vision-language-models
New research addresses critical vulnerabilities in vision-language models and generative AI systems, proposing methods to detect bias and improve rotation robustness in synthetic image generation.
generative-AI
New research reframes flow-based generative models through optimal control theory, introducing terminally constrained approaches that could improve controllable AI video and image synthesis.
ai-research
Researchers introduce three forms of stochastic injection that significantly improve distribution-to-distribution generative modeling, with implications for synthetic media.