Danilo Silva

Orcid: 0000-0001-6290-7968

Affiliations:
  • Federal University of Santa Catarina (UFSC), Department of Electrical and Electronic Engineering, Florianópolis, SC, Brazil
  • University of Toronto, ON, Canada (PhD 2009)


According to our database1, Danilo Silva authored at least 52 papers between 2005 and 2024.

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Bibliography

2024
Optical Image-to-Image Translation Using Denoising Diffusion Models: Heterogeneous Change Detection as a Use Case.
CoRR, 2024

Selective Prediction for Semantic Segmentation using Post-Hoc Confidence Estimation and Its Performance under Distribution Shift.
CoRR, 2024

2023
Towards fully automated deep-learning-based brain tumor segmentation: Is brain extraction still necessary?
Biomed. Signal Process. Control., April, 2023

Does Pre-training on Brain-Related Tasks Results in Better Deep-Learning-Based Brain Age Biomarkers?
Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023

2022
Change Detection Based on Convolutional Neural Networks Using Stacks of Wavelength-Resolution Synthetic Aperture Radar Images.
IEEE Trans. Geosci. Remote. Sens., 2022

CNN-Based Change Detection Algorithm for Wavelength-Resolution SAR Images.
IEEE Geosci. Remote. Sens. Lett., 2022

2021
Predição de Incidência de Lesão por Pressão em Pacientes de UTI usando Aprendizado de Máquina.
CoRR, 2021

Predição da Idade Cerebral a partir de Imagens de Ressonância Magnética utilizando Redes Neurais Convolucionais.
CoRR, 2021

2020
Optimization of Integer-Forcing Precoding for Multi-User MIMO Downlink.
IEEE Wirel. Commun. Lett., 2020

Efficient Scheduling for the Massive Random Access Gaussian Channel.
IEEE Trans. Wirel. Commun., 2020

Iterative Error Decimation for Syndrome-Based Neural Network Decoders.
CoRR, 2020

Predicting Multiple ICD-10 Codes from Brazilian-Portuguese Clinical Notes.
Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020

2019
Lattice-Reduction-Aided Equalization for MIMO-FBMC Systems.
IEEE Wirel. Commun. Lett., 2019

A Multistage Method for SCMA Codebook Design Based on MDS Codes.
IEEE Wirel. Commun. Lett., 2019

Multilevel LDPC Lattices With Efficient Encoding and Decoding and a Generalization of Construction $\text{D}'$.
IEEE Trans. Inf. Theory, 2019

2018
Low-Complexity Multilevel LDPC Lattices and a a Generalization of Construction $\mathrm{D}^{\prime}$.
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

2017
On Integer-Forcing Precoding for the Gaussian MIMO Broadcast Channel.
IEEE Trans. Wirel. Commun., 2017

Multilevel LDPC Lattices with Efficient Encoding and Decoding and a Generalization of Construction D'.
CoRR, 2017

Low-Complexity Integer-Forcing Methods for Block Fading MIMO Multiple-Access Channels.
CoRR, 2017

Exploiting spatial diversity in overloaded MIMO LDS-OFDM multiple access systems.
Proceedings of the 9th IEEE Latin-American Conference on Communications, 2017

2016
Blind Compute-and-Forward.
IEEE Trans. Commun., 2016

2015
The Z Transform over Finite Fields.
CoRR, 2015

2014
Network Codes Resilient to Jamming and Eavesdropping.
IEEE/ACM Trans. Netw., 2014

Communication Over Finite-Chain-Ring Matrix Channels.
IEEE Trans. Inf. Theory, 2014

On transform-domain error and erasure correction by Gabidulin codes.
Des. Codes Cryptogr., 2014

Hardware implementation of two key equation solvers for Reed-Solomon decoding.
Proceedings of the IEEE Latin-America Conference on Communications, 2014

2013
On the Capacity of Multiplicative Finite-Field Matrix Channels.
IEEE Trans. Inf. Theory, 2013

An Algebraic Approach to Physical-Layer Network Coding.
IEEE Trans. Inf. Theory, 2013

On multiplicative matrix channels over finite chain rings.
Proceedings of the International Symposium on Network Coding, 2013

Communication over finite-ring matrix channels.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

2012
Minimum-overhead network coding in the short packet regime.
Proceedings of the International Symposium on Network Coding, 2012

2011
Universal Secure Network Coding via Rank-Metric Codes.
IEEE Trans. Inf. Theory, 2011

Algebraic Approach to Physical-Layer Network Coding
CoRR, 2011

Full-diversity network coding for two-user cooperative communications.
Proceedings of the 2011 IEEE Information Theory Workshop, 2011

On network error correction under a secret key model.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Lattice network coding via signal codes.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Design criteria for lattice network coding.
Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011

2010
Robust network coding in the presence of untrusted nodes.
IEEE Trans. Inf. Theory, 2010

Communication over finite-field matrix channels.
IEEE Trans. Inf. Theory, 2010

Universal secure error-correcting schemes for network coding.
Proceedings of the IEEE International Symposium on Information Theory, 2010

Secure-broadcast codes over linear-deterministic channels.
Proceedings of the IEEE International Symposium on Information Theory, 2010

2009
On metrics for error correction in network coding.
IEEE Trans. Inf. Theory, 2009

Sparse Network Coding with Overlapping Classes
CoRR, 2009

Universal weakly secure network coding.
Proceedings of the 2009 IEEE Information Theory Workshop, 2009

Fast encoding and decoding of Gabidulin codes.
Proceedings of the IEEE International Symposium on Information Theory, 2009

Subspace Codes.
Proceedings of the Cryptography and Coding, 2009

2008
A Rank-Metric Approach to Error Control in Random Network Coding.
IEEE Trans. Inf. Theory, 2008

Capacity of Random Network Coding under a Probabilistic Error Model
CoRR, 2008

Security for wiretap networks via rank-metric codes.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

Adversarial error correction for network coding: Models and metrics.
Proceedings of the 46th Annual Allerton Conference on Communication, 2008

2007
Using Rank-Metric Codes for Error Correction in Random Network Coding.
Proceedings of the IEEE International Symposium on Information Theory, 2007

2005
Vector permutation modulation.
IEEE Commun. Lett., 2005


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