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Isabel Rio-Torto
Isabel Rio-Torto received the master's degree in Electrical and Computers Engineering in 2019 from the Faculty of Engineering of the University of Porto (FEUP). Isabel is currently a research assistant at INESC TEC, associated with the Visual Computing and Machine Intelligence Group (VCMI), and a Ph.D. student in Computer Science from the Faculty of Sciences of the University of Porto (FCUP). Isabel is also an Invited Teaching Assistant at FEUP, teaching programming courses. Her work is currently focused on "Self-explanatory computer-aided diagnosis with limited supervision".
Domains
Publications
Fill in the blank for fashion complementary outfit product Retrieval: VISUM summer school competition
Castro, E;Ferreira, PM;Rebelo, A;Rio-Torto, I;Capozzi, L;Ferreira, MF;Goncalves, T;Albuquerque, T;Silva, W;Afonso, C;Sousa, RG;Cimarelli, C;Daoudi, N;Moreira, G;Yang, HY;Hrga, I;Ahmad, J;Keswani, M;Beco, S;
2023
MACHINE VISION AND APPLICATIONS
Towards a Joint Approach to Produce Decisions and Explanations Using CNNs
Rio Torto, I;Fernandes, K;Teixeira, LF;
2020
PATTERN RECOGNITION AND IMAGE ANALYSIS, PT I
Improving Automatic Quality Inspection in the Automotive Industry by Combining Simulated and Real Data
Pinho, P;Rio Torto, I;Teixeira, LF;
2021
ADVANCES IN VISUAL COMPUTING (ISVC 2021), PT I
Understanding the decisions of CNNs: An in-model approach
Rio Torto, I;Fernandes, K;Teixeira, LF;
2020
PATTERN RECOGNITION LETTERS
Supervised Theses
Combining simulated and real images in deep learning
Pedro Xavier Tavares Monteiro Correia de Pinho
M - 2021
UP-FEUP
Self-Supervised Learning for Medical Image Classification: A Study on MoCo-CXR
Hugo Miguel Monteiro Guimarães
M - 2023
UP-FEUP
Improving Image Captioning through Segmentation
Pedro Daniel Fernandes Ferreira
M - 2023
UP-FEUP
Automatic generation of textual explanations in deep learning
Patrícia Ferreira Rocha
M - 2020
UP-FEUP
