2 papers
cs.CV2026
Bridging Creative Intent and Visual Quality: Creator-Driven Recurrent Video Generation with Agentic Feedback Loops
Denis Savytski, Aiden Lei, Heding Liu +4
Generative AI has made content creation increasingly accessible, but many AI-generated videos lack narrative coherence and creative direction, issues that become more substantial a…
cs.CL2025
Introducing MAPO: Momentum-Aided Gradient Descent Prompt Optimization
Anthony Cui, Pranav Nandyalam, Andrew Rufail +4
Momentum-Aided Prompt Optimization (MAPO) enhances the efficiency and efficacy of prompt optimization for Large Language Models (LLMs). Building on ProTeGi, MAPO uses positive natu…