Author

Gang-Yu Huang

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Open access Jul 2026

Prompt-Driven Fuzzing Debiasing Framework for Robust Visual Question Answering

A unified prompt-driven debiasing framework that integrates generative prompt learning and a fuzzing-based bias correction mechanism is proposed, which significantly improves both in-distribution accuracy and out-of-distribution robustness, outperforming existing prompt-only or data-augmentation-only debiasing methods.

Ya-Li Fan, Gang-Yu Huang, Qiwen Lu et al. · Multimodal Technologies and... · 0 citations