Mohsen Imani

Fairness via Independence: A General Regularization Framework for Machine Learning

PathHD: Efficient Large Language Model Reasoning over Knowledge Graphs via Hyperdimensional Retrieval

A Few Large Shifts: Layer-Inconsistency Based Minimal Overhead Adversarial Example Detection

Uncertainty-Weighted Fusion of RGB and Synthetic Motion Cues for Video Anomaly Detection

Variational Semantic Decomposition of Compositional Representations

Dr. RAW: Towards General High-Level Vision from RAW with Efficient Task Conditioning

Cognitive map formation under uncertainty via local prediction learning

Structure-aware Attention based on Vector Symbolic Architectures

Cauchy-Schwarz Fairness Regularizer

Optimal Hyperdimensional Representation for Learning and Cognitive Computation