Mohammed Bennamoun

The University of Western Australia — Australia

Computer Science · Physical Sciences

72h-index25.2kcitations790works4.02yr avg
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Research Topics

Advanced Image and Video Retrieval Techniques(119), Robotics and Sensor-Based Localization(87), Advanced Vision and Imaging(87), Face recognition and analysis(74), Face and Expression Recognition(64)

Publications787 total

DynaPURLS: Dynamic Refinement of Part-aware Representations for Skeleton-based Zero-Shot Action Recognition
arXiv (Cornell University)·2025Open Access
Hybrid Transformer-Mamba Architecture for Weakly Supervised Volumetric Medical Segmentation
arXiv (Cornell University)·2025Open Access
InfoARD: Enhancing Adversarial Robustness Distillation With Attack-Strength Adaptation and Mutual-Information Maximization
IEEE Transactions on Image Processing·2025
Spiking neural networks for radio frequency interference detection in radio astronomy
Communications Physics·2025· 1 citedOpen Access
Neuromorphic Astronomy: An End-to-End SNN Pipeline for RFI Detection Hardware
arXiv (Cornell University)·2025Open Access
Multi-Granularity Mutual Refinement Network for Zero-Shot Learning
arXiv (Cornell University)·2025Open Access
AdaRD-key: Adaptive Relevance-Diversity Keyframe Sampling for Long-form Video understanding
arXiv (Cornell University)·2025Open Access
Conditional plane-based multi-scene representation for novel view synthesis
Neurocomputing·2025· 1 citedOpen Access
A Riemannian Framework for the Elastic Analysis of the Spatiotemporal Variability in the Shape and Structure of Tree-like 4D Objects
arXiv (Cornell University)·2025Open Access
ConVLM: Context-guided vision-language model for fine-grained histopathology image classification
Information Fusion·2025Open Access
SVR-GS: Spatially Variant Regularization for Probabilistic Masks in 3D Gaussian Splatting
arXiv (Cornell University)·2025Open Access
Information bottleneck-guided KNN contrastive hashing for unsupervised cross-modal retrieval
Knowledge-Based Systems·2025· 1 citedOpen Access
Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art
ACM Computing Surveys·2025· 14 citedOpen Access
Advancing RFI-Detection in Radio Astronomy with Liquid State Machines
2025
Understanding plant phenotypes in crop breeding through explainable AI
Plant Biotechnology Journal·2025· 11 citedOpen Access
Dynamic Neural Surfaces for Elastic 4D Shape Representation and Analysis
2025· 1 citedOpen Access
STING-BEE : Towards Vision-Language Model for Real-World X-ray Baggage Security Inspection
2025· 2 cited
Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation
2025· 2 cited
Memory guided representation learning for cross-domain face anti-spoofing
Engineering Applications of Artificial Intelligence·2025· 1 cited
LatentMove: Towards Complex Human Movement Video Generation
arXiv (Cornell University)·2025Open Access
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Frequent Co-authors

Ferdous Sohel(14), Yulan Guo(7), Farid Boussaïd(6), Ajmal Mian(6), Roberto Togneri(5), Hossein Rahmani(5), Robyn Owens(5), Salman Khan(5), Syed Afaq Ali Shah(5), Min Lu(4), Jianwei Wan(4), Qiuhong Ke(4), Munawar Hayat(4), Girish Dwivedi(3), Senjian An(3), Liang Zhang(3), Guangming Zhu(3), Peiyi Shen(3), Imran Naseem(2), Laurent Valentin Jospin(2)