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Rewards Encoding Environment Dynamics Improves Preference-based Reinforcement Learning


Nov 12, 2022
Katherine Metcalf, Miguel Sarabia, Barry-John Theobald

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Contrastive Self-Supervised Learning for Skeleton Representations


Nov 10, 2022
Nico Lingg, Miguel Sarabia, Luca Zappella, Barry-John Theobald

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* 8 pages, 2 figures, 4 tables. Accepted at the NeurIPS 2022 Workshop: Self-Supervised Learning - Theory and Practice 

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Naturalistic Head Motion Generation from Speech


Oct 26, 2022
Trisha Mittal, Zakaria Aldeneh, Masha Fedzechkina, Anurag Ranjan, Barry-John Theobald

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* Submitted to ICASSP 2023 

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Towards a Perceptual Model for Estimating the Quality of Visual Speech


Mar 24, 2022
Zakaria Aldeneh, Masha Fedzechkina, Skyler Seto, Katherine Metcalf, Miguel Sarabia, Nicholas Apostoloff, Barry-John Theobald

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* Submitted to Interspeech 2022 

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FedEmbed: Personalized Private Federated Learning


Feb 18, 2022
Andrew Silva, Katherine Metcalf, Nicholas Apostoloff, Barry-John Theobald

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* 15 pages 

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Multimodal Punctuation Prediction with Contextual Dropout


Feb 12, 2021
Andrew Silva, Barry-John Theobald, Nicholas Apostoloff

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* Accepted for publication at ICASSP 2021 

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MorphGAN: One-Shot Face Synthesis GAN for Detecting Recognition Bias


Dec 10, 2020
Nataniel Ruiz, Barry-John Theobald, Anurag Ranjan, Ahmed Hussein Abdelaziz, Nicholas Apostoloff

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Modality Dropout for Improved Performance-driven Talking Faces


May 27, 2020
Ahmed Hussen Abdelaziz, Barry-John Theobald, Paul Dixon, Reinhard Knothe, Nicholas Apostoloff, Sachin Kajareker

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* Pre-print 

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Self-supervised Learning of Visual Speech Features with Audiovisual Speech Enhancement


May 06, 2020
Zakaria Aldeneh, Anushree Prasanna Kumar, Barry-John Theobald, Erik Marchi, Sachin Kajarekar, Devang Naik, Ahmed Hussen Abdelaziz

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* Submitted to INTERSPEECH 

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