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NeurIPS 2026AuburnU Texas at San AntonioCardiffU Central FloridaU South DakotaAI oversight & deception

Exploring Advertising Manipulation in Diffusion Image Generation

Tianshi Che, Yang Zhou, Yushan Mu, Zeru Zhang and 7 more

Atlanta Poster Session 1, Wed, Dec 9, 10:00 AM–1:00 PM, Hall C1 · Published 2026

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medium 0/10
strict 0/5
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NeurIPS 2026AuburnNational University of SingaporeVideo-language models

COPRA: Conditional Parameter Adaptation with Reinforcement Learning for Video Anomaly Detection

COPRA adapts frozen vision-language models via reinforcement learning-generated, input-specific parameter updates for video anomaly detection, improving cross-domain performance and generalizing to video understanding tasks.

Darryl Cherian Jacob, Xinyu Liu, Kai Wang, Pan He

Atlanta Poster Session 3, Thu, Dec 10, 10:00 AM–1:00 PM, Hall C1 · Published 2026

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AI panel: 11 of 20 reviewers recommend it
lenient 5/5
medium 6/10
strict 0/5