2 papers
cs.LG2026
GRMLR: Knowledge-Enhanced Small-Data Learning for Deep-Sea Cold Seep Stage Inference
Chenxu Zhou, Zelin Liu, Rui Cai +7
Deep-sea cold seep stage assessment has traditionally relied on costly, high-risk manned submersible operations and visual surveys of macrofauna. Although microbial communities pro…
cs.CV2026
GEAR: Geography-knowledge Enhanced Analog Recognition Framework in Extreme Environments
Zelin Liu, Bocheng Li, Yuling Zhou +5
The Mariana Trench and the Qinghai-Tibet Plateau exhibit significant similarities in geological origins and microbial metabolic functions. Given that deep-sea biological sampling f…