Mengqi Xue

Customizing Student Networks From Heterogeneous Teachers via Adaptive Knowledge Amalgamation

Chengchao Shen, Mengqi Xue, Xinchao Wang et al. · 2019 · 53 citations

Artificial Intelligence, Few-shot Learning, Engineering +21

Meta-attention for ViT-backed Continual Learning

Mengqi Xue, Haofei Zhang, Jie Song et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 39 citations

Few-shot Learning, Incremental Learning, Convolutional Neural Network +17

ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition

Mengqi Xue, Qihan Huang, Haofei Zhang et al. · arXiv (Cornell University) · 2022 · 22 citations · Full text

Prototypical Part Transformer, Engineering, Machine Learning +17

Tree-like Decision Distillation

Jie Song, Haofei Zhang, Xinchao Wang et al. · 2021 · 19 citations

Artificial Intelligence, Engineering, Machine Learning +16

Bootstrapping ViTs: Towards Liberating Vision Transformers from Pre-training

Haofei Zhang, Jiarui Duan, Mengqi Xue et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 18 citations

Convolutional Neural Network, Machine Vision, Machine Learning +14