"implicit data augmentation" Papers

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DeltaPhi: Physical States Residual Learning for Neural Operators in Data-Limited PDE Solving

Xihang Yue, Yi Yang, Linchao Zhu

NEURIPS 2025arXiv:2406.09795
3
citations

Diffusion Beats Autoregressive in Data-Constrained Settings

Mihir Prabhudesai, Mengning Wu, Amir Zadeh et al.

NEURIPS 2025arXiv:2507.15857
26
citations