Search Results for author: Xiaocong Zhou

Found 2 papers, 1 papers with code

Few-shot Adaptation of Multi-modal Foundation Models: A Survey

no code implementations3 Jan 2024 Fan Liu, Tianshu Zhang, Wenwen Dai, Wenwen Cai, Xiaocong Zhou, Delong Chen

Therefore, in this survey, we introduce and analyze the research advancements in few-shot adaptation methods for multi-modal models, summarizing commonly used datasets and experimental setups, and comparing the results of different methods.

Domain Generalization Model Selection

RemoteCLIP: A Vision Language Foundation Model for Remote Sensing

1 code implementation19 Jun 2023 Fan Liu, Delong Chen, Zhangqingyun Guan, Xiaocong Zhou, Jiale Zhu, Qiaolin Ye, Liyong Fu, Jun Zhou

However, these models primarily learn low-level features and require annotated data for fine-tuning.

Ranked #2 on Cross-Modal Retrieval on RSITMD (using extra training data)

Classification Cross-Modal Retrieval +7

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