Introduces SCAE with skip connections and LGE to fix detail loss in LDMs for RGB-to-SWIR translation, yielding up to 2x mAP gains and 3.4x on small objects while reaching SOTA FID.
Rasmd: Rgb and swir multispectral driving dataset for robust perception in adverse conditions.Information Fusion, 128:103872, 2026
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Addressing Detail Bottlenecks in Latent Diffusion for RGB-to-SWIR Image Translation
Introduces SCAE with skip connections and LGE to fix detail loss in LDMs for RGB-to-SWIR translation, yielding up to 2x mAP gains and 3.4x on small objects while reaching SOTA FID.