244 citations · 1.5k across the 70 of their papers we have counts for
10 papers · 1 filter
Defensive Tensorization
Adrian Bulat, Jean Kossaifi, Sourav Bhattacharya +5
We propose defensive tensorization, an adversarial defence technique that leverages a latent high-order factorization of the network. The layers of a network are first expressed as…
Domain Generalisation for Apparent Emotional Facial Expression Recognition across Age-Groups
Rafael Poyiadzi, Jie Shen, Stavros Petridis +2
Apparent emotional facial expression recognition has attracted a lot of research attention recently. However, the majority of approaches ignore age differences and train a generic…
EasyCom: An Augmented Reality Dataset to Support Algorithms for Easy Communication in Noisy Environments
Jacob Donley, Vladimir Tourbabin, Jung-Suk Lee +6
Augmented Reality (AR) as a platform has the potential to facilitate the reduction of the cocktail party effect. Future AR headsets could potentially leverage information from an a…
LiRA: Learning Visual Speech Representations from Audio through Self-supervision
Pingchuan Ma, Rodrigo Mira, Stavros Petridis +2
The large amount of audiovisual content being shared online today has drawn substantial attention to the prospect of audiovisual self-supervised learning. Recent works have focused…
FP-Age: Leveraging Face Parsing Attention for Facial Age Estimation in the Wild
Yiming Lin, Jie Shen, Yujiang Wang +1
Image-based age estimation aims to predict a person's age from facial images. It is used in a variety of real-world applications. Although end-to-end deep models have achieved impr…
End-to-End Video-To-Speech Synthesis using Generative Adversarial Networks
Rodrigo Mira, Konstantinos Vougioukas, Pingchuan Ma +3
Video-to-speech is the process of reconstructing the audio speech from a video of a spoken utterance. Previous approaches to this task have relied on a two-step process where an in…