Christian S. Perone

Orcid: 0000-0002-1894-6924

According to our database1, Christian S. Perone authored at least 13 papers between 2015 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
Safe Real-World Autonomous Driving by Learning to Predict and Plan with a Mixture of Experts.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

2022
CW-ERM: Improving Autonomous Driving Planning with Closed-loop Weighted Empirical Risk Minimization.
CoRR, 2022

2021
L2M: Practical posterior Laplace approximation with optimization-driven second moment estimation.
CoRR, 2021

2019
Unsupervised domain adaptation for medical imaging segmentation with self-ensembling.
NeuroImage, 2019

Deep Active Learning for Axon-Myelin Segmentation on Histology Data.
CoRR, 2019

The Impact of Feature Causality on Normal Behaviour Models for SCADA-based Wind Turbine Fault Detection.
CoRR, 2019

U-Net Fixed-Point Quantization for Medical Image Segmentation.
Proceedings of the Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention, 2019

2018
Evaluation of sentence embeddings in downstream and linguistic probing tasks.
CoRR, 2018

Deep Semi-supervised Segmentation with Weight-Averaged Consistency Targets.
Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018

2017
Towards ECDSA key derivation from deep embeddings for novel Blockchain applications.
CoRR, 2017

AxonDeepSeg: automatic axon and myelin segmentation from microscopy data using convolutional neural networks.
CoRR, 2017

Spinal cord gray matter segmentation using deep dilated convolutions.
CoRR, 2017

2015
Injury risk prediction for traffic accidents in Porto Alegre/RS, Brazil.
CoRR, 2015


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