MISSIONHD encodes LLM-generated reasoning graphs into hyperdimensional vectors, learns a task-aligned edit vector, and decodes edges to refine the graph, reporting improved video anomaly detection with a test-set-dependent threshold.
Hyperdimensional computing: An introduction to computing in distributed representation with high-dimensional random vectors.Cognitive computation, 1:139–159, 2009
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Cross-Modality Controlled Molecule Generation with Diffusion Language Model
MISSIONHD encodes LLM-generated reasoning graphs into hyperdimensional vectors, learns a task-aligned edit vector, and decodes edges to refine the graph, reporting improved video anomaly detection with a test-set-dependent threshold.