Jingbo Chen

DenseRS-CLIP: Enhancing Dense Feature Representation of Remote Sensing CLIP via Attention-Decoupled Dual-Branch Distillation

DenseRS-CLIP, a region-structured two-stage adaptation framework for enhancing dense representations of remote sensing CLIP models, achieves consistent improvements over representative remote sensing VLFMs and controlled distillation variants, and validate the effectiveness of weakly localized, branch-specific distilla...