Mohsen Imani
4 papers in the PaperMetrix corpus
Papers by this author
-
Hyperdimensional Quantum Factorization
2024 · arXiv (Cornell University)
This paper presents a quantum algorithm for efficiently decoding hypervectors, a crucial process in extracting atomic elements from hypervectors - an essential task in Hyperdimensional Computing (HDC) models for interpretable learning and information retrieval. HDC …
-
Recoverable Anonymization for Pose Estimation: A Privacy-Enhancing Approach
2024 · arXiv (Cornell University)
Human pose estimation (HPE) is crucial for various applications. However, deploying HPE algorithms in surveillance contexts raises significant privacy concerns due to the potential leakage of sensitive personal information (SPI) such as facial features, and …
-
Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning
2024 · arXiv (Cornell University)
The increasing demand for robust security solutions across various industries has made Video Anomaly Detection (VAD) a critical task in applications such as intelligent surveillance, evidence investigation, and violence detection. Traditional approaches to VAD often …
-
Neuro-Photonix: Enabling Near-Sensor Neuro-Symbolic AI Computing on\n Silicon Photonics Substrate
2024 · arXiv (Cornell University)
Neuro-symbolic Artificial Intelligence (AI) models, blending neural networks\nwith symbolic AI, have facilitated transparent reasoning and context\nunderstanding without the need for explicit rule-based programming. However,\nimplementing such models in the Internet of Things (IoT) sensor nodes presents\nhurdles …