Christian S. Perone

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 15

Top Topics

Empirical Risk Minimization

Image Segmentation

Medical Imaging

Top Venues

DLMIA/ML-CDS@MICCAI

Publications

Stefano Pini, Christian S. Perone, Aayush Ahuja, Ana Sofia Rufino Ferreira, Moritz Niendorf, Sergey Zagoruyko
Safe Real-World Autonomous Driving by Learning to Predict and Plan with a Mixture of Experts. ICRA (2023)
Eesha Kumar, Yiming Zhang, Stefano Pini, Simon Stent, Ana Ferreira, Sergey Zagoruyko, Christian S. Perone
CW-ERM: Improving Autonomous Driving Planning with Closed-loop Weighted Empirical Risk Minimization. CoRR (2022)
Stefano Pini, Christian S. Perone, Aayush Ahuja, Ana Sofia Rufino Ferreira, Moritz Niendorf, Sergey Zagoruyko
Safe Real-World Autonomous Driving by Learning to Predict and Plan with a Mixture of Experts. CoRR (2022)
Christian S. Perone, Roberto Pereira Silveira, Thomas Paula
L2M: Practical posterior Laplace approximation with optimization-driven second moment estimation. CoRR (2021)
Telmo Felgueira, Silvio Rodrigues, Christian S. Perone, Rui Castro
The Impact of Feature Causality on Normal Behaviour Models for SCADA-based Wind Turbine Fault Detection. CoRR (2019)
MohammadHossein AskariHemmat, Sina Honari, Lucas Rouhier, Christian S. Perone, Julien Cohen-Adad, Yvon Savaria, Jean-Pierre David
U-Net Fixed-Point Quantization for Medical Image Segmentation. LABELS/HAL-MICCAI/CuRIOUS@MICCAI (2019)
Christian S. Perone, Pedro L. Ballester, Rodrigo C. Barros, Julien Cohen-Adad
Unsupervised domain adaptation for medical imaging segmentation with self-ensembling. NeuroImage 194 (2019)
Melanie Lubrano di Scandalea, Christian S. Perone, Mathieu Boudreau, Julien Cohen-Adad
Deep Active Learning for Axon-Myelin Segmentation on Histology Data. CoRR (2019)
MohammadHossein AskariHemmat, Sina Honari, Lucas Rouhier, Christian S. Perone, Julien Cohen-Adad, Yvon Savaria, Jean-Pierre David
U-Net Fixed-Point Quantization for Medical Image Segmentation. CoRR (2019)
Christian S. Perone, Roberto Pereira Silveira, Thomas S. Paula
Evaluation of sentence embeddings in downstream and linguistic probing tasks. CoRR (2018)
Christian S. Perone, Julien Cohen-Adad
Deep semi-supervised segmentation with weight-averaged consistency targets. CoRR (2018)
Christian S. Perone, Pedro L. Ballester, Rodrigo C. Barros, Julien Cohen-Adad
Unsupervised domain adaptation for medical imaging segmentation with self-ensembling. CoRR (2018)
Christian S. Perone, Julien Cohen-Adad
Deep Semi-supervised Segmentation with Weight-Averaged Consistency Targets. DLMIA/ML-CDS@MICCAI (2018)
Christian S. Perone, Evan Calabrese, Julien Cohen-Adad
Spinal cord gray matter segmentation using deep dilated convolutions. CoRR (2017)
Christian S. Perone
Towards ECDSA key derivation from deep embeddings for novel Blockchain applications. CoRR (2017)
Christian S. Perone
Injury risk prediction for traffic accidents in Porto Alegre/RS, Brazil. CoRR (2015)