Unified Energy for Invariant and Independent Decoding in Diffusion Language Models

方法与贡献

结合针对扩散解码中依赖关系与不变性的能量修正。

通过统一处理解码误差，扩展当前采用能量修正的扩散研究方向。

结合主题阅读

基于能量的文本生成：残差模型、重采样与扩散 →

引用

Yuchen Yan, Minkai Xu, Zaiquan Yang, Yatao Bian. Unified Energy for Invariant and Independent Decoding in Diffusion Language Models. arXiv:2606.09159.

@misc{unifiedenergy,
  title = {{Unified Energy for Invariant and Independent Decoding in Diffusion Language Models}},
  author = {Yan, Yuchen and Xu, Minkai and Yang, Zaiquan and Bian, Yatao},
  year = {2026},
  url = {https://arxiv.org/html/2606.09159v1},
  eprint = {2606.09159},
  archivePrefix = {arXiv}
}