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Binglin Ji

2 accepted papers

2025

Active Target Discovery under Uninformative Priors: The Power of Permanent and Transient Memory

NeurIPS 2025poster

In many scientific and engineering fields, where acquiring high-quality data is expensive—such as medical imaging, environmental monitoring, and remote sensing—strategic sampling of unobserved regions based on prior observations is crucial for maximizing discovery rates within a constrained budget.…

Cited by 0SourceScholar
2025

Online Feedback Efficient Active Target Discovery in Partially Observable Environments

NeurIPS 2025poster

In various scientific and engineering domains, where data acquisition is costly—such as in medical imaging, environmental monitoring, or remote sensing—strategic sampling from unobserved regions, guided by prior observations, is essential to maximize target discovery within a limited sampling budget…

Cited by 0SourceScholar