gori, Stefano Melacci
2020 A* conf
A Constraint-Based Approach to Learning and Explanation.
AAAI
Gabriele Ciravegna, Francesco Giannini, Stefano Melacci, Marco Maggini, Marco Gori
2020 A conf
A Lagrangian Approach to Information Propagation in Graph Neural Networks.
ECAI
Matteo Tiezzi, Giuseppe Marra, Stefano Melacci, Marco Maggini, Marco Gori
2020 J jnl
A Lagrangian Approach to Information Propagation in Graph Neural Networks.
CoRR
Matteo Tiezzi, Giuseppe Marra, Stefano Melacci, Marco Maggini, Marco Gori
2020 J jnl
Asynchronous Distributed Learning From Constraints.
IEEE Trans. Neural Networks Learn. Syst.
Francesco Farina, Stefano Melacci, Andrea Garulli, Antonio Giannitrapani
2020 J jnl
Can Domain Knowledge Alleviate Adversarial Attacks in Multi-Label Classifiers?
CoRR
Stefano Melacci, Gabriele Ciravegna, Angelo Sotgiu, Ambra Demontis, Battista Biggio, Marco Gori, Fabio Roli
2020 J jnl
Cognitive Action Laws: The Case of Visual Features.
IEEE Trans. Neural Networks Learn. Syst.
Alessandro Betti, Marco Gori, Stefano Melacci
2020 J jnl
Deep Lagrangian Constraint-based Propagation in Graph Neural Networks.
CoRR
Matteo Tiezzi, Giuseppe Marra, Stefano Melacci, Marco Maggini
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 — conf
Generating Facial Expressions Associated with Text.
ICANN (1)
Lisa Graziani, Stefano Melacci, Marco Gori
2020 J jnl
Gravitational Laws of Focus of Attention.
IEEE Trans. Pattern Anal. Mach. Intell.
Dario Zanca, Stefano Melacci, Marco Gori
2020 J jnl
Gravitational Models Explain Shifts on Human Visual Attention.
CoRR
Dario Zanca, Marco Gori, Stefano Melacci, Alessandra Rufa
2020 A* conf
Human-Driven FOL Explanations of Deep Learning.
IJCAI
Gabriele Ciravegna, Francesco Giannini, Marco Gori, Marco Maggini, Stefano Melacci
2020 J jnl
Learning in Text Streams: Discovery and Disambiguation of Entity and Relation Instances.
IEEE Trans. Neural Networks Learn. Syst.
Marco Maggini, Giuseppe Marra, Stefano Melacci, Andrea Zugarini
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 B conf
SAILenv: Learning in Virtual Visual Environments Made Simple.
ICPR
Enrico Meloni, Luca Pasqualini, Matteo Tiezzi, Marco Gori, Stefano Melacci
2020 J jnl
SAILenv: Learning in Virtual Visual Environments Made Simple.
CoRR
Enrico Meloni, Luca Pasqualini, Matteo Tiezzi, Marco Gori, Stefano Melacci
2020 B conf
Toward Improving the Evaluation of Visual Attention Models: a Crowdsourcing Approach.
IJCNN
Dario Zanca, Stefano Melacci, Marco Gori
2020 J jnl
Toward Improving the Evaluation of Visual Attention Models: a Crowdsourcing Approach.
CoRR
Dario Zanca, Stefano Melacci, 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 J jnl
An Unsupervised Character-Aware Neural Approach to Word and Context Representation Learning.
CoRR
Giuseppe Marra, Andrea Zugarini, Stefano Melacci, Marco Maggini
2019 J jnl
Asynchronous Distributed Learning from Constraints.
CoRR
Francesco Farina, Stefano Melacci, Andrea Garulli, Antonio Giannitrapani
2019 J jnl
Coherence constraints in facial expression recognition.
Intelligenza Artificiale
Lisa Graziani, Stefano Melacci, Marco Gori
2019 — conf
Jointly Learning to Detect Emotions and Predict Facebook Reactions.
ICANN (4)
Lisa Graziani, Stefano Melacci, Marco Gori
2019 J jnl
Jointly Learning to Detect Emotions and Predict Facebook Reactions.
CoRR
Lisa Graziani, Stefano Melacci, Marco Gori
2019 J jnl
Learning Visual Features Under Motion Invariance.
CoRR
Alessandro Betti, Marco Gori, Stefano Melacci
2019 J jnl
Learning in Text Streams: Discovery and Disambiguation of Entity and Relation Instances.
CoRR
Marco Maggini, Giuseppe Marra, Stefano Melacci, Andrea Zugarini
2019 A* conf
Motion Invariance in Visual Environments.
IJCAI
Alessandro Betti, Marco Gori, Stefano Melacci
2019 — conf
Neural Paraphrasing by Automatically Crawled and Aligned Sentence Pairs.
SNAMS
Achille Globo, Antonio Trevisi, Andrea Zugarini, Leonardo Rigutini, Marco Maggini, Stefano Melacci
2019 — conf
Neural Poetry: Learning to Generate Poems Using Syllables.
ICANN (4)
Andrea Zugarini, Stefano Melacci, Marco Maggini
2019 J jnl
Neural Poetry: Learning to Generate Poems using Syllables.
CoRR
Andrea Zugarini, Stefano Melacci, Marco Maggini
2019 J jnl
Video Surveillance of Highway Traffic Events by Deep Learning Architectures.
CoRR
Matteo Tiezzi, Stefano Melacci, Marco Maggini, Angelo Frosini
2018 — conf
An Unsupervised Character-Aware Neural Approach to Word and Context Representation Learning.
ICANN (3)
Giuseppe Marra, Andrea Zugarini, Stefano Melacci, Marco Maggini
2018 J jnl
Cognitive Action Laws: The Case of Visual Features.
CoRR
Alessandro Betti, Marco Gori, Stefano Melacci
2018 J jnl
Coherence Constraints in Facial Expression Recognition.
CoRR
Lisa Graziani, Stefano Melacci, Marco Gori
2018 — conf
Combining Deep Learning and Symbolic Processing for Extracting Knowledge from Raw Text.
ANNPR
Andrea Zugarini, Jérémy Morvan, Stefano Melacci, Stefan Knerr, Marco Gori
2018 B conf
Enhancing Modern Supervised Word Sense Disambiguation Models by Semantic Lexical Resources.
LREC
Stefano Melacci, Achille Globo, Leonardo Rigutini
2018 J jnl
Motion Invariance in Visual Environments.
CoRR
Alessandro Betti, Marco Gori, Stefano Melacci
2018 — conf
The Role of Coherence in Facial Expression Recognition.
AI*IA
Lisa Graziani, Stefano Melacci, Marco Gori
2018 — conf
Video Surveillance of Highway Traffic Events by Deep Learning Architectures.
ICANN (3)
Matteo Tiezzi, Stefano Melacci, Marco Maggini, Angelo Frosini
2017 J jnl
Editorial: A Successful Year and Looking Forward to 2017 and Beyond.
IEEE Trans. Neural Networks Learn. Syst.
Haibo He, Robert Haas, Jun Fu, Barbara Hammer, Daniel W. C. Ho, Fakhri Karray, Dhireesha Kudithipudi, José Antonio Lozano, Teresa Bernarda Ludermir, Jacek Mandziuk, Stefano Melacci, Antonio Paiva, Hong Qiao, Alain Rakotomamonjy, Shiliang Sun, Johan A. K. Suykens, Meng Wang
2016 B conf
Learning with hard constraints as a limit case of learning with soft constraints.
ESANN
Giorgio Gnecco, Marco Gori, Stefano Melacci, Marcello Sanguineti
2016 J jnl
Semantic video labeling by developmental visual agents.
Comput. Vis. Image Underst.
Marco Gori, Marco Lippi, Marco Maggini, Stefano Melacci
2015 — conf
En Plein Air Visual Agents.
ICIAP (2)
Marco Gori, Marco Lippi, Marco Maggini, Stefano Melacci, Marcello Pelillo
2015 J jnl
Foundations of Support Constraint Machines.
Neural Comput.
Giorgio Gnecco, Marco Gori, Stefano Melacci, Marcello Sanguineti
2015 J jnl
Learning With Mixed Hard/Soft Pointwise Constraints.
IEEE Trans. Neural Networks Learn. Syst.
Giorgio Gnecco, Marco Gori, Stefano Melacci, Marcello Sanguineti
2014 J jnl
A theoretical framework for supervised learning from regions.
Neurocomputing
Giorgio Gnecco, Marco Gori, Stefano Melacci, Marcello Sanguineti
2014 J jnl
Learning to see like children: proof of concept.
CoRR
Marco Gori, Marco Lippi, Marco Maggini, Stefano Melacci
2014 — conf
On-Line Video Motion Estimation by Invariant Receptive Inputs.
CVPR Workshops
Marco Gori, Marco Lippi, Marco Maggini, Stefano Melacci
2013 J jnl
Constraint Verification With Kernel Machines.
IEEE Trans. Neural Networks Learn. Syst.
Marco Gori, Stefano Melacci
2013 — conf
Information-Based Learning of Deep Architectures for Feature Extraction.
ICIAP (2)
Stefano Melacci, Marco Lippi, Marco Gori, Marco Maggini
2013 J jnl
Learning with Box Kernels.
IEEE Trans. Pattern Anal. Mach. Intell.
Stefano Melacci, Marco Gori
2013 C conf
Learning with Hard Constraints.
ICANN
Giorgio Gnecco, Marco Gori, Stefano Melacci, Marcello Sanguineti
2013 C conf
On-Line Laplacian One-Class Support Vector Machines.
ICANN
Salvatore Frandina, Marco Lippi, Marco Maggini, Stefano Melacci
2013 C conf
Variational Foundations of Online Backpropagation.
ICANN
Salvatore Frandina, Marco Gori, Marco Lippi, Marco Maggini, Stefano Melacci
2012 — conf
Information Theoretic Learning for Pixel-Based Visual Agents.
ECCV (6)
Marco Gori, Stefano Melacci, Marco Lippi, Marco Maggini
2012 J jnl
Learning from pairwise constraints by Similarity Neural Networks.
Neural Networks
Marco Maggini, Stefano Melacci, Lorenzo Sarti
2012 J jnl
Unsupervised Learning by Minimal Entropy Encoding.
IEEE Trans. Neural Networks Learn. Syst.
Stefano Melacci, Marco Gori
2011 — conf
Kernel Methods for Minimum Entropy Encoding.
ICMLA (1)
Stefano Melacci, Marco Gori
2011 J jnl
Laplacian Support Vector Machines Trained in the Primal.
J. Mach. Learn. Res.
Stefano Melacci, Mikhail Belkin
2011 — conf
Learning with Box Kernels.
ICONIP (2)
Stefano Melacci, Marco Gori
2011 — conf
Semi-Supervised Multiclass Kernel Machines with Probabilistic Constraints.
AI*IA
Stefano Melacci, Marco Gori
2011 — conf
Support Constraint Machines.
ICONIP (1)
Marco Gori, Stefano Melacci
2010 J jnl
A template-based approach to automatic face enhancement.
Pattern Anal. Appl.
Stefano Melacci, Lorenzo Sarti, Marco Maggini, Marco Gori
2010 — conf
Learning with Convex Constraints.
ICANN (3)
Marco Gori, Stefano Melacci
2009 — conf
Semi-supervised Learning with Constraints for Multi-view Object Recognition.
ICANN (2)
Stefano Melacci, Marco Maggini, Marco Gori
2009 B conf
Semi-supervised clustering using similarity neural networks.
IJCNN
Stefano Melacci, Marco Maggini, Lorenzo Sarti
2008 — conf
A Neural Network Approach to Similarity Learning.
ANNPR
Stefano Melacci, Lorenzo Sarti, Marco Maggini, Monica Bianchini
2008 B conf
Auto Associative Neural Network based Active Shape Models.
FG
I. Castelli, Marco Maggini, Stefano Melacci, Lorenzo Sarti
2008 — conf
Learning Similarity Measures from Pairwise Constraints with Neural Networks.
ICANN (2)
Marco Maggini, Stefano Melacci, Lorenzo Sarti
2007 C conf
Representation of Facial Features by Catmull-Rom Splines.
CAIP
Marco Maggini, Stefano Melacci, Lorenzo Sarti