no code implementations • ECCV 2020 • Boyang Deng, JP Lewis, Timothy Jeruzalski, Gerard Pons-Moll, Geoffrey Hinton, Mohammad Norouzi, Andrea Tagliasacchi
Efficient representation of articulated objects such as human bodies is an important problem in computer vision and graphics.
1 code implementation • 26 Jul 2022 • Reuben Tan, Bryan A. Plummer, Kate Saenko, JP Lewis, Avneesh Sud, Thomas Leung
Thus, we explore a novel setting where the goal is to learn a self-supervised visual-language representation that is robust to varying text length and the number of images.
no code implementations • 6 Dec 2019 • Boyang Deng, JP Lewis, Timothy Jeruzalski, Gerard Pons-Moll, Geoffrey Hinton, Mohammad Norouzi, Andrea Tagliasacchi
Efficient representation of articulated objects such as human bodies is an important problem in computer vision and graphics.
no code implementations • 11 Mar 2017 • Agata Migalska, JP Lewis
In this paper we observe that information theoretical concepts are valuable tools for extracting information from images and, in particular, information on image symmetries.
1 code implementation • ICML 2017 • David Balduzzi, Marcus Frean, Lennox Leary, JP Lewis, Kurt Wan-Duo Ma, Brian McWilliams
A long-standing obstacle to progress in deep learning is the problem of vanishing and exploding gradients.