Christian S. Perone

Generating author description...

All published works

Action	Title	Year	Authors
+ PDF Chat	Safe Real-World Autonomous Driving by Learning to Predict and Plan with a Mixture of Experts	2023	Stefano Pini Christian S. Perone Aayush Ahuja Ana Sofia Rufino Ferreira Moritz Niendorf Sergey Zagoruyko
+	CW-ERM: Improving Autonomous Driving Planning with Closed-loop Weighted Empirical Risk Minimization	2022	Eesha Kumar Yiming Zhang Stefano Pini Simon Stent Ana Ferreira Sergey Zagoruyko Christian S. Perone
+	Safe Real-World Autonomous Driving by Learning to Predict and Plan with a Mixture of Experts	2022	Stefano Pini Christian S. Perone Aayush Ahuja Ana Sofia Rufino Ferreira Moritz Niendorf Sergey Zagoruyko
+	DriverGym: Democratising Reinforcement Learning for Autonomous Driving.	2021	Parth Kothari Christian S. Perone Luca Bergamini Alexandre Alahi Peter Ondrúška
+ PDF Chat	DriverGym: Democratising Reinforcement Learning for Autonomous Driving	2021	Parth Kothari Christian S. Perone Luca Bergamini Alexandre Alahi Peter Ondrúška
+	L2M: Practical posterior Laplace approximation with optimization-driven second moment estimation	2021	Christian S. Perone Roberto Pereira Silveira Thomas Paula
+	DriverGym: Democratising Reinforcement Learning for Autonomous Driving	2021	Parth Kothari Christian S. Perone Luca Bergamini Alexandre Alahi Peter Ondrúška
+	Analysis of the SARS-CoV-2 outbreak in Rio Grande do Sul / Brazil	2020	Christian S. Perone
+	U-Net Fixed-Point Quantization for Medical Image Segmentation	2019	MohammadHossein AskariHemmat Sina Honari Lucas Rouhier Christian S. Perone Julien Cohen‐Adad Yvon Savaria Jean‐Pierre David
+	Deep Active Learning for Axon-Myelin Segmentation on Histology Data	2019	Melanie Lubrano di Scandalea Christian S. Perone Mathieu Boudreau Julien Cohen‐Adad
+	The Impact of Feature Causality on Normal Behaviour Models for SCADA-based Wind Turbine Fault Detection	2019	Telmo Felgueira S. Rodrigues Christian S. Perone Rui Castro
+ PDF Chat	Unsupervised domain adaptation for medical imaging segmentation with self-ensembling	2019	Christian S. Perone Pedro J. Ballester Rodrigo C. Barros Julien Cohen‐Adad
+ PDF Chat	U-Net Fixed-Point Quantization for Medical Image Segmentation	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	2019	MohammadHossein AskariHemmat Sina Honari Lucas Rouhier Christian S. Perone Julien Cohen‐Adad Yvon Savaria Jean‐Pierre David
+	Deep Active Learning for Axon-Myelin Segmentation on Histology Data	2019	Melanie Lubrano di Scandalea Christian S. Perone Mathieu Boudreau Julien Cohen‐Adad
+	The Impact of Feature Causality on Normal Behaviour Models for SCADA-based Wind Turbine Fault Detection	2019	Telmo Felgueira Sílvio Carlos Rodrigues Christian S. Perone Rui Castro
+	Unsupervised domain adaptation for medical imaging segmentation with self-ensembling	2018	Christian S. Perone Pedro L. Ballester Rodrigo C. Barros Julien Cohen‐Adad
+	Evaluation of sentence embeddings in downstream and linguistic probing tasks.	2018	Christian S. Perone Roberto Pereira Silveira Thomas S. Paula
+	Spinal cord gray matter segmentation using deep dilated convolutions	2018	Christian S. Perone Evan Calabrese Julien Cohen‐Adad
+ PDF Chat	AxonDeepSeg: automatic axon and myelin segmentation from microscopy data using convolutional neural networks	2018	Aldo Zaimi Maxime Wabartha Victor Herman Pierre-Louis Antonsanti Christian S. Perone Julien Cohen‐Adad
+ PDF Chat	Deep Semi-supervised Segmentation with Weight-Averaged Consistency Targets	2018	Christian S. Perone Julien Cohen‐Adad
+	Unsupervised domain adaptation for medical imaging segmentation with self-ensembling	2018	Christian S. Perone Pedro J. Ballester Rodrigo C. Barros Julien Cohen‐Adad
+	Evaluation of sentence embeddings in downstream and linguistic probing tasks	2018	Christian S. Perone Roberto Leal Silveira Thomas S. Paula
+	Towards ECDSA key derivation from deep embeddings for novel Blockchain applications	2017	Christian S. Perone
+	Injury risk prediction for traffic accidents in Porto Alegre/RS, Brazil.	2015	Christian S. Perone
+	Injury risk prediction for traffic accidents in Porto Alegre/RS, Brazil	2015	Christian S. Perone
+ PDF Chat	ANALYZING THE LOW STATE OF EF ERIDANI WITH<i>HUBBLE SPACE TELESCOPE</i>ULTRAVIOLET SPECTRA	2010	Paula Szkody Anjum S. Mukadam B. T. Gänsicke R. Campbell T. E. Harrison Steve B. Howell Jon A. Holtzman Frederick M. Walter A. A. Henden W. G. Dillon

Common Coauthors

Coauthor	Papers Together
Julien Cohen‐Adad	11
Stefano Pini	3
Sina Honari	3
Parth Kothari	3
Sergey Zagoruyko	3
MohammadHossein AskariHemmat	3
Lucas Rouhier	3
Luca Bergamini	3
Peter Ondrúška	3
Alexandre Alahi	3
Jean‐Pierre David	3
Yvon Savaria	3
Rodrigo C. Barros	3
Rui Castro	2
Mathieu Boudreau	2
Pedro J. Ballester	2
Ana Sofia Rufino Ferreira	2
Aayush Ahuja	2
Moritz Niendorf	2
Melanie Lubrano di Scandalea	2
Roberto Pereira Silveira	2
Telmo Felgueira	2
Thomas S. Paula	2
Maxime Wabartha	1
Evan Calabrese	1
Paula Szkody	1
Shannon Dealaman	1
T. E. Harrison	1
Frederick M. Walter	1
Eesha Kumar	1
Simon Stent	1
Yiming Zhang	1
Jon A. Holtzman	1
B. T. Gänsicke	1
A. A. Henden	1
Pedro L. Ballester	1
S. Rodrigues	1
Anjum S. Mukadam	1
Victor Herman	1
R. Campbell	1
Thomas Paula	1
Pierre-Louis Antonsanti	1
Aldo Zaimi	1
W. G. Dillon	1
Sílvio Carlos Rodrigues	1
Roberto Leal Silveira	1
Ana Ferreira	1
Steve B. Howell	1
Owen M. Boberg	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification	2015	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	5
+ PDF Chat	A survey on deep learning in medical image analysis	2017	Geert Litjens Thijs Kooi Babak Ehteshami Bejnordi Arnaud Arindra Adiyoso Setio Francesco Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken Clara I. Sá‎nchez	5
+	Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift	2015	Sergey Ioffe Christian Szegedy	4
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	4
+	Distilling the Knowledge in a Neural Network	2015	Geoffrey E. Hinton Oriol Vinyals Jay B. Dean	3
+ PDF Chat	Domain-Adversarial Training of Neural Networks	2017	Yaroslav Ganin Evgeniya Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette Mario Marchand Victor Lempitsky	3
+	Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks	2017	Pranav Rajpurkar Awni Hannun Masoumeh Haghpanahi Codie Bourn Andrew Y. Ng	3
+	CyCADA: Cycle-Consistent Adversarial Domain Adaptation	2017	Judy Hoffman Eric Tzeng Taesung Park Jun-Yan Zhu Phillip Isola Kate Saenko Alexei A. Efros Trevor Darrell	2
+	Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift	2015	Sergey Ioffe Christian Szegedy	2
+	DiDA: Disentangled Synthesis for Domain Adaptation.	2018	Jinming Cao Oren Katzir Peng Jiang Dani Lischinski Daniel Cohen‐Or Changhe Tu Yangyan Li	2
+ PDF Chat	Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks	2018	Charley Gros Benjamin De Leener Atef Badji Josefina Maranzano Dominique Eden Sara M. Dupont Jason F. Talbott Ren Zhuoquiong Yaou Liu Tobias Granberg	2
+	SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation	2017	Vijay Badrinarayanan A. C. Kendall Roberto Cipolla	2
+	Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss	2018	Qi Dou Cheng Ouyang Cheng Chen Hao Chen Pheng‐Ann Heng	2
+	V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation	2016	Fausto Milletarì Nassir Navab Seyed‐Ahmad Ahmadi	2
+	How transferable are features in deep neural networks?	2014	Jason Yosinski Jeff Clune Yoshua Bengio Hod Lipson	2
+ PDF Chat	Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks	2017	Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros	2
+ PDF Chat	Recombinator Networks: Learning Coarse-to-Fine Feature Aggregation	2016	Sina Honari Jason Yosinski Pascal Vincent Christopher Pal	2
+ PDF Chat	Task Driven Generative Modeling for Unsupervised Domain Adaptation: Application to X-ray Image Segmentation	2018	Yue Zhang Shun Miao Tommaso Mansi Rui Liao	2
+ PDF Chat	3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation	2016	Özgün Çiçek Ahmed Abdulkadir Soeren S. Lienkamp Thomas Brox Olaf Ronneberger	2
+ PDF Chat	Image-to-Image Translation with Conditional Adversarial Networks	2017	Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros	2
+ PDF Chat	Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation	2018	Xiaowei Xu Qing Lu Lin Yang Xiaobo Sharon Hu Danny Z. Chen Yu Hen Hu Yiyu Shi	2
+	Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations	2016	Itay Hubara Matthieu Courbariaux Daniel Soudry Ran El‐Yaniv Yoshua Bengio	2
+ PDF Chat	Variable generalization performance of a deep learning model to detect pneumonia in chest radiographs: A cross-sectional study	2018	John R. Zech Marcus A. Badgeley Manway Liu Anthony Costa J. Titano Eric K. Oermann	2
+ PDF Chat	Learning Deconvolution Network for Semantic Segmentation	2015	Hyeonwoo Noh Seunghoon Hong Bohyung Han	2
+ PDF Chat	Fully convolutional networks for semantic segmentation	2015	Jonathan Long Evan Shelhamer Trevor Darrell	2
+	Temporal Ensembling for Semi-Supervised Learning	2016	Samuli Laine Timo Aila	2
+	Spinal cord gray matter segmentation using deep dilated convolutions	2018	Christian S. Perone Evan Calabrese Julien Cohen‐Adad	2
+	Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights	2017	Aojun Zhou Anbang Yao Yiwen Guo Lin Xu Yurong Chen	2
+	Rethinking Atrous Convolution for Semantic Image Segmentation	2017	Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam	2
+	Self-ensembling for visual domain adaptation	2017	Geoffrey French Michał Mackiewicz Mark Fisher	2
+	Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results	2017	Antti Tarvainen Harri Valpola	2
+ PDF Chat	Stacked Hourglass Networks for Human Pose Estimation	2016	Alejandro Newell Kaiyu Yang Jia Deng	2
+ PDF Chat	Unsupervised Domain Adaptation in Brain Lesion Segmentation with Adversarial Networks	2017	Konstantinos Kamnitsas Christian F. Baumgartner Christian Ledig Virginia Newcombe Joanna Simpson Andrew D. Kane David Menon Aditya Nori Antonio Criminisi Daniel Rueckert	2
+	Deep Learning for Medical Image Segmentation	2015	Matthew Lai	2
+ PDF Chat	TernaryNet: faster deep model inference without GPUs for medical 3D segmentation using sparse and binary convolutions	2018	Mattias P. Heinrich‬ Max Blendowski Ozan Oktay	2
+ PDF Chat	Identity Mappings in Deep Residual Networks	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	1
+	Revisiting Batch Normalization For Practical Domain Adaptation	2016	Yanghao Li Naiyan Wang Jianping Shi Jiaying Liu Xiaodi Hou	1
+ PDF Chat	<i>FUSE</i>and<i>HST</i>STIS Far‐Ultraviolet Observations of AM Herculis in an Extended Low State	2006	B. T. Gänsicke Knox S. Long M. A. Barstow I. Hubený	1
+	Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks	2016	Tim Salimans Diederik P. Kingma	1
+	Learning Distributed Representations of Sentences from Unlabelled Data	2016	Felix Hill Kyunghyun Cho Anna Korhonen	1
+ PDF Chat	Hypercolumns for object segmentation and fine-grained localization	2015	Bharath Hariharan Pablo Arbeláez Ross Girshick Jitendra Malik	1
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	1
+	Deep Speech 2: End-to-End Speech Recognition in English and Mandarin	2015	Dario Amodei Rishita Anubhai Eric Battenberg Carl Case Jared Casper Bryan Catanzaro Jingdong Chen Mike Chrzanowski Adam Coates Greg Diamos	1
+ PDF Chat	Learning normalized inputs for iterative estimation in medical image segmentation	2017	Michal Drozdzal Gabriel Chartrand Eugene Vorontsov Mahsa Shakeri Lisa Di Jorio An Tang Adriana Romero Yoshua Bengio Chris Pal Samuel Kadoury	1
+ PDF Chat	Rethinking the Inception Architecture for Computer Vision	2016	Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jon Shlens Zbigniew Wojna	1
+ PDF Chat	Irradiated atmospheres of accreting magnetic white dwarfs with an application to the polar AM Herculis	2006	Michael König K. Beuermann B. T. Gänsicke	1
+	Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs	2014	Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Murphy Alan Yuille	1
+	Overcoming catastrophic forgetting in neural networks	2017	James Kirkpatrick Razvan Pascanu Neil C. Rabinowitz Joel Veness Guillaume Desjardins Andrei A. Rusu Kieran Milan John Quan Tiago Ramalho Agnieszka Grabska‐Barwińska	1
+ PDF Chat	First <i>Spitzer Space Telescope</i> Observations of Magnetic Cataclysmic Variables: Evidence of Excess Emission at 3-8 μm	2006	Steve B. Howell Carolyn Brinkworth D. W. Hoard Stefanie Wachter T. E. Harrison Howard Chun Beth A. Thomas Linda Stefaniak David R. Ciardi Paula Szkody	1
+ PDF Chat	Mapping axonal density and average diameter using non-monotonic time-dependent gradient-echo MRI	2017	Daniel Nunes Tomás Cruz Sune Nørhøj Jespersen Noam Shemesh	1