Nanyi Fei
Institute of Aging(CA)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Advanced Image and Video Retrieval Techniques, Cancer-related molecular mechanisms research, Generative Adversarial Networks and Image Synthesis
Most-Cited Works
- → Towards artificial general intelligence via a multimodal foundation model(2022)251 cited
- → COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval(2022)66 cited
- → L2M-GAN: Learning to Manipulate Latent Space Semantics for Facial Attribute Editing(2021)60 cited
- MELR: Meta-Learning via Modeling Episode-Level Relationships for Few-Shot Learning(2021)
- → Cross-modal Contrastive Learning for Generalizable and Efficient Image-text Retrieval(2023)19 cited
- → Meta-Learning across Meta-Tasks for Few-Shot Learning(2020)12 cited
- → Contrastive Prototype Learning with Augmented Embeddings for Few-Shot\n Learning(2021)11 cited
- → Multimodal foundation models are better simulators of the human brain(2022)11 cited
- → VDT: General-purpose Video Diffusion Transformers via Mask Modeling(2023)9 cited