2026
PRPO: Paragraph-level Policy Optimization for Vision-Language Deepfake Detection
ICML 2026poster
The rapid rise of synthetic media has made deepfake detection a critical challenge for online safety and trust. Progress remains constrained by the scarcity of large, high-quality datasets. Although multimodal large language models (LLMs) exhibit strong reasoning capabilities, their performance on d…