{"componentChunkName":"component---src-templates-publication-js","path":"/research/retouchiq-cvpr2026/","result":{"pageContext":{"publication":{"id":"retouchiq-cvpr2026","title":"RetouchIQ: MLLM Agents for Instruction-Based Image Retouching with Generalist Reward","authors":["Qiucheng Wu","Jing Shi","Simon Jenni","Kushal Kafle","Tianyu Wang","Shiyu Chang","Handong Zhao"],"highlightAuthor":"Tianyu Wang","venue":"CVPR","year":2026,"tldr":"An MLLM-based agent framework for instruction-driven image retouching with a generalist reward model.","links":{},"insight":"Uses multimodal large language model agents with generalist reward to perform instruction-based image retouching without task-specific training.","teaser":"/images/information/retouchiq.png","bibtex":""}}},"staticQueryHashes":["63159454"]}