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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.
Forget massive datasets: PRIMA leverages risk-integrated image-metadata alignment to achieve state-of-the-art medical diagnosis with LLMs, proving that smart pre-training can trump brute force.
