Chenying Liu — accepted AI-conference papers

2025

Towards a Unified Copernicus Foundation Model for Earth Vision

Yi Wang, Zhitong Xiong, Chenying Liu, Adam J. Stewart, Thomas Dujardin, Nikolaos Ioannis Bountos +5

ICCV 2025poster

Advances in Earth observation (EO) foundation models have unlocked the potential of big satellite data to learn generic representations from space, benefiting a wide range of downstream applications crucial to our planet. However, most existing efforts remain limited to fixed spectral sensors, focus…

Cited by 0 Source ↗PDF ↗code ↗Scholar ↗

2024

Decoupling Common and Unique Representations for Multimodal Self-supervised Learning

Yi Wang*, Conrad M Albrecht, Nassim Ait Ali Braham, Chenying Liu, Zhitong Xiong, Xiao Xiang Zhu

ECCV 2024oral

"The increasing availability of multi-sensor data sparks wide interest in multimodal self-supervised learning. However, most existing approaches learn only common representations across modalities while ignoring intra-modal training and modality-unique representations. We propose Decoupling Common a…

Cited by 18 Source ↗PDF ↗code ↗Scholar ↗