Andrea Vedaldi

Research Scientist

Computer Vision
Facebook AI Research
Machine Learning

I am a research scientist at Facebook AI Research since September 2018, with a focus on computer vision and machine learning. I am also Associate Professor at the University of Oxford, specialising on the same topics.

Interests

I am interested in deep image representations for computer vision, with applications to image understanding and 3D reconstruction. I am also interested in unsupervised learning and in the interpretability of black box models.

Website
Website

Latest Publications

Understanding Deep Networks via Extremal Perturbations and Smooth Masks

Ruth Fong, Mandela Patrick, Andrea Vedaldi

ICCV - October 20, 2019

Occlusions for Effective Data Augmentation in Image Classification

Ruth Fong, Andrea Vedaldi

ICCV Workshop on Interpreting and Explaining Visual AI Models - October 20, 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

Follow Facebook Research

Visit Our Other Blogs