Li Zhang

Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers

Sixiao Zheng, Jiachen Lu, Hengshuang Zhao et al. · 2021 · 3.4K citations

Convolutional Neural Network, Scene Analysis, Image Analysis +14

Instance Credibility Inference for Few-Shot Learning

Yikai Wang, Chengming Xu, Chen Liu et al. · 2020 · 195 citations

Artificial Intelligence, Few-shot Learning, Natural Language Processing +14

Simpler is Better: Few-shot Semantic Segmentation with Classifier Weight Transformer

Zhihe Lu, Sen He, Xiatian Zhu et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 188 citations

Few-shot Learning, Convolutional Neural Network, Scene Analysis +19

Learning a Few-shot Embedding Model with Contrastive Learning

Chen Liu, Yanwei Fu, Chengming Xu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 178 citations · Full text

Few-shot Learning, Machine Vision, Machine Learning +13

Learning Dynamic Alignment via Meta-filter for Few-shot Learning

Chengming Xu, Yanwei Fu, Chen Liu et al. · 2021 · 132 citations

Few-shot Learning, Dynamic Alignment, Machine Vision +13