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cs.CV2026
When Masking Helps or Hurts Robustness in Compressed CLIP: A Pre-Deployment Diagnostic
Muhammad Zawish, Steven Davy
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 systemati…
cs.CV2026
CLIP-Guided Multi-Task Regression for Multi-View Plant Phenotyping
Simon Warmers, Muhammad Zawish, Fayaz Ali Dharejo +2
Modeling plant growth dynamics plays a central role in modern agricultural research. However, learning robust predictors from multi-view plant imagery remains challenging due to st…