LoRA fine-tuning of a pretrained InversionNet model on OpenFWI matches full fine-tuning in-distribution and improves out-of-distribution generalization for seismic full-waveform inversion.
Inversionnet: An efficient and accurate data-driven full waveform inversion,
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Parameter Efficient Fine-Tuning for Deep Learning-Based Full-Waveform Inversion
LoRA fine-tuning of a pretrained InversionNet model on OpenFWI matches full fine-tuning in-distribution and improves out-of-distribution generalization for seismic full-waveform inversion.