A Benchmark and Multi-Agent System for Instruction-driven Cinematic Video Compilation
Peixuan Zhang · Chang Zhou · Ziyuan Zhang · Hualuo Liu · Chunjie Zhang · Jingqi Liu · Xiaohui Zhou · Xi Chen · Shuchen Weng · Si Li · Boxin Shi
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Peixuan Zhang · Chang Zhou · Ziyuan Zhang · Hualuo Liu · Chunjie Zhang · Jingqi Liu · Xiaohui Zhou · Xi Chen · Shuchen Weng · Si Li · Boxin Shi
Ziqi Cai · Taoyu Yang · Zheng Chang · Si Li · Han Jiang · Shuchen Weng · Boxin Shi
Peixuan Zhang · Zijian Jia · Kaiqi Liu · Shuchen Weng · Si Li · Boxin Shi
Peixuan Zhang · Zijian Jia · Ziqi Cai · Shuchen Weng · Si Li · Boxin Shi
Effective poster design requires rapidly capturing attention and clearly conveying messages. Inspired by the “contrast effects” principle, we propose ReContraster, the first training-free model to leverage regional contrast to make posters stand out. By emulating the cognitive behaviors of a post...