Publications

What to align in multimodal contrastive learning?

Knowledge-aware Text-Image Retrieval for Remote Sensing Images

ConGeo: Robust Cross-View Geo-Localization Across Ground View Variations

Training Visual Language Models with Object Detection: Grounded Change Descriptions in Satellite Images

Knowledge-Aware Visual Question Generation for Remote Sensing Images

ConVQG: Contrastive Visual Question Generation with Multimodal Guidance

Ecosystem mapping with remote sensing images and ground observations

Land Cover Mapping From Multiple Complementary Experts Under Heavy Class Imbalance

Multi-task prompt-RSVQA to explicitly count objects on aerial images

Mapping Pb/Zn-stressed plant communities: challenges of centimetre- to millimetre-scale UAV sensing for training deep-learning schemes