Projects per year
Personal profile
Biography
Munawar is a Senior Lecturer at Faculty of IT, Monash University, Melbourne, Australia. He is an ARC DECRA fellow. Munawar completed his PhD in Computer Vision from The University of Western Australia (UWA). His PhD thesis received multiple awards including the prestigious Robert Street Prize. His research interests are in computer vision, machine/deep learning, and affective computing.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Computer Science, Doctor of Philosophy, University of Western Australia
Award Date: 15 May 2015
Space Science, Masters in Space Science and Technology, Luleå tekniska universitet (Lulea University of Technology)
Award Date: 1 Dec 2011
Avionics Engineering, Bachelor of Engineering, National University of Sciences & Technology (Pakistan)
Award Date: 1 Oct 2009
Research area keywords
- Computer Vision
- Deep learning
- Image Processing
- Machine Learning
- Affective Computing
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 3 Active
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Large-scale multimodal knowledge management: From organization and user modeling to fast contextual presentation
Gasevic, D., Swiecki, Z., Li, Y., Haffari, R., Hayat, M., Chen, G., Tsai, Y., Do, T., Zhuang, B. & Wang, T.
2/09/22 → 1/09/25
Project: Research
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Towards Robotic Empathy: A human centred approach to future AI machines
Australian Research Council (ARC)
26/10/20 → 24/10/24
Project: Research
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Improving the specificity of affective computing via multimodal analysis
Goecke, R., Hayat, M., Cohn, J., Schuller, B. & Morency, L. P.
Monash University – Internal School Contribution
1/10/19 → 30/06/24
Project: Research
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Glitch in the matrix: A large scale benchmark for content driven audio–visual forgery detection and localization
Cai, Z., Ghosh, S., Dhall, A., Gedeon, T., Stefanov, K. & Hayat, M., Nov 2023, In: Computer Vision and Image Understanding. 236, 12 p., 103818.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile -
LAVA: Label-efficient Visual Learning and Adaptation
Nassar, I., Hayat, M., Abbasnejad, E., Rezatofighi, H., Harandi, M. & Haffari, G., 2023, Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision, WACV 2023. Mortensen, E. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 147-156 10 p. (Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision, WACV 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
1 Citation (Scopus) -
Learning enriched features for fast image restoration and enhancement
Zamir, S. W., Arora, A., Khan, S., Hayat, M., Khan, F. S., Yang, M-H. & Shao, L., 13 Apr 2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 2, p. 1934-1948 15 p.Research output: Contribution to journal › Article › Research › peer-review
20 Citations (Scopus) -
MARLIN: Masked Autoencoder for facial video Representation LearnINg
Cai, Z., Ghosh, S., Stefanov, K., Dhall, A., Cai, J., Rezatofighi, H., Haffari, R. & Hayat, M., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. Mortensen, E. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1493-1504 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
5 Citations (Scopus) -
Stylized adversarial defense
Naseer, M., Khan, S., Hayat, M., Khan, F. S. & Porikli, F., 1 May 2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 5, p. 6403-6414 12 p.Research output: Contribution to journal › Article › Research › peer-review
1 Citation (Scopus)
Prizes
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DSTG Best Contribution to Science Award
Cai, Zhixi (Recipient), Stefanov, Kalin (Recipient), Dhall, Abhinav (Recipient) & Hayat, Munawar (Recipient), 2022
Prize: Prize (including medals and awards)