Mafalda Falcao Ferreira

According to our database, Mafalda Falcao Ferreira authored at least 5 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Fill in the blank for fashion complementary outfit product Retrieval: VISUM summer school competition.

Eduardo Castro, Pedro M. Ferreira, Ana Rebelo, Isabel Rio-Torto, Leonardo Capozzi, Mafalda Falcão Ferreira, Tiago Gonçalves, Tomé Albuquerque, Wilson Silva, Carolina Afonso, Ricardo Gamelas Sousa, Claudio Cimarelli, Nadia Daoudi, Gabriel Moreira, Hsiu-Yu Yang, Ingrid Hrga, Javed Ahmad, Monish Keswani, Sofia C. Beco

Mach. Vis. Appl., 2023

2020

Using autoencoders as a weight initialization method on deep neural networks for disease detection.

Mafalda Falcão Ferreira, Rui Camacho, Luís Filipe Teixeira

BMC Medical Informatics Decis. Mak., 2020

Autoencoders as Weight Initialization of Deep Classification Networks for Cancer versus Cancer Studies.

Mafalda Falcao Ferreira, Rui Camacho, Luís Filipe Teixeira

CoRR, 2020

Extracting architectural patterns of deep neural networks for disease detection: student research abstract.

Mafalda Falcão Ferreira

Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

2018

Autoencoders as Weight Initialization of Deep Classification Networks Applied to Papillary Thyroid Carcinoma.

Mafalda Falcao Ferreira, Rui Camacho, Luís Filipe Teixeira

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018