#safety-guidance News & Analysis

2 articles tagged with #safety-guidance. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AINeutralarXiv – CS AI · 4d ago6/10

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JPPD: Joint Prediction_Planning Diffusion with Differentiable Safety Guidance for Dynamic Obstacle Avoidance in Intelligent Transportation Systems

Researchers present JPPD, a joint prediction-planning diffusion framework that treats autonomous vehicle trajectory planning and pedestrian prediction as a single coupled problem rather than sequential steps. The approach uses differentiable safety guidance and conditional flow matching to improve safety metrics and runtime efficiency in shared-space transportation environments like sidewalks and pedestrian zones.

AINeutralarXiv – CS AI · May 126/10

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The Safety-Aware Denoiser for Text Diffusion Models

Researchers propose Safety-Aware Denoiser (SAD), an inference-time safety framework that guides text diffusion models toward secure outputs during the denoising process without requiring model retraining. The method reduces unsafe text generation while maintaining output quality, offering a scalable alternative to post-hoc filtering approaches.