TemplateCraft: Agentic Visual Template Generation

arXiv:2609.31451 · cs.MM, cs.CV · Submitted 2026-09-25 · Read on arXiv

cs.MM, cs.CV

Submitted: 2026-09-25

Updated: 2026-09-25

Comments: 5 pages, 3 figures, 1 table. Submitted to ICASSP 2027

Code: https://github.com/Xiaoyu-Fish-hub/TemplateBench

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Ablation — 5× in this paper · explained in 1 episode
• Consistency — 4× in this paper · explained in 3 episodes
• Multi-Agent System — 4× in this paper · explained in 5 episodes
• Benchmark — 2× in this paper · explained in 2 episodes
• Foundation Model — 2× in this paper · explained in 3 episodes
• Generative AI — 2× in this paper · explained in 2 episodes
• Trace — 2× in this paper · explained in 2 episodes
• Action Space — 1× in this paper · explained in 1 episode
• Diffusion Model — 1× in this paper · explained in 8 episodes
• Diffusion Models — 1× in this paper · explained in 6 episodes
• Foundation Models — 1× in this paper · explained in 7 episodes
• Multi-Agent Framework — 1× in this paper · explained in 3 episodes
• Multi-agent Collaboration — 1× in this paper · explained in 2 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes
• Transformer — 1× in this paper · explained in 2 episodes

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