Selection-as-Nonlinearity: Bridging Attention and Activation via a Joint Game-Decision Lens for Interpretable, Discriminative Visual Representations

Benchmark Model Rank Results
image-classification-on-cifar-100Swin-CSaN (CIFAR-Swin-Tiny)#218Percentage correct: 67.6
image-classification-on-imagenetSwin-CSaN-V2 (Swin-Small)#411Top 1 Accuracy: 83.9%