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Christian S. Perone
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2020 – today
- 2023
- [c3]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: 10069-10075 - 2022
- [i13]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 abs/2210.02174 (2022) - [i12]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 abs/2211.02131 (2022) - 2021
- [i11]Christian S. Perone, Roberto Pereira Silveira, Thomas Paula:
L2M: Practical posterior Laplace approximation with optimization-driven second moment estimation. CoRR abs/2107.04695 (2021)
2010 – 2019
- 2019
- [j1]Christian S. Perone, Pedro L. Ballester, Rodrigo C. Barros
, Julien Cohen-Adad:
Unsupervised domain adaptation for medical imaging segmentation with self-ensembling. NeuroImage 194: 1-11 (2019) - [c2]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: 115-124 - [i10]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 abs/1906.12329 (2019) - [i9]Melanie Lubrano di Scandalea, Christian S. Perone, Mathieu Boudreau, Julien Cohen-Adad:
Deep Active Learning for Axon-Myelin Segmentation on Histology Data. CoRR abs/1907.05143 (2019) - [i8]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 abs/1908.01073 (2019) - 2018
- [c1]Christian S. Perone
Deep Semi-supervised Segmentation with Weight-Averaged Consistency Targets. DLMIA/ML-CDS@MICCAI 2018: 12-19 - [i7]Christian S. Perone, Roberto Pereira Silveira, Thomas S. Paula:
Evaluation of sentence embeddings in downstream and linguistic probing tasks. CoRR abs/1806.06259 (2018) - [i6]Christian S. Perone, Julien Cohen-Adad:
Deep semi-supervised segmentation with weight-averaged consistency targets. CoRR abs/1807.04657 (2018) - [i5]Christian S. Perone, Pedro L. Ballester, Rodrigo C. Barros, Julien Cohen-Adad:
Unsupervised domain adaptation for medical imaging segmentation with self-ensembling. CoRR abs/1811.06042 (2018) - 2017
- [i4]Christian S. Perone, Evan Calabrese, Julien Cohen-Adad:
Spinal cord gray matter segmentation using deep dilated convolutions. CoRR abs/1710.01269 (2017) - [i3]Aldo Zaimi, Maxime Wabartha, Victor Herman, Pierre-Louis Antonsanti, Christian Samuel Perone, Julien Cohen-Adad:
AxonDeepSeg: automatic axon and myelin segmentation from microscopy data using convolutional neural networks. CoRR abs/1711.01004 (2017) - [i2]Christian S. Perone:
Towards ECDSA key derivation from deep embeddings for novel Blockchain applications. CoRR abs/1711.04069 (2017) - 2015
- [i1]Christian S. Perone:
Injury risk prediction for traffic accidents in Porto Alegre/RS, Brazil. CoRR abs/1502.00245 (2015)
Coauthor Index
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