Adapting Large Multimodal Models to Distribution Shifts: The Role of In-Context Learning

G Zhou, Z Han, S Chen, B Huang, L Zhu… - arXiv preprint arXiv …, 2024 - arxiv.org
Recent studies indicate that large multimodal models (LMMs) are highly robust against
natural distribution shifts, often surpassing previous baselines. Despite this, domain-specific …