AI RESEARCH
Noise Injection: Improving Out-of-Distribution Generalization for Limited Size Datasets
arXiv CS.CV
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ArXi:2511.03855v2 Announce Type: replace Deep learned (DL) models for image recognition have been shown to fail to generalize to data from different devices, populations, etc. COVID-19 detection from Chest X-rays (CXRs), in particular, has been shown to fail to generalize to out-of-distribution (OOD) data from new clinical sources not covered in the