Progressive soft pruning with the GraSP gradient-flow criterion gives small FID improvements over one-shot pruning on DDPMs at 50% sparsity.
”DiffWave: A Versatile Diffusion Model for Audio Synthesis.” International Conference on Learning Representations (ICLR), 2021
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Pruning for Sparse Diffusion Models based on Gradient Flow
Progressive soft pruning with the GraSP gradient-flow criterion gives small FID improvements over one-shot pruning on DDPMs at 50% sparsity.