SegChange-R1 combines a Swin encoder with a Phi-1.5 text encoder and a linear-attention BEV module, reporting gains on three change-detection benchmarks and a new drone-view dataset.
Connecting the Dots of Knowledge in Agile Software Development
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This article discusses the importance of managing knowledge as a resource due to its great potential to create economic value. We detail the types of knowledge resources, the challenges associated with their management, and potential solutions to maximise their utility. Our contribution is based on empirical studies performed in an industry context.
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SegChange-R1: LLM-Augmented Remote Sensing Change Detection
SegChange-R1 combines a Swin encoder with a Phi-1.5 text encoder and a linear-attention BEV module, reporting gains on three change-detection benchmarks and a new drone-view dataset.