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Maestro: Self-Improving Text-to-Image Generation via Agent Orchestration
Self-evolving T2I through iterative evolution of prompts.
Xingchen Wan, Han Zhou, Ruoxi Sun, Hootan Nakhost, Ke Jiang, Rajarishi Sinha, Sercan Ö. Arık
Maestro: Self-Improving Text-to-Image Generation via Agent Orchestration
Visual Planning: Let's Think Only with Images
Visual Planning enables thinking through purely visual representations, independent of text.
Yi Xu, Chengzu Li, Han Zhou, Xingchen Wan, Caiqi Zhang, Anna Korhonen, Ivan Vulić
Visual Planning: Let's Think Only with Images
Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies
Automatic multi-agent design via joint prompt and topology optimization.
Han Zhou, Xingchen Wan, Ruoxi Sun, Hamid Palangi, Shariq Iqbal, Ivan Vulić, Anna Korhonen, Sercan Ö. Arık
Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies
Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments
Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments
Han Zhou, Xingchen Wan, Yinhong Liu, Nigel Collier, Ivan Vulić, Anna Korhonen
TopViewRS: Vision-Language Models as Top-View Spatial Reasoners
TopViewRS: Vision-Language Models as Top-View Spatial Reasoners.
Chengzu Li, Caiqi Zhang, Han Zhou, Nigel Collier, Anna Korhonen, Ivan Vulić