Hidden Failure Modes of Gradient Modification under Adam in Continual Learning, and Adaptive Decoupled Moment Routing as a Repair

@misc{hu2026hidden,
  title = {Hidden Failure Modes of Gradient Modification under Adam in Continual Learning, and Adaptive Decoupled Moment Routing as a Repair},
  author = {Yue-Lin Hu and Zhenbo Yu and Zheng-Xue Cheng and Wei Liu and Li Song},
  year = {2026},
  eprint = {2604.22407},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.22407},
}