@article{encoderdecodermanifoldalignmentforidempo,
  title = {Encoder-Decoder Manifold Alignment for Idempotent Generation},
  author = {Dareen Alharthi and Abdul Waheed and Bhiksha Raj},
  year = {2026},
  eprint = {2606.22304},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.22304},
}