Stefano Melacci

Intelligenza Artificiale, 2019

Neural Paraphrasing by Automatically Crawled and Aligned Sentence Pairs.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Social Networks Analysis, 2019

Motion Invariance in Visual Environments.

[BibT_eX]

[DOI]

Alessandro Betti

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

Neural Poetry: Learning to Generate Poems Using Syllables.

[BibT_eX]

[DOI]

Andrea Zugarini

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series, 2019

Jointly Learning to Detect Emotions and Predict Facebook Reactions.

[BibT_eX]

[DOI]

Lisa Graziani

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series, 2019

2018

Enhancing Modern Supervised Word Sense Disambiguation Models by Semantic Lexical Resources.

[BibT_eX]

[DOI]

Achille Globo

Leonardo Rigutini

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Video Surveillance of Highway Traffic Events by Deep Learning Architectures.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

An Unsupervised Character-Aware Neural Approach to Word and Context Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Combining Deep Learning and Symbolic Processing for Extracting Knowledge from Raw Text.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2018

The Role of Coherence in Facial Expression Recognition.

[BibT_eX]

[DOI]

Lisa Graziani

Proceedings of the AI*IA 2018 - Advances in Artificial Intelligence, 2018

2017

Editorial: A Successful Year and Looking Forward to 2017 and Beyond.

[BibT_eX]

[DOI]

Dhireesha Kudithipudi

José Antonio Lozano

Teresa Bernarda Ludermir

IEEE Trans. Neural Networks Learn. Syst., 2017

2016

Semantic video labeling by developmental visual agents.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2016

Learning with hard constraints as a limit case of learning with soft constraints.

[BibT_eX]

[DOI]

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

2015

Learning With Mixed Hard/Soft Pointwise Constraints.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2015

Foundations of Support Constraint Machines.

[BibT_eX]

[DOI]

Neural Comput., 2015

En Plein Air Visual Agents.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

2014

A theoretical framework for supervised learning from regions.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Learning to see like children: proof of concept.

[BibT_eX]

[DOI]

CoRR, 2014

On-Line Video Motion Estimation by Invariant Receptive Inputs.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Constraint Verification With Kernel Machines.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2013

Learning with Box Kernels.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Information-Based Learning of Deep Architectures for Feature Extraction.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Learning with Hard Constraints.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013

On-Line Laplacian One-Class Support Vector Machines.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013

Variational Foundations of Online Backpropagation.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013

2012

Unsupervised Learning by Minimal Entropy Encoding.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2012

Learning from pairwise constraints by Similarity Neural Networks.

[BibT_eX]

[DOI]

Neural Networks, 2012

Information Theoretic Learning for Pixel-Based Visual Agents.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

2011

Laplacian Support Vector Machines Trained in the Primal.

[BibT_eX]

[DOI]

Mikhail Belkin

J. Mach. Learn. Res., 2011

Support Constraint Machines.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 18th International Conference, 2011

Kernel Methods for Minimum Entropy Encoding.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011

Semi-Supervised Multiclass Kernel Machines with Probabilistic Constraints.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2011: Artificial Intelligence Around Man and Beyond, 2011

2010

A template-based approach to automatic face enhancement.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2010

Learning with Convex Constraints.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

2009

Semi-supervised clustering using similarity neural networks.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2009

Semi-supervised Learning with Constraints for Multi-view Object Recognition.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2009

2008

Learning Similarity Measures from Pairwise Constraints with Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2008

Auto Associative Neural Network based Active Shape Models.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

A Neural Network Approach to Similarity Learning.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Pattern Recognition, Third IAPR Workshop, 2008

2007

Representation of Facial Features by Catmull-Rom Splines.

[BibT_eX]

[DOI]