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Eduardo Valle
Eduardo Valle
valeo.ai
Email confirmado em valeo.com - Página inicial
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Podnet: Pooled outputs distillation for small-tasks incremental learning
A Douillard, M Cord, C Ollion, T Robert, E Valle
Computer vision–ECCV 2020: 16th European conference, Glasgow, UK, August 23 …, 2020
8552020
Pooling in image representation: the visual codeword point of view
S Avila, N Thome, M Cord, E Valle, AA de Araújo
Computer Vision and Image Understanding 117 (5), 453–465, 2013
2722013
Data augmentation for skin lesion analysis
F Perez, C Vasconcelos, S Avila, E Valle
OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy …, 2018
2612018
Comparative Study of Global Color and Texture Descriptors for Web Image Retrieval
OAB Penatti, E Valle, RS Torres
Journal of Visual Communication and Image Representation, 2012
2582012
Knowledge transfer for melanoma screening with deep learning
A Menegola, M Fornaciali, R Pires, FV Bittencourt, S Avila, E Valle
2017 IEEE 14th international symposium on biomedical imaging (ISBI 2017 …, 2017
2542017
Exploring the space of adversarial images
P Tabacof, E Valle
2016 International Joint Conference on Neural Networks (IJCNN), 426–433, 2015
2472015
RECOD titans at ISIC challenge 2017
A Menegola, J Tavares, M Fornaciali, LT Li, S Avila, E Valle
arXiv preprint arXiv:1703.04819, 2017
1762017
A data-driven approach to referable diabetic retinopathy detection
R Pires, S Avila, J Wainer, E Valle, MD Abramoff, A Rocha
Artificial intelligence in medicine 96, 93-106, 2019
1672019
Violence detection in video using spatio-temporal features
FDM de Souza, GC Chávez, EA do Valle, A de A Araujo
Graphics, Patterns and Images (SIBGRAPI), 2010 23rd SIBGRAPI Conference on …, 2010
1652010
Video pornography detection through deep learning techniques and motion information
M Perez, S Avila, D Moreira, D Moraes, V Testoni, E Valle, S Goldenstein, ...
Neurocomputing 230, 279-293, 2017
1622017
Transfer learning using convolutional neural networks for face anti-spoofing
O Lucena, A Junior, V Moia, R Souza, E Valle, R Lotufo
Image Analysis and Recognition: 14th International Conference, ICIAR 2017 …, 2017
1472017
Skin lesion synthesis with generative adversarial networks
A Bissoto, F Perez, E Valle, S Avila
OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy …, 2018
1352018
Advancing bag-of-visual-words representations for lesion classification in retinal images
R Pires, HF Jelinek, J Wainer, E Valle, A Rocha
PloS one 9 (6), e96814, 2014
1152014
Visual word spatial arrangement for image retrieval and classification
OAB Penatti, FB Silva, E Valle, V Gouet-Brunet, RS Torres
Pattern Recognition 47 (2), 705-720, 2014
1082014
Adversarial images for variational autoencoders
P Tabacof, J Tavares, E Valle
arXiv preprint arXiv:1612.00155, 2016
1062016
Gan-based data augmentation and anonymization for skin-lesion analysis: A critical review
A Bissoto, E Valle, S Avila
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
1032021
A survey on deep learning for skin lesion segmentation
Z Mirikharaji, K Abhishek, A Bissoto, C Barata, S Avila, E Valle, ME Celebi, ...
Medical Image Analysis 88, 102863, 2023
1022023
Bossa: Extended bow formalism for image classification
S Avila, N Thome, M Cord, E Valle, AA Araújo
2011 18th IEEE International Conference on Image Processing, 2909-2912, 2011
992011
Pornography classification: The hidden clues in video space–time
D Moreira, S Avila, M Perez, D Moraes, V Testoni, E Valle, S Goldenstein, ...
Forensic science international 268, 46-61, 2016
982016
Assessing the need for referral in automatic diabetic retinopathy detection
R Pires, HF Jelinek, J Wainer, S Goldenstein, E Valle, A Rocha
IEEE Transactions on Biomedical Engineering 60 (12), 3391-3398, 2013
902013
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