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Qingmei Li

2 accepted papers

2026

SAGE: Style-Adaptive Generalization for Privacy-Constrained Semantic Segmentation Across Domains

CVPR 2026

Domain generalization for semantic segmentation aims to mitigate the degradation in model performance caused by domain shifts. However, in many real-world scenarios, we are unable to access the model parameters and architectural details due to privacy concerns and security constraints. Traditional f

Cited by 0SourceScholar
2025

Can Large Multimodal Models Understand Agricultural Scenes? Benchmarking with AgroMind

NeurIPS 2025poster

Large Multimodal Models (LMMs) has demonstrated capabilities across various domains, but comprehensive benchmarks for agricultural remote sensing (RS) remain scarce. Existing benchmarks designed for agricultural RS scenarios exhibit notable limitations, primarily in terms of insufficient scene diver…

Cited by 0SourcecodeScholar