@article{universalincrementallearningmitigating, title = {Universal Incremental Learning: Mitigating Confusion from Inter- and Intra-task Distribution Randomness}, author = {Sheng Luo and Yi Zhou and Tao Zhou}, year = {2025}, eprint = {2503.07035}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.07035v2}, }