Guosheng Lin

RefineNet: Multi-path Refinement Networks for High-Resolution Semantic Segmentation

Guosheng Lin, Anton Milan, Chunhua Shen et al. · 2017 · 3.2K citations

Convolutional Neural Network, Engineering, Machine Learning +18

Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields

Fayao Liu, Chunhua Shen, Guosheng Lin et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015 · 1.3K citations · Full text

Convolutional Neural Network, Image Analysis, Machine Learning +13

DeepEMD: Few-Shot Image Classification With Differentiable Earth Mover’s Distance and Structured Classifiers

Chi Zhang, Yujun Cai, Guosheng Lin et al. · 2020 · 881 citations

Few-shot Learning, Engineering, Machine Learning +18

Deep convolutional neural fields for depth estimation from a single image

Fayao Liu, Chunhua Shen, Guosheng Lin · 2015 · 871 citations

Geometric Learning, Image Analysis, Machine Learning +15

Efficient Piecewise Training of Deep Structured Models for Semantic Segmentation

Guosheng Lin, Chunhua Shen, Anton van den Hengel et al. · 2016 · 847 citations

Convolutional Neural Network, Scene Analysis, Engineering +18