Authors

Chi Man Vong

Publications 2

Preprint Open access

SatFix: Absolute Visual Localization of UAVs in Satellite Maps from a Single Oblique Image

Jiarui Zeng, Kun Shi, Chi Man Vong et al. · 2026

We study absolute metric UAV localization within a provided geo-referenced satellite region, recovering continuous map position and viewing heading from a single oblique image or a short multi-view clip. Existing cross-view geo-localization methods retrieve the most similar satellite tile from a gallery and report Reca …

Preprint Open access

How Is Automated Research Evaluated? A Survey of Benchmarks and Evaluation Practices

Liulei Zhang, Dejing Zhou, Chuyue Huang et al. · 2026

Automated research systems support literature synthesis, ideation, experiments, writing, and peer review, but their evaluation is dispersed across tasks, benchmarks, and studies that are difficult to compare directly. We review this literature from the perspective of evaluation design and evidence, covering six targets …

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