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#machine learning Preprint Aug 2026

Breaking the Compression Barrier: Cross-Architecture Compression Boundary Learning via Reverse Regrowth

Model compression is critical for deploying networks on resource-constrained edge devices. While pruning-based methods can significantly reduce model size, they often suffer from abrupt performance collapse beyond a sparsity thresh-old, making it difficult to identify the feasible compression limit of the model. To add...

Zhao-Xiu Liu, S. Praveen, Yi Sheng · 0 citations

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