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Instead of discarding noisy pseudo-labels in image restoration, QualiTeacher leverages them by teaching the model to understand and even surpass the quality levels they represent.
Current vision-language models are surprisingly bad at surgical safety reasoning, failing to integrate phase information to identify safe operative zones, but a new RLHF-tuned model closes the gap.
