AI RESEARCH
HyperCT: Low-Rank Hypernet for Unified Chest CT Analysis
arXiv CS.CV
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ArXi:2604.03224v1 Announce Type: cross Non-contrast chest CTs offer a rich opportunity for both conventional pulmonary and opportunistic extra-pulmonary screening. While Multi-Task Learning (MTL) can unify these diverse tasks, standard hard-parameter sharing approaches are often suboptimal for modeling distinct pathologies. We propose HyperCT, a framework that dynamically adapts a Vision Transformer backbone via a Hypernetwork.