Fayao Liu

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

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

CANet: Class-Agnostic Segmentation Networks With Iterative Refinement and Attentive Few-Shot Learning

Chi Zhang, Guosheng Lin, Fayao Liu et al. · 2019 · 643 citations · Full text

Few-shot Learning, Convolutional Neural Network, Engineering +21

Pyramid Graph Networks With Connection Attentions for Region-Based One-Shot Semantic Segmentation

Chi Zhang, Guosheng Lin, Fayao Liu et al. · 2019 · 342 citations · Full text

Few-shot Learning, Geometric Learning, Scene Analysis +20

CRNet: Cross-Reference Networks for Few-Shot Segmentation

Weide Liu, Chi Zhang, Guosheng Lin et al. · 2020 · 227 citations · Full text

Few-shot Learning, Cross-reference Networks, Convolutional Neural Network +15