When Masking Helps or Hurts Robustness in Compressed CLIP: A Pre-Deployment Diagnostic.

arXiv:2609.39704v1 Announce Type: cross Abstract: This paper demonstrate that whether masking-based token pruning helps or hurts worst-group robustness can be predicted before deployment, without labels or fine-tuning. A systematic study of semantic masking ac