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Generalizability of Adversarial Robustness Under Distribution Shifts
Recent progress in empirical and certified robustness promises to deliver reliable and deployable Deep Neural Networks (DNNs). Despite …
Kumail Alhamoud, Hasan Abed Al Kader Hammoud, Motasem Alfarra, Bernard Ghanem
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Real-Time Evaluation in Online Continual Learning: A New Hope
Current evaluations of Continual Learning (CL) methods typically assume that there is no constraint on training time and computation. …
Yasir Ghunaim, Adel Bibi, Kumail Alhamoud, Motasem Alfarra, Hasan Abed Al Kader Hammoud, Ameya Prabhu, Philip H. S. Torr, Bernard Ghanem
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Real-Time Evaluation in Online Continual Learning: A New Hope
Computationally Budgeted Continual Learning: What Does Matter?
Continual Learning (CL) aims to sequentially train models on streams of incoming data that vary in distribution by preserving previous …
Ameya Prabhu, Hasan Abed Al Kader Hammoud, Puneet Dokania, Philip H.S. Torr, Ser-Nam Lim, Bernard Ghanem, Adel Bibi
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Computationally Budgeted Continual Learning: What Does Matter?
Large eddy simulations of ammonia-hydrogen jet flames at elevated pressure using principal component analysis and deep neural networks
The combustion of ammonia/hydrogen is currently gaining importance in the power generation sector as an alternative for hydrocarbon …
Suliman Abdelwahid, Mohammad Rafi Malik, Hasan Abed Al Kader Hammoud, Francisco E. Hernandez Perez, Bernard Ghanem, Hong Im
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Large eddy simulations of NH3-H2 jet flame at elevated pressure using PCA with inclusion of NH3/H2 ratio variation
Ammonia-hydrogen blends are receiving significant attention as a viable alternative to hydrocarbon fuels, and improved fundamental …
Suliman Abdelwahid, Mohammad Rafi Malik, Hasan Abed Al Kader Hammoud, Francisco E. Hernandez Perez, Bernard Ghanem, Hong Im
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PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies
PointNet++ is one of the most influential neural architectures for point cloud understanding. Although the accuracy of PointNet++ has …
Guocheng Qian, Yuchen Li, Houwen Peng, Jinjie Mai, Hasan Abed Al Kader Hammoud, Mohamed Elhoseiny, Bernard Ghanem
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PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies
Check Your Other Door! Creating Backdoor Attacks in the Frequency Domain
Deep Neural Networks (DNNs) are ubiquitous and span a variety of applications ranging from image classification to real-time object …
Hasan Abed Al Kader Hammoud, Bernard Ghanem
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Check Your Other Door! Creating Backdoor Attacks in the Frequency Domain
ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation Learning
Access to 3D point cloud representations has been widely facilitated by LiDAR sensors embedded in various mobile devices. This has led …
Guocheng Qian, Hasan Abed Al Kader Hammoud, Guohao Li, Ali Thabet, Bernard Ghanem
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ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation Learning
> Initializing neural network...
> Loading research modules [LLM, Multimodal, Safety]
> Connecting to KAUST Vision-Language Lab
> Fetching publications [CVPR, NeurIPS, ICLR, ICML...]
> System ready. Welcome.
HASAN HAMMOUD
AI Researcher • PhD @ KAUST
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