50 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Beijing Institute of TechnologyCN4 papers
- Beijing University of Posts and TelecommunicationsCN2 papers
- Didi Chuxing (China)2 papers
- Harbin Institute of TechnologyCN2 papers
- Syracuse UniversityUS2 papers
- Tsinghua UniversityCN2 papers
- Beijing Advanced Sciences and Innovation CenterCN1 paper
- Delft University of TechnologyNL1 paper
- East China Normal UniversityCN1 paper
- Huazhong University of Science and TechnologyCN1 paper
- Kuaishou (China)1 paper
- Michigan State UniversityUS1 paper
Showing 2021 · cs.LGShow all
2 papers · 2 filters
cs.LG2021★ 42 cited
CATRO: Channel Pruning via Class-Aware Trace Ratio Optimization
Wenzheng Hu, Zhengping Che, Ning Liu +4
Deep convolutional neural networks are shown to be overkill with high parametric and computational redundancy in many application scenarios, and an increasing number of works have…
cs.LG2021★ 12 cited
Lottery Ticket Preserves Weight Correlation: Is It Desirable or Not?
Ning Liu, Geng Yuan, Zhengping Che +7
In deep model compression, the recent finding "Lottery Ticket Hypothesis" (LTH) (Frankle & Carbin, 2018) pointed out that there could exist a winning ticket (i.e., a properly prune…