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Additive angular-margin softmax loss

Techniqueintermediate

Adds a fixed margin directly to the target-class angle before taking its cosine (cos(theta+m)), rather than multiplying the angle by an integer factor - giving a constant linear angular margin (exact correspondence to geodesic distance on the hypersphere) instead of the nonlinear margin produced by multiplicative or additive-cosine variants.

Used in (1 observation)

structure: Sphere · models: ArcFace ResNet50 (trained on CASIA/VGG2), ArcFace ResNet100 (trained on MS1MV3/IBUG-500K) · paper: ArcFace: Additive Angular Margin Loss for Deep Face Recognition