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Yupeng Deng

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Open access 2026

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...

Yu-Peng Deng, Wei-Zhi Chen, Jiansheng Chen et al. · 0 citations
Jul 2026

ObliCity: A Benchmark and Baseline for Roof-to-Ground Projection Displacement Correction

This work reformulates DragOSM into DragRoof, an ODE-based framework inspired by human annotation behavior, and introduces the Oblique City dataset (ObliCity), the first large-scale benchmark that integrates high-resolution UAV imagery and globally distributed satellite data, covering diverse city morphologies and came...

Kai Li, Yupeng Deng, Li-Gao Deng et al. · 0 citations

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