Author

Tian Tan

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#artificial intelligence Preprint Sep 2026

Acceleration of Diffusion Language Model through Discrete Average Generator

Discrete diffusion models and flow matching have emerged as powerful frameworks for generative modeling over discrete state spaces, yet efficient few-step generation remains a fundamental challenge. In this work, we introduce the Discrete Average Generator, a principled extension of MeanFlow to Continuous-Time Markov C...

Yi-Dong Ouyang, Zheng-Yan Wan, Themistoklis Haris et al. · 0 citations

#artificial intelligence Jun 2026

AnyAudio-Judge: A Dynamic Rubric-Based Benchmark and Evaluator for Audio Instruction Following

Extensive experiments demonstrate that AnyAudio-Judge not only significantly enhances zero-shot alignment detection compared to state-of-the-art baselines, but also provides precise and interpretable reward signals that substantially improve instruction alignment in downstream reinforcement learning for audio generatio...

Hai-Tao Li, Tian Tan, Yuguang Yang et al. · arXiv.org · 3 citations