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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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Fair SA: Sensitivity Analysis for Fairness in Face Recognition


Feb 09, 2022
Aparna R. Joshi, Xavier Suau, Nivedha Sivakumar, Luca Zappella, Nicholas Apostoloff

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* 8 pages, 5 figures, to be published in NeurIPS 2021 Workshop, Algorithmic Fairness through the Lens of Causality and Robustness 

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FORML: Learning to Reweight Data for Fairness


Feb 03, 2022
Bobby Yan, Skyler Seto, Nicholas Apostoloff

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* 21 pages, 3 figures, Under Review 

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Challenges of Adversarial Image Augmentations


Dec 03, 2021
Arno Blaas, Xavier Suau, Jason Ramapuram, Nicholas Apostoloff, Luca Zappella

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* To appear at the ICBINB 2021 Neurips Workshop 

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Self-conditioning pre-trained language models


Sep 30, 2021
Xavier Suau, Luca Zappella, Nicholas Apostoloff

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* 8 pages and supplementary material 

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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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