Attribute-aware test-time prompt tuning with intra/inter-class text dispersion losses reduces average ECE from 11.7 to 4.11 across 11 fine-grained CLIP benchmarks.
Journal of the American Statis- tical Association (1982) 5
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Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration
Attribute-aware test-time prompt tuning with intra/inter-class text dispersion losses reduces average ECE from 11.7 to 4.11 across 11 fine-grained CLIP benchmarks.