@article{captionformerunifiedsegmentationtracking, title = {CaptionFormer: Unified Segmentation, Tracking, and Captioning for Spatio-Temporal Objects}, author = {Gabriel Fiastre and Antoine Yang and Cordelia Schmid}, year = {2025}, eprint = {2510.14904}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.14904}, }