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Javiera Castillo Navarro

3 accepted papers

2025

What to align in multimodal contrastive learning?

ICLR 2025poster

Humans perceive the world through multisensory integration, blending the information of different modalities to adapt their behavior. Contrastive learning offers an appealing solution for multimodal self-supervised learning. Indeed, by considering each modality as a different view of the same entity…

Cited by 1SourcePDFScholar
2024

ConGeo: Robust Cross-view Geo-localization across Ground View Variations

ECCV 2024poster

"∗ Equal contribution Corresponding author (xuchangeis@whu.edu.cn) Cross-view geo-localization aims at localizing a ground-level query image by matching it to its corresponding geo-referenced aerial view. In real-world scenarios, the task requires accommodating diverse ground images captured by user…

Cited by 7SourcePDFScholar
2024

ConVQG: Contrastive Visual Question Generation with Multimodal Guidance

AAAI 2024technical

Asking questions about visual environments is a crucial way for intelligent agents to understand rich multi-faceted scenes, raising the importance of Visual Question Generation (VQG) systems. Apart from being grounded to the image, existing VQG systems can use textual constraints, such as expected a…