multimodal alignment

5 papers

• Few-Shot Learning from Gigapixel Images via Hierarchical Vision-Language Alignment and Modeling
• PIPE: Physics-Informed Position Encoding for Alignment of Satellite Images and Time Series in Typhoon Forecasting
• Plug-and-play Feature Causality Decomposition for Multimodal Representation Learning
• Too Late to Recall: Explaining the Two-Hop Problem in Multimodal Knowledge Retrieval
• With Limited Data for Multimodal Alignment, Let the STRUCTURE Guide You