@article{dualstateslotattentiondecouplingappearan, title = {Dual-State Slot Attention: Decoupling Appearance and Identity for Video Object-Centric Learning}, author = {Sieu Tran and Duc Nguyen and Hao Vo and Khoa Vo and Ngan Le}, year = {2026}, eprint = {2606.12601}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.12601}, }