1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2025
Training-Free Restoration of Pruned Neural Networks
Keonho Lee, Minsoo Kim, Dong-Wan Choi
Although network pruning has been highly popularized to compress deep neural networks, its resulting accuracy heavily depends on a fine-tuning process that is often computationally…
cs.CL2025★ 1 cited
PGB: One-Shot Pruning for BERT via Weight Grouping and Permutation
Hyemin Lim, Jaeyeon Lee, Dong-Wan Choi
Large pretrained language models such as BERT suffer from slow inference and high memory usage, due to their huge size. Recent approaches to compressing BERT rely on iterative prun…