Decoupling images into foreground and background before aligning them with text improves CLIP prompt tuning on few-shot and generalization benchmarks.
Denseclip: Language-guided dense prediction with context-aware prompting,
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Decouple before Align: Visual Disentanglement Enhances Prompt Tuning
Decoupling images into foreground and background before aligning them with text improves CLIP prompt tuning on few-shot and generalization benchmarks.