Haytham M. Fayek

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 24

Top Topics

Neural Architecture

Temporal Reasoning

Speech Emotion Recognition

Top Venues

Neural Networks

Publications

Yameng Peng, Andy Song, Haytham M. Fayek, Vic Ciesielski, Xiaojun Chang
SWAP-NAS: Sample-Wise Activation Patterns for Ultra-fast NAS. CoRR (2024)
Yameng Peng, Andy Song, Haytham M. Fayek, Vic Ciesielski, Xiaojun Chang
SWAP-NAS: Sample-Wise Activation Patterns for Ultra-fast NAS. ICLR (2024)
Emma J. Pretty, Haytham M. Fayek, Fabio Zambetta
A Case for Personalized Non-Player Character Companion Design. Int. J. Hum. Comput. Interact. 40 (12) (2024)
Yameng Peng, Andy Song, Vic Ciesielski, Haytham M. Fayek, Xiaojun Chang
Fast Evolutionary Neural Architecture Search by Contrastive Predictor with Linear Regions. GECCO (2023)
Emma J. Pretty, Renan Guarese, Haytham M. Fayek, Fabio Zambetta
Replicability and Transparency for the Creation of Public Human User Video Game Datasets. VRW (2023)
Emma J. Pretty, Renan Guarese, Haytham M. Fayek, Fabio Zambetta
Replicability and Transparency for the Creation of Public Human User Video Game Datasets. CoRR (2023)
Jarry Chen, Haytham M. Fayek
The Structurally Complex with Additive Parent Causality (SCARY) Dataset. CoRR (2023)
Yameng Peng, Andy Song, Vic Ciesielski, Haytham M. Fayek, Xiaojun Chang
PRE-NAS: Evolutionary Neural Architecture Search With Predictor. IEEE Trans. Evol. Comput. 27 (1) (2023)
Renan Guarese, Emma Pretty, Haytham M. Fayek, Fabio Zambetta, Ron G. van Schyndel
Evoking empathy with visually impaired people through an augmented reality embodiment experience. CoRR (2023)
Yameng Peng, Andy Song, Vic Ciesielski, Haytham M. Fayek, Xiaojun Chang
PRE-NAS: Predictor-assisted Evolutionary Neural Architecture Search. CoRR (2022)
Yameng Peng, Andy Song, Vic Ciesielski, Haytham M. Fayek, Xiaojun Chang
PRE-NAS: predictor-assisted evolutionary neural architecture search. GECCO (2022)
Saisubramaniam Gopalakrishnan, Pranshu Ranjan Singh, Haytham M. Fayek, Savitha Ramasamy, Arulmurugan Ambikapathi
Knowledge Capture and Replay for Continual Learning. WACV (2022)
Haytham M. Fayek, Anurag Kumar
Large Scale Audiovisual Learning of Sounds with Weakly Labeled Data. CoRR (2020)
Haytham M. Fayek, Justin Johnson
Temporal Reasoning via Audio Question Answering. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Haytham M. Fayek, Lawrence Cavedon, Hong Ren Wu
Progressive learning: A deep learning framework for continual learning. Neural Networks 128 (2020)
Haytham M. Fayek, Anurag Kumar
Large Scale Audiovisual Learning of Sounds with Weakly Labeled Data. IJCAI (2020)
Saisubramaniam Gopalakrishnan, Pranshu Ranjan Singh, Haytham M. Fayek, Savitha Ramasamy, Arulmurugan Ambikapathi
Knowledge Capture and Replay for Continual Learning. CoRR (2020)
Haytham M. Fayek, Justin Johnson
Temporal Reasoning via Audio Question Answering. CoRR (2019)
Sharath Adavanne, Haytham M. Fayek, Vladimir Tourbabin
Sound Event Classification and Detection with Weakly Labeled Data. DCASE (2019)
Haytham M. Fayek, Lawrence Cavedon, Hong Ren Wu
On the Transferability of Representations in Neural Networks Between Datasets and Tasks. CoRR (2018)
Haytham M. Fayek
MatDL: A Lightweight Deep Learning Library in MATLAB. J. Open Source Softw. 2 (19) (2017)
Haytham M. Fayek, Margaret Lech, Lawrence Cavedon
Evaluating deep learning architectures for Speech Emotion Recognition. Neural Networks 92 (2017)
Haytham M. Fayek, Margaret Lech, Lawrence Cavedon
Modeling subjectiveness in emotion recognition with deep neural networks: Ensembles vs soft labels. IJCNN (2016)
Haytham M. Fayek, Margaret Lech, Lawrence Cavedon
On the Correlation and Transferability of Features Between Automatic Speech Recognition and Speech Emotion Recognition. INTERSPEECH (2016)
Haytham M. Fayek, Margaret Lech, Lawrence Cavedon
Towards real-time Speech Emotion Recognition using deep neural networks. ICSPCS (2015)
Haytham M. Fayek, I. Elamvazuthi
Real-time implementation of a Type-2 Fuzzy Logic Controller to control a DC servomotor with different defuzzification methods. MMAR (2013)