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TwinTrack is a post-hoc calibration framework for pancreatic cancer segmentation that aligns ensemble model probabilities with the empirical mean human response across multiple annotators, improving interpretability and calibration metrics on multi-rater benchmarks.
Falcon Perception is a 0.6B-parameter early-fusion Transformer model released by TII UAE for open-vocabulary grounding and segmentation from natural language prompts, utilizing hybrid attention and specialized heads.