Christian S. Perone

16 papers A* 1Journal 13Unranked 2

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