Shaohui Lin

Contrastive Learning for Compact Single Image Dehazing

Haiyan Wu, Yanyun Qu, Shaohui Lin et al. · 2021 · 856 citations

Towards Optimal Structured CNN Pruning via Generative Adversarial Learning

Shaohui Lin, Rongrong Ji, Chenqian Yan et al. · 2019 · 557 citations

Structured Pruning, Convolutional Neural Network, Machine Vision +15

Accelerating Convolutional Networks via Global & Dynamic Filter Pruning

Shaohui Lin, Rongrong Ji, Yuchao Li et al. · 2018 · 220 citations · Full text

Convolutional Neural Network, Machine Vision, Machine Learning +15

Toward Compact ConvNets via Structure-Sparsity Regularized Filter Pruning

Shaohui Lin, Rongrong Ji, Yuchao Li et al. · IEEE Transactions on Neural Networks and Learning Systems · 2019 · 184 citations

Convolutional Neural Network, Machine Vision, Machine Learning +12

Holistic CNN Compression via Low-Rank Decomposition with Knowledge Transfer

Shaohui Lin, Rongrong Ji, Chao Chen et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 171 citations

Convolutional Neural Network, Image Analysis, Machine Learning +15