Dr. Haytham Fayek
Senior Lecturer
Details
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College: School of Computing Technologies
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Department: School of Computing Technologies
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Campus: City Campus Australia
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haytham.fayek@rmit.edu.au
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ORCID: 0000-0002-1840-7605
Open to
- Masters Research or PhD student supervision
- Collaborative projects
- Industry Projects
- Join a web conference as a panellist or speaker
- Media enquiries
About
Dr Haytham Fayek is an artificial intelligence and machine learning researcher. His research interests are broadly in artificial intelligence, machine learning, machine reasoning, deep learning, continual learning, and machine perception.
Research fields
- 4611 Machine learning
- 461103 Deep learning
- 460307 Multimodal analysis and synthesis
- 4602 Artificial intelligence
- 460304 Computer vision
- 460302 Audio processing
- 460208 Natural language processing
Academic positions
- Senior Lecturer
- RMIT University
- School of Computing Technologies
- Melbourne, Australia
- 1 Jan 2023 – Present
- Lecturer
- RMIT University
- School of Computing Technologies
- Melbourne, Australia
- 3 Feb 2020 – 31 Dec 2022
- Postdoctoral Research Scientist
- Meta
- Seattle, United States
- 20 Aug 2018 – 31 Jan 2020
Supervisor projects
- Efficient transfer learning across domains and data modalities
- 23 Sep 2024
- Knowledge-Infused Deep Graph Learning for Efficient Anomaly Detection
- 13 Feb 2024
- Development of Socially Adaptive Robot to lessen anxiety through two-channel data sources and Reinforcement Learning
- 3 Jan 2024
- Development of a Machine Learning Based Algorithm for Characterising the Vehicle Interior Noise
- 9 Oct 2023
- The Aid of Adapters in the Fight against Neural Disinformation
- 10 Feb 2023
- Topic-sentiment mixture analysis
- 1 Nov 2022
- Development of Audio Sensing for Autonomous Cars
- 3 Oct 2022
- Trusted Autonomous Operations of Distributed Satellite Systems for Earth Observation Missions
- 4 Feb 2022
- Structural Prognostics and Health Management
- 20 Aug 2021
- Machine Learning Approaches for Interference Modelling, Detection, and Mitigation for Improving Spaceborne SAR Performance
- 1 Mar 2021
- The Cognitive Cost of Non-Player Character Companions in Video Games
- 19 Nov 2020
- Efficient Network Evaluation Strategy for Neural Architecture Search
- 22 Jul 2020
Research interests
Artificial Intelligence, Machine Learning, Deep Learning, Machine Perception, Natural Language Processing.
