Search Results for author: Jinying Xiao

Found 2 papers, 1 papers with code

LNPT: Label-free Network Pruning and Training

no code implementations19 Mar 2024 Jinying Xiao, Ping Li, Zhe Tang, Jie Nie

Pruning before training enables the deployment of neural networks on smart devices.

Network Pruning

SEVEN: Pruning Transformer Model by Reserving Sentinels

1 code implementation19 Mar 2024 Jinying Xiao, Ping Li, Jie Nie, Zhe Tang

We utilize this design to dynamically assess the importance scores of weights. SEVEN is introduced by us, which particularly favors weights with consistently high sensitivity, i. e., weights with small gradient noise.

Image Classification Question Answering

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