Decoupling images into foreground and background before aligning them with text improves CLIP prompt tuning on few-shot and generalization benchmarks.
Clip is also an efficient segmenter: A text-driven approach for weakly supervised semantic segmentation,
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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.