FireRisk: A Remote Sensing Dataset for Fire Risk Assessment with Benchmarks Using Supervised and Self-supervised Learning. - Shuchang Shen; Sachith Seneviratne; Xinye Wanyan; Michael Kirley (DICTA, 2023)

Scalable Label-efficient Footpath Network Generation Using Remote Sensing Data and Self-supervised Learning. - Xinye Wanyan; Sachith Seneviratne; Kerry A. Nice; Jason Thompson; Marcus White; Nano Langenheim; Mark Stevenson (DICTA, 2023)

DINO-MC: Self-supervised Contrastive Learning for Remote Sensing Imagery with Multi-sized Local Crops. - Xinye Wanyan; Sachith Seneviratne; Shuchang Shen; Michael Kirley (CoRR, 2023)

Extending global-local view alignment for self-supervised learning with remote sensing imagery. - Xinye Wanyan; Sachith Seneviratne; Shuchang Shen; Michael Kirley (CVPR Workshops, 2024)