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PRE-NAS: Predictor-assisted Evolutionary Neural Architecture Search


Apr 27, 2022
Yameng Peng, Andy Song, Vic Ciesielski, Haytham M. Fayek, Xiaojun Chang

* Accepted by GECCO 2022 

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Large Scale Audiovisual Learning of Sounds with Weakly Labeled Data


May 29, 2020
Haytham M. Fayek, Anurag Kumar

* 29th International Joint Conference on Artificial Intelligence (IJCAI 2020) 

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Temporal Reasoning via Audio Question Answering


Nov 21, 2019
Haytham M. Fayek, Justin Johnson


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On the Transferability of Representations in Neural Networks Between Datasets and Tasks


Nov 29, 2018
Haytham M. Fayek, Lawrence Cavedon, Hong Ren Wu

* Continual Learning Workshop, 32nd Neural Information Processing Systems (NeurIPS 2018), Montreal, Canada 
* Accepted Paper in the Continual Learning Workshop, NeurIPS 2018 

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