@article{denoisethenretrievetextconditionedvideod, title = {Denoise-then-Retrieve: Text-Conditioned Video Denoising for Video Moment Retrieval}, author = {Weijia Liu and Jiuxin Cao and Bo Miao and Zhiheng Fu and Xuelin Zhu and Jiawei Ge and Bo Liu and Mehwish Nasim and Ajmal Mian}, year = {2025}, eprint = {2508.11313}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.11313}, }