Injury risk prediction for traffic accidents in Porto Alegre/RS, Brazil. - Christian S. Perone (CoRR, 2015)

Spinal cord gray matter segmentation using deep dilated convolutions. - Christian S. Perone; Evan Calabrese; Julien Cohen-Adad (CoRR, 2017)

AxonDeepSeg: automatic axon and myelin segmentation from microscopy data using convolutional neural networks. - Aldo Zaimi; Maxime Wabartha; Victor Herman; Pierre-Louis Antonsanti; Christian Samuel Perone; Julien Cohen-Adad (CoRR, 2017)

Towards ECDSA key derivation from deep embeddings for novel Blockchain applications. - Christian S. Perone (CoRR, 2017)

Deep Semi-supervised Segmentation with Weight-Averaged Consistency Targets. - Christian S. Perone; Julien Cohen-Adad (DLMIA/ML-CDS@MICCAI, 2018)

Evaluation of sentence embeddings in downstream and linguistic probing tasks. - Christian S. Perone; Roberto Pereira Silveira; Thomas S. Paula (CoRR, 2018)

U-Net Fixed-Point Quantization for Medical Image Segmentation. - MohammadHossein AskariHemmat; Sina Honari; Lucas Rouhier; Christian S. Perone; Julien Cohen-Adad; Yvon Savaria; Jean-Pierre David (LABELS/HAL-MICCAI/CuRIOUS@MICCAI, 2019)

The Impact of Feature Causality on Normal Behaviour Models for SCADA-based Wind Turbine Fault Detection. - Telmo Felgueira; Silvio Rodrigues; Christian S. Perone; Rui Castro (CoRR, 2019)

Deep Active Learning for Axon-Myelin Segmentation on Histology Data. - Melanie Lubrano di Scandalea; Christian S. Perone; Mathieu Boudreau; Julien Cohen-Adad (CoRR, 2019)

Unsupervised domain adaptation for medical imaging segmentation with self-ensembling. - Christian S. Perone; Pedro L. Ballester; Rodrigo C. Barros; Julien Cohen-Adad (NeuroImage, 2019)

L2M: Practical posterior Laplace approximation with optimization-driven second moment estimation. - Christian S. Perone; Roberto Pereira Silveira; Thomas Paula (CoRR, 2021)

CW-ERM: Improving Autonomous Driving Planning with Closed-loop Weighted Empirical Risk Minimization. - Eesha Kumar; Yiming Zhang; Stefano Pini; Simon Stent; Ana Ferreira 012; Sergey Zagoruyko; Christian S. Perone (CoRR, 2022)

Safe Real-World Autonomous Driving by Learning to Predict and Plan with a Mixture of Experts. - Stefano Pini; Christian S. Perone; Aayush Ahuja; Ana Sofia Rufino Ferreira; Moritz Niendorf; Sergey Zagoruyko (ICRA, 2023)