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Moacir Antonelli Ponti
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Year
Machine learning: a practical approach on the statistical learning theory
R Fernandes de Mello, M Antonelli Ponti
Cham: Springer International Publishing, 2018
273*2018
Yourtts: Towards zero-shot multi-speaker tts and zero-shot voice conversion for everyone
E Casanova, J Weber, CD Shulby, AC Junior, E Gölge, MA Ponti
International Conference on Machine Learning, 2709-2720, 2022
2022022
Combining Classifiers: from the creation of ensembles to the decision fusion
M Ponti
Graphics, Patterns and Images Tutorials (SIBGRAPI-T), 2011 24th SIBGRAPI†…, 2011
1742011
Everything you wanted to know about Deep Learning for Computer Vision but were afraid to ask
M Ponti, L Ribeiro, T Nazare, T Bui, J Collomosse
SIBGRAPI Conference on Graphics, Patterns and Images, 2017
1692017
Fall detection and fall risk assessment in older person using wearable sensors: A systematic review
P Bet, PC Castro, MA Ponti
International journal of medical informatics 130, 103946, 2019
1362019
Sketchformer: Transformer-based representation for sketched structure
LSF Ribeiro, T Bui, J Collomosse, M Ponti
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern†…, 2020
1262020
Effects of acute cannabidiol administration on anxiety and tremors induced by a Simulated Public Speaking Test in patients with ParkinsonĘs disease
SM de Faria, D de Morais Fabrício, V Tumas, PC Castro, MA Ponti, ...
Journal of Psychopharmacology 34 (2), 189-196, 2020
1192020
Deep convolutional neural networks and noisy images
TS Nazaré, GBP da Costa, WA Contato, M Ponti
Iberoamerican Congress on Pattern Recognition, 416-424, 2017
992017
Segmentation of Low-Cost Remote Sensing Images Combining Vegetation Indices and Mean Shift
M Ponti
IEEE Geoscience and Remote Sensing Letters 10 (1), 67-70, 2013
942013
Image quantization as a dimensionality reduction procedure in color and texture feature extraction
M Ponti, TS Nazaré, GS Thumé
Neurocomputing 173, 385-396, 2016
882016
Compact descriptors for sketch-based image retrieval using a triplet loss convolutional neural network
T Bui, L Ribeiro, M Ponti, J Collomosse
Computer Vision and Image Understanding 164, 27-37, 2017
852017
SC-GlowTTS: an Efficient Zero-Shot Multi-Speaker Text-To-Speech Model
E Casanova, C Shulby, E Gölge, NM Müller, FS de Oliveira, AC Junior, ...
Interspeech 2021, 2021
702021
Feature selection through gravitational search algorithm
JP Papa, A Pagnin, SA Schellini, A Spadotto, RC Guido, M Ponti, ...
2011 IEEE International Conference on Acoustics, Speech and Signal†…, 2011
682011
Sketching out the details: Sketch-based image retrieval using convolutional neural networks with multi-stage regression
T Bui, L Ribeiro, M Ponti, J Collomosse
Computers & Graphics 71, 77-87, 2018
672018
Better than Counting Seconds: Identifying Fallers among Healthy Elderly using Fusion of Accelerometer Features and Dual-Task Timed Up and Go
M Ponti, P Bet, C Oliveira, PC Castro
PLoS one 12 (4), e0175559, 2017
642017
A decision cognizant Kullback–Leibler divergence
M Ponti, J Kittler, M Riva, T de Campos, C Zor
Pattern Recognition 61, 470-478, 2017
632017
Como funciona o Deep Learning
MA Ponti, GBP da Costa
Tópicos em Gerenciamento de Dados e Informações, 63-93, 2017
522017
Generalisation and Sharing in Triplet Convnets for Sketch based Visual Search
T Bui, L Ribeiro, M Ponti, J Collomosse
arXiv preprint arXiv:1611.05301, 2016
502016
An empirical study on the effects of different types of noise in image classification tasks
GBP da Costa, WA Contato, TS Nazare, JES Neto, M Ponti
Workshop de Visao Computacional (WVC 2016), 2016
502016
Are pre-trained CNNs good feature extractors for anomaly detection in surveillance videos?
TS Nazare, RF de Mello, MA Ponti
Workshop de Visao Computacional (WVC 2018), 2018
452018
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