@article{time2timecausalinterventioninhiddenstate, title = {time2time: Causal Intervention in Hidden States to Simulate Rare Events in Time Series Foundation Models}, author = {Debdeep Sanyal and Aaryan Nagpal and Dhruv Kumar and Murari Mandal and Saurabh Deshpande}, year = {2025}, eprint = {2509.05801}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.05801}, }