Guangxing Han

Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment

Guangxing Han, Shiyuan Huang, Jiawei Ma et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 195 citations · Full text

Computing, Computer Science, Computer Vision +15

Few-Shot Object Detection with Fully Cross-Transformer

Guangxing Han, Jiawei Ma, Shiyuan Huang et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 188 citations

Computing, Computer Science, Computer Vision +13

Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks

Guangxing Han, Yicheng He, Shiyuan Huang et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 134 citations

Computing, Computer Science, Computer Vision +16

Partner-Assisted Learning for Few-Shot Image Classification

Jiawei Ma, Hanchen Xie, Guangxing Han et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 70 citations

Computing, Computer Science, Computer Vision +14

Task-Adaptive Negative Envision for Few-Shot Open-Set Recognition

Shiyuan Huang, Jiawei Ma, Guangxing Han et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 39 citations

Computing, Computer Science, Artificial Intelligence +9