Search Results for author: Guihua Shan

Found 2 papers, 0 papers with code

ParamsDrag: Interactive Parameter Space Exploration via Image-Space Dragging

no code implementations19 Jul 2024 Guan Li, Yang Liu, Guihua Shan, Shiyu Cheng, Weiqun Cao, Junpeng Wang, Ko-Chih Wang

Through experiments conducted on real-world simulations and comparisons with state-of-the-art deep learning-based approaches, we demonstrate the efficacy of our solution.

Efficient Exploration

CNNPruner: Pruning Convolutional Neural Networks with Visual Analytics

no code implementations8 Sep 2020 Guan Li, Junpeng Wang, Han-Wei Shen, Kaixin Chen, Guihua Shan, Zhonghua Lu

It considers the importance of convolutional filters through both instability and sensitivity, and allows users to interactively create pruning plans according to a desired goal on model size or accuracy.

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