I am a research scientist on the Facebook AI Research (FAIR) team interested in deep learning and computer vision. Before coming to FAIR, I worked on my PhD at INSA Lyon and University of Guelph under the guidance of Christian Wolf and Graham Taylor. I also spent several months as a visiting researcher at Google.
Interests
Deep learning and computer vision
Latest Publications
Transferring Dense Pose to Proximal Animal Classes
Artsiom Sanakoyeu, Vasil Khalidov, Maureen S. McCarthy, Andrea Vedaldi, Natalia Neverova
CVPR - May 31, 2020
CoPhy: Counterfactual Learning of Physical Dynamics
Fabien Baradel, Natalia Neverova, Julien Mille, Greg Mori, Christian Wolf
ICLR - February 21, 2020
Correlated Uncertainty for Learning Dense Correspondences from Noisy Labels
Natalia Neverova, David Novotny, Andrea Vedaldi
NeurIPS - November 17, 2019
C3DPO: Canonical 3D Pose Networks for Non-Rigid Structure From Motion
David Novotny, Nikhila Ravi, Benjamin Graham, Natalia Neverova, Andrea Vedaldi
ICCV - September 5, 2019
Slim DensePose: Thrifty Learning from Sparse Annotations and Motion Cues
Natalia Neverova, James Thewlis, Riza Alp Guler, Iasonas Kokkinos, Andrea Vedaldi
CVPR - June 9, 2019
Dense Pose Transfer
Natalia Neverova, Riza Alp Guler, Iasonas Kokkinos
ECCV 2018 - September 10, 2018
Object Level Visual Reasoning in Videos
Fabien Baradel, Natalia Neverova, Christian Wolf, Julien Mille, Greg Mori
ECCV 2018 - September 7, 2018
DensePose: Dense Human Pose Estimation In The Wild
Riza Alp Guler, Natalia Neverova, Iasonas Kokkinos
CVPR 2018 - June 18, 2018
Houdini: Fooling Deep Structured Visual and Speech Recognition Models with Adversarial Examples
Moustapha Cisse, Yossi Adi, Natalia Neverova, Joseph Keshet
NIPS 2017 - December 4, 2017
Predicting Deeper into the Future of Semantic Segmentation
Pauline Luc, Natalia Neverova, Camille Couprie, Jakob Verbeek, Yann LeCun
ICCV 2017 - October 22, 2017
Modout: Learning Multi-modal Architectures by Stochastic Regularization
Fan Li, Natalia Neverova, Christian Wolf, Graham Taylor
FG 2017 - May 31, 2017
Videos
All Videos
Transferring Dense Pose to Proximal Animal Classes
| June 10, 2020