In this page you will find my published and unpublished works. Please, if you’re considering taking some ideas even from the unpublished works, be nice and cite me or provide a link to my homepage, thank you very much :-)
Lomonaco Vincenzo and Maltoni Davide. CORe50: a New Dataset and Benchmark for Continuous Object Recongition. 1st Annual Conference on Robot Learning, 2017.
[ arXiv preprint | video-presentation ]
Lomonaco Vincenzo and Maltoni Davide. Comparing Incremental Learning Strategies for Convolutional Neural Networks. IAPR Workshop on Artificial Neural Networks in Pattern Recognition. Springer International Publishing, 2016.
[ article | poster | slides | video-presentation ]
Lomonaco Vincenzo et al. UCbase 2.0: ultraconserved sequences database (2014 update). Database 2014 (2014): bau062.
[ article ]
Complete list of Publications
Master Thesis: “Deep learning for computer vision: a comparison between convolutional neural networks and hierarchical temporal memories on object recognition tasks“. University of Bologna, 2015.
Bachelor Thesis: “Progettazione, realizzazione ed accessibilita di un Database biomolecolare sulle sequenze ultraconservate del genoma umano“. University of Modena and Reggio Emilia, 2013.
Continuous Unsupervised Training of Deep Architectures
Istituto Italiano di Tecnologia (IIT), Genova. 6th July 2017.