Research output per year
Research output per year
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Dive into the research topics where Hasan Abed El Kader Hammoud is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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
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On Pretraining Data Diversity for Self-Supervised Learning
Al Kader Hammoud, H. A., Das, T., Pizzati, F., Torr, P. H. S., Bibi, A. & Ghanem, B., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 54-71 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15114 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Look, Listen, and Attack: Backdoor Attacks Against Video Action Recognition
Al Kader Hammoud, H. A., Liu, S., Alkhrashi, M., Albalawi, F. & Ghanem, B., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2024. IEEE Computer Society, p. 3439-3450 12 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Scopus citations -
Towards Interpretable Deep Local Learning with Successive Gradient Reconciliation
Yang, Y., Li, X., Alfarra, M., Hammoud, H., Bibi, A., Torr, P. & Ghanem, B., 2024, p. 56196-56215. 20 p.Research output: Contribution to conference › Paper › peer-review
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CAMEL: Communicative Agents for “Mind” Exploration of Large Language Model Society
Li, G., Al Kader Hammoud, H. A., Itani, H., Khizbullin, D. & Ghanem, B., 2023, p. 51991-52008. 18 p.Research output: Contribution to conference › Paper › peer-review
49 Scopus citations -
Computationally Budgeted Continual Learning: What Does Matter?
Prabhu, A., Al Kader Hammoud, H. A., Dokania, P., Torr, P. H. S., Lim, S. N., Ghanem, B. & Bibi, A., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society, p. 3698-3707 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access21 Scopus citations -
Correction: [Large eddy simulations of NH3-H2 jet flame at elevated pressure using PCA with inclusion of NH3/H2 ratio variation] (American Institute of Aeronautics and Astronautics Inc, AIAA)
Abdelwahid, S., Malik, M. R., Al Kader Hammoud, H. A., Hernández Pérez, F. E., Ghanem, B. & Im, H. G., 2023, In: AIAA SciTech Forum and Exposition, 2023.Research output: Contribution to journal › Comment/debate › peer-review
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Don't FREAK Out: A Frequency-Inspired Approach to Detecting Backdoor Poisoned Samples in DNNs
Al Kader Hammoud, H. A., Bibi, A., Torr, P. H. S. & Ghanem, B., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2023. IEEE Computer Society, p. 2338-2345 8 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2023-June).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
Large eddy simulations of ammonia-hydrogen jet flames at elevated pressure using principal component analysis and deep neural networks
Abdelwahid, S., Malik, M. R., Al Kader Hammoud, H. A., Hernández-Pérez, F. E., Ghanem, B. & Im, H. G., Jul 2023, In: Combustion and Flame. 253, 112781.Research output: Contribution to journal › Article › peer-review
17 Scopus citations
Press/Media
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Researchers Say New AI Outperforms Other Models on Data Science Tasks
Han, Y., Jin, Y., Hamdi, A., Zhang, L., Schmidhuber, J., Hammoud, H., Wang, Y., Yang, Y., Liu, Z., Chen, X. & Liu, H.
01/2/25
1 item of Media coverage
Press/Media: Press / Media
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Researchers at King Abdullah University of Science and Technology (KAUST) Target Engineering (Large Eddy Simulations of Ammonia-hydrogen Jet Flames At Elevated Pressure Using Principal Component Analysis and Deep Neural Networks)
Ghanem, B., Im, H. G., Hernandez Perez, F., Hammoud, H., Malik, R. & Abdelwahid, S.
07/6/23
1 item of Media coverage
Press/Media: Press / Media