The intersection of foundation models and multimodal learning is a significant and widely discussed topic that complements the main ICCV conference. This workshop aims to encourage an interdisciplinary discussion on recent advancements, ongoing challenges, and future directions in multimodal foundation models, which have achieved breakthroughs by applying techniques across computer vision, natural language, and robotics.