37 citations · 45 across the 5 of their papers we have counts for
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cs.LG2020★ 7 cited
PCNN: Pattern-based Fine-Grained Regular Pruning towards Optimizing CNN Accelerators
Zhanhong Tan, Jiebo Song, Xiaolong Ma +8
Weight pruning is a powerful technique to realize model compression. We propose PCNN, a fine-grained regular 1D pruning method. A novel index format called Sparsity Pattern Mask (S…
cs.LG2019
Domain Constraint Approximation based Semi Supervision
Yifu Wu, Jin Wei, Rigoberto Roche
Deep learning for supervised learning has achieved astonishing performance in various machine learning applications. However, annotated data is expensive and rare. In practice, onl…