@article{chen2025csta, title={CSTA: Spatial-Temporal Causal Adaptive Learning for Exemplar-Free Video Class-Incremental Learning}, author={Chen, Tieyuan and Liu, Huabin and Lim, Chern Hong and See, John and Gao, Xing and Hou, Junhui and Lin, Weiyao}, journal={arXiv preprint arXiv:2501.07236}, year={2025} }