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Defensive Tensorization


Oct 26, 2021
Adrian Bulat, Jean Kossaifi, Sourav Bhattacharya, Yannis Panagakis, Timothy Hospedales, Georgios Tzimiropoulos, Nicholas D Lane, Maja Pantic

* To be presented at BMVC 2021 

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Domain Generalisation for Apparent Emotional Facial Expression Recognition across Age-Groups


Oct 18, 2021
Rafael Poyiadzi, Jie Shen, Stavros Petridis, Yujiang Wang, Maja Pantic


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EasyCom: An Augmented Reality Dataset to Support Algorithms for Easy Communication in Noisy Environments


Jul 09, 2021
Jacob Donley, Vladimir Tourbabin, Jung-Suk Lee, Mark Broyles, Hao Jiang, Jie Shen, Maja Pantic, Vamsi Krishna Ithapu, Ravish Mehra

* Dataset is available at: https://github.com/facebookresearch/EasyComDataset 

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FP-Age: Leveraging Face Parsing Attention for Facial Age Estimation in the Wild


Jun 21, 2021
Yiming Lin, Jie Shen, Yujiang Wang, Maja Pantic

* Code and data will be available on https://github.com/hhj1897/age_estimation 

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LiRA: Learning Visual Speech Representations from Audio through Self-supervision


Jun 16, 2021
Pingchuan Ma, Rodrigo Mira, Stavros Petridis, Björn W. Schuller, Maja Pantic

* Accepted for publication at Interspeech 2021 

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End-to-End Video-To-Speech Synthesis using Generative Adversarial Networks


Apr 30, 2021
Rodrigo Mira, Konstantinos Vougioukas, Pingchuan Ma, Stavros Petridis, Björn W. Schuller, Maja Pantic

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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DINO: A Conditional Energy-Based GAN for Domain Translation


Feb 18, 2021
Konstantinos Vougioukas, Stavros Petridis, Maja Pantic

* Accepted to ICLR 2021 

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Cauchy-Schwarz Regularized Autoencoder


Feb 12, 2021
Linh Tran, Maja Pantic, Marc Peter Deisenroth


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End-to-end Audio-visual Speech Recognition with Conformers


Feb 12, 2021
Pingchuan Ma, Stavros Petridis, Maja Pantic

* Accepted to ICASSP 2021 

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RoI Tanh-polar Transformer Network for Face Parsing in the Wild


Feb 04, 2021
Yiming Lin, Jie Shen, Yujiang Wang, Maja Pantic

* Code and data will be available on https://ibug.doc.ic.ac.uk/resources/ibugmask/ 

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Lips Don't Lie: A Generalisable and Robust Approach to Face Forgery Detection


Dec 14, 2020
Alexandros Haliassos, Konstantinos Vougioukas, Stavros Petridis, Maja Pantic


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Lip-reading with Densely Connected Temporal Convolutional Networks


Sep 29, 2020
Pingchuan Ma, Yujiang Wang, Jie Shen, Stavros Petridis, Maja Pantic


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Multilinear Latent Conditioning for Generating Unseen Attribute Combinations


Sep 09, 2020
Markos Georgopoulos, Grigorios Chrysos, Maja Pantic, Yannis Panagakis

* published at International Conference on Machine Learning 2020 

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Towards practical lipreading with distilled and efficient models


Jul 13, 2020
Pingchuan Ma, Brais Martinez, Stavros Petridis, Maja Pantic


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Learning Speech Representations from Raw Audio by Joint Audiovisual Self-Supervision


Jul 08, 2020
Abhinav Shukla, Stavros Petridis, Maja Pantic

* Accepted at the Workshop on Self-supervision in Audio and Speech at ICML 2020 

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Dilated Convolutions with Lateral Inhibitions for Semantic Image Segmentation


Jun 16, 2020
Yujiang Wang, Mingzhi Dong, Jie Shen, Yiming Lin, Maja Pantic


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Enhancing Facial Data Diversity with Style-based Face Aging


Jun 06, 2020
Markos Georgopoulos, James Oldfield, Mihalis A. Nicolaou, Yannis Panagakis, Maja Pantic

* IEEE CVPR 2020 WORKSHOP ON FAIR, DATA EFFICIENT AND TRUSTED COMPUTER VISION 

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Investigating Bias in Deep Face Analysis: The KANFace Dataset and Empirical Study


May 15, 2020
Markos Georgopoulos, Yannis Panagakis, Maja Pantic


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Does Visual Self-Supervision Improve Learning of Speech Representations?


May 04, 2020
Abhinav Shukla, Stavros Petridis, Maja Pantic


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Toward fast and accurate human pose estimation via soft-gated skip connections


Feb 25, 2020
Adrian Bulat, Jean Kossaifi, Georgios Tzimiropoulos, Maja Pantic

* Accepted to FG 2020 (oral) 

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Visually Guided Self Supervised Learning of Speech Representations


Feb 20, 2020
Abhinav Shukla, Konstantinos Vougioukas, Pingchuan Ma, Stavros Petridis, Maja Pantic

* Accepted at ICASSP 2020 v2: Updated to the ICASSP 2020 camera ready version 

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Lipreading using Temporal Convolutional Networks


Jan 23, 2020
Brais Martinez, Pingchuan Ma, Stavros Petridis, Maja Pantic


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Detecting Adversarial Attacks On Audio-Visual Speech Recognition


Dec 18, 2019
Pingchuan Ma, Stavros Petridis, Maja Pantic


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Speech-driven facial animation using polynomial fusion of features


Dec 12, 2019
Triantafyllos Kefalas, Konstantinos Vougioukas, Yannis Panagakis, Stavros Petridis, Jean Kossaifi, Maja Pantic


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Towards Pose-invariant Lip-Reading


Nov 14, 2019
Shiyang Cheng, Pingchuan Ma, Georgios Tzimiropoulos, Stavros Petridis, Adrian Bulat, Jie Shen, Maja Pantic

* 6 pages, 2 figures 

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Shape Constrained Network for Eye Segmentation in the Wild


Oct 11, 2019
Bingnan Luo, Jie Shen, Shiyang Cheng, Yujiang Wang, Maja Pantic

* IEEE Winter Conference on Applications of Computer Vision (WACV 2020) 

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