Nanyi Fei

Towards artificial general intelligence via a multimodal foundation model

Nanyi Fei, Zhiwu Lu, Yizhao Gao et al. · Nature Communications · 2022 · 243 citations · Full text

COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval

Haoyu Lu, Nanyi Fei, Yuqi Huo et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 66 citations

Engineering, Machine Learning, Dramatic Performance +17

L2M-GAN: Learning to Manipulate Latent Space Semantics for Facial Attribute Editing

Guoxing Yang, Nanyi Fei, Mingyu Ding et al. · 2021 · 60 citations

Image Analysis, Machine Learning, Engineering +11

MELR: Meta-Learning via Modeling Episode-Level Relationships for Few-Shot Learning

Nanyi Fei, Zhiwu Lu, Tao Xiang et al. · International Conference on Learning Representations · 2021 · 50 citations

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

Cross-modal Contrastive Learning for Generalizable and Efficient Image-text Retrieval

Haoyu Lu, Yuqi Huo, Mingyu Ding et al. · Machine Intelligence Research · 2023 · 17 citations