一作ICLR 2026Poster· Applications / Language, Speech and Dialog
Diffusion LLMs Can Do Faster-Than-AR Inference via Discrete Diffusion Forcing
Xu Wang · Chenkai Xu · Yijie Jin · Jiachun Jin · Hao Zhang · Kai Yu · Zhijie Deng
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Xu Wang · Chenkai Xu · Yijie Jin · Jiachun Jin · Hao Zhang · Kai Yu · Zhijie Deng
Chenkai Xu · Xu Wang · Zhenyi Liao · Yishun Li · TianQi Hou · Zhijie Deng
Consistency models (CMs) have shown promise in the efficient generation of both image and text. This raises the natural question of whether we can learn a unified CM for efficient multimodal generation (e.g., text-to-image) and understanding (e.g., image-to-text). Intuitively, such a model could...