Instance-Wise Adaptive Sampling for Dataset Construction in Approximating Inverse Problem Solutions

arXiv:2509.04583v2 Announce Type: replace-cross Abstract: We propose an instance-wise adaptive sampling framework for constructing compact and informative training datasets for supervised learning of inverse problem solutions. Typical learning-based approaches aim to learn a g...

🔗 Read more: https://arxiv.org/abs/2509.04583

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