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Danilo Silva
Danilo Silva
Associate Professor, Federal University of Santa Catarina
Verified email at ufsc.br - Homepage
Title
Cited by
Cited by
Year
Optical Image-to-Image Translation Using Denoising Diffusion Models: Heterogeneous Change Detection as a Use Case
JG Vinholi, M Chini, A Amziane, R Machado, D Silva, P Matgen
arXiv preprint arXiv:2404.11243, 2024
2024
On selective classification under distribution shift
LFP Cattelan, D Silva
NeurIPS 2023 Workshop on Distribution Shifts: New Frontiers with Foundation …, 2023
2023
Evaluating Multi-Level Clustering Approaches to Route Sales Agents
RC Alencar, LMR Santos, CJA Bastos-Filho, A Viganigo, E Kalfels, ...
2023 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 1-6, 2023
2023
UMA ESCALA DE BRADEN SIMPLIFICADA PARA AVALIAR O RISCO DE DESENVOLVER LESÕES POR PRESSÃO
MCSES GUIMARÃES, DH RUTHER, RZDEA PINTO, DDES SEVERO, ...
Congresso Brasileiro de Estomaterapia, 2023
2023
How to fix a broken confidence estimator: Evaluating post-hoc methods for selective classification with deep neural networks
LFP Cattelan, D Silva
12023
Fault detection for rotating machinery based on vibration data using machine learning
LT Barreto, RK Rosa, D Silva, D Braga
Anais do XX Encontro Nacional de Inteligência Artificial e Computacional …, 2023
2023
Does pre-training on brain-related tasks results in better deep-learning-based brain age biomarkers?
BM Pacheco, VHR de Oliveira, ABF Antunes, SDS Pedro, D Silva, ...
Brazilian Conference on Intelligent Systems, 181-194, 2023
12023
Improving selective classification performance of deep neural networks through post-hoc logit normalization and temperature scaling
LFP Cattelan, D Silva
arXiv preprint arXiv:2305.15508, 2023
12023
A simplified BRADEN scale for the risk of developing pressure injuries
MCSS Guimarães, DH Ruther, RZA Pinto, DS Severo, HP Silva, AD Reys, ...
Nursing in Critical Care, 2023
22023
Modelos de aprendizado de máquina para previsão de curto prazo da irradiância global horizontal
NM Branco, D Silva
XX Simpósio Brasileiro de Sensoriamento Remoto, 2023
2023
Towards fully automated deep-learning-based brain tumor segmentation: Is brain extraction still necessary?
BM Pacheco, GS e Cassia, D Silva
Biomedical Signal Processing and Control 82, 104514, 2023
62023
On the performance of uncertainty estimation methods for deep-learning based image classification models
LFP Cattelan, D Silva
Anais do XIX Encontro Nacional de Inteligência Artificial e Computacional …, 2022
22022
Convolutional neural networks for predicting MGMT methylation status in glioblastoma patients
F Sassi, D Silva
Anais do XIX Encontro Nacional de Inteligência Artificial e Computacional …, 2022
2022
Change Detection Based on Convolutional Neural Networks Using Stacks of Wavelength-Resolution Synthetic Aperture Radar Images
JG Vinholi, BG Palm, D Silva, R Machado, MI Pettersson
IEEE Transactions on Geoscience and Remote Sensing 60, 2022
52022
Predição de Incidência de Lesão por Pressão em Pacientes de UTI usando Aprendizado de Máquina
HP Silva, AD Reys, DS Severo, DH Ruther, FAOB Silva, ...
XVIII Congresso Brasileiro de Informática em Saúde (CBIS 2021), 2021
2021
Predição da Idade Cerebral a partir de Imagens de Ressonância Magnética utilizando Redes Neurais Convolucionais
VHR Oliveira, A Antunes, AS Soares, AD Reys, RZ Júnior, SDS Pedro, ...
XVIII Congresso Brasileiro de Informática em Saúde (CBIS 2021), 2021
2021
On Teacher-Student Semi-Supervised Learning for Chest X-ray Image Classification
RAP Martins, D Silva
XV Congresso Brasileiro de Inteligência Computacional (CBIC 2021), 2021
22021
Conversão Texto-Fala para o Português Brasileiro Utilizando Tacotron 2 com Vocoder Griffin-Lim
RK Rosa, D Silva
XXXIX Simpósio Brasileiro de Telecomunicações e Processamento de Sinais …, 2021
12021
Iterative Error Decimation for Syndrome-Based Neural Network Decoders
JKS Kamassury, D Silva
Journal of Communication and Information Systems 36 (1), 151-155, 2021
12021
Detecção de Atividade para Canal de Acesso Aleatório Massivo Gaussiano Utilizando Sensoriamento Compressivo
HP da Silva, GK Facenda, D Silva
XXXVIII Simpósio Brasileiro de Telecomunicações e Processamento de Sinais, 2020
2020
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