GlyphNet’s own results support this: their best CNN (VGG16 fine-tuned on rendered glyphs) achieved 63-67% accuracy on domain-level binary classification. Learned features do not dramatically outperform structural similarity for glyph comparison, and they introduce model versioning concerns and training corpus dependencies. For a dataset intended to feed into security policy, determinism and auditability matter more than marginal accuracy gains.
Health Secretary Wes Streeting says resident doctors have received the largest pay rises of any public sector employees over the last three years, totalling nearly 30%. He insists the government will not offer any further increases.
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Enterprise: Custom pricing
Известный юморист и телеведущий, звезда шоу Comedy Club на канале ТНТ Вадим Галыгин станет отцом в четвертый раз. О беременности сообщила его жена Ольга на странице в соцсети Instagram (запрещена в России; принадлежит компании Meta, признанной экстремистской организацией и запрещенной в РФ).