Publications


2018


  • Micael Carvalho*, Rémi Cadène*, David Picard, Laure Soulier, Nicolas Thome, Matthieu Cord. Cross-modal retrieval in the cooking context: Learning semantic text-image embeddings. To appear in International ACM SIGIR Conference on Research and Development in Information Retrieval, 2018. [ Soon ]

  • Micael Carvalho*, Rémi Cadène*, David Picard, Laure Soulier, Matthieu Cord. Images & Recipes: Retrieval in the cooking context. To appear in IEEE International Conference on Data Engineering (ICDE), Data Engineering meets Intelligent Food and COoking Recipe (DECOR) workshop, 2018. [ Soon ]


2017


  • Julian Zilly, Amit Boyarski, Micael Carvalho, Amir Atapour Abarghouei, Konstantinos Amplianitis, Aleksandr Krasnov, Massimiliano Mancini, Hernán Gonzalez, Riccardo Spezialetti, Carlos Sampedro Pérez, Hao Li. Inspiring Computer Vision System Solutions. Winning entry for the reading group competition of the International Computer Vision Summer School (ICVSS) 2017. [ arXiv ]


2016


  • Michel Fornaciali, Micael Carvalho, Flávia Vasques Bittencourt, Sandra Avila, Eduardo Valle. Towards Automated Melanoma Screening: Proper Computer Vision & Reliable Results. arXiv, 2016. [ arXiv ] [ extra ]

  • Micael Carvalho, Matthieu Cord, Sandra Avila, Nicolas Thome, Eduardo Valle. Deep Neural Networks Under Stress. In: IEEE International Conference on Image Processing (ICIP), Phoenix, Arizona, USA, 2016. [ arXiv ] [ extra ] [ DOI ]


2015


  • Suelen de Paula, Micael Carvalho, Ricardo Gudwin. Building up Conceptual Spaces: An ESOM Supported Strategy. In: Brazilian Conference on Intelligent Systems (BRACIS), Natal, Brazil, 2015. [ PDF ] [ DOI ]


2014


  • Michel Fornaciali, Sandra Avila, Micael Carvalho, Eduardo Valle. Statistical Learning Approach for Robust Melanoma Screening. In: 27th Conference on Graphics, Patterns and Images (SIBGRAPI), Rio de Janeiro, Brazil, 2014. [ PDF ] [ DOI ]



* equal contribution.