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cs.CV2025
Activation Steering Meets Preference Optimization: Defense Against Jailbreaks in Vision Language Models
Sihao Wu, Gaojie Jin, Wei Huang +2
Vision Language Models (VLMs) have demonstrated impressive capabilities in integrating visual and textual information for understanding and reasoning, but remain highly vulnerable…
cs.CV2025★ 1 cited
Preference Alignment on Diffusion Model: A Comprehensive Survey for Image Generation and Editing
Sihao Wu, Xiaonan Si, Chi Xing +5
The integration of preference alignment with diffusion models (DMs) has emerged as a transformative approach to enhance image generation and editing capabilities. Although integrat…