AIRFuse Reproducibility Materials: Configurations, Processed Results, and Evaluation Records

Published: 5 August 2026| Version 1 | DOI: 10.17632/f4zn5p5d52.1
Contributors:
zhengbo wang, Taorui Deng, Yukun Liu, Guangpeng Wang, Juncan Ma

Description

This dataset contains the reproducibility materials supporting the manuscript “AIRFuse: A Route-Preserving Residual Adapter for Low-Light Visible–Thermal Pedestrian Detection”. The deposited materials include model configurations for ConcatFusion-s, ConcatFusion-s-wide, AIRFuse-s no-KD, residual-source variants, and insertion-position variants; split manifests for LLVIP, the FLIR person-only subset, and the KAIST night person-family subset; recorded training and evaluation arguments; processed source tables underlying Tables 2–7; per-seed FLIR and KAIST results for seeds 0, 1, and 2; plotting scripts for Figures 3 and 4; software- and hardware-environment records; and available checkpoint metadata. The original LLVIP, FLIR, and KAIST images are not redistributed and must be obtained from their respective dataset providers under the applicable terms. Some legacy initialization artifacts are no longer available; the available provenance information and this limitation are documented in PROVENANCE_NOTES.md.

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Categories

Artificial Intelligence, Computer Vision, Signal Processing, Image Processing

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