Replacing softmax attention with entmax-1.5 in DINOv1 ViT-S/16 improves semantic segmentation mIoU on three benchmarks while keeping ImageNet linear-probing accuracy unchanged.
Adasplash: Adaptive sparse flash attention
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Vision Transformers Need Better Token Interaction
Replacing softmax attention with entmax-1.5 in DINOv1 ViT-S/16 improves semantic segmentation mIoU on three benchmarks while keeping ImageNet linear-probing accuracy unchanged.