@inproceedings{instructionbasedimagemanipulationby, title = {Instruction-based Image Manipulation by Watching How Things Move}, author = {Mingdeng Cao and Xuaner Zhang and Yinqiang Zheng and Zhihao Xia}, year = {2024}, booktitle = {CVPR 2025 1}, eprint = {2412.12087}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2412.12087v1}, }