Nuno Gonçalves

Transforming noise into visually appealing cover images, this method safeguards biometric data while ensuring integrity against tampering attacks.

By cleverly initializing sparse attention with on-chip histograms, AdaSplash-2 achieves comparable or better training speed than FlashAttention-2 at moderate-to-high sparsity, unlocking the potential of $\alpha$-entmax for long-context transformers.