style transfer

2 items

RESEARCHDEV.to AI·10h ago

Learning Linear Transformations for Fast Arbitrary Style Transfer

This content discusses a method for learning linear transformations, aiming for fast arbitrary style transfer. The research focuses on AI techniques to optimize the style application process.

deep learning learning style transfer linear transformations

RESEARCHarXiv CS.LG·5/5/2026

StyleShield: Exposing the Fragility of AIGC Detectors through Continuous Controllable Style Transfer

The paper introduces StyleShield, a novel flow matching framework for conditional text style transfer that exposes the fragility of AI-generated content (AIGC) detectors. It operates in continuous token embedding space to blur the statistical boundary between human and AI writing, challenging the reliability of current detection services.

language models AI detection security style transfer